warning: commands will be executed using /bin/sh
job 2784 at Mon Jan 13 12:10:00 2014
FileBase	/isis3/jlong/Gatsby/gatsby140_07282013/gatsby140_07282013
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	1
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 418993 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
--- Clustering full data set of 418993 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 21871 members 
Mstep: Class 3 contains 22168 members 
Mstep: Class 4 contains 21854 members 
Mstep: Class 5 contains 22281 members 
Mstep: Class 6 contains 22321 members 
Mstep: Class 7 contains 22192 members 
Mstep: Class 8 contains 22036 members 
Mstep: Class 9 contains 21915 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 21932 members 
Mstep: Class 12 contains 21951 members 
Mstep: Class 13 contains 21805 members 
Mstep: Class 14 contains 21861 members 
Mstep: Class 15 contains 21945 members 
Mstep: Class 16 contains 21954 members 
Mstep: Class 17 contains 22226 members 
Mstep: Class 18 contains 22202 members 
Mstep: Class 19 contains 22045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51664340.000000 Penalty: 39969.566406
Iteration 0F: 20 clusters Score -5.166434e+07 nChanged 396633
Entering Unmasked Mstep 
Mstep: Class 0 contains 663 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6217 members 
Mstep: Class 3 contains 1987 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 21983 members 
Mstep: Class 6 contains 47970 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 60381 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 69005 members 
Mstep: Class 12 contains 20542 members 
Mstep: Class 13 contains 15694 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 10864 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 98727 members 
Mstep: Class 19 contains 20740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53187836.000000 Penalty: 39969.566406
Iteration 1F: 20 clusters Score -5.318784e+07 nChanged 143608
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 19307 members 
Mstep: Class 6 contains 52274 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 47782 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 10 contains 6258 members 
Mstep: Class 11 contains 91545 members 
Mstep: Class 12 contains 14195 members 
Mstep: Class 13 contains 9837 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 7684 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 130200 members 
Mstep: Class 19 contains 11829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 968.761475 but Gain 2103.660156
Score: -53380952.000000 Penalty: 37865.906250
Iteration 2F: 19 clusters Score -5.338095e+07 nChanged 103734
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 701 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 16609 members 
Mstep: Class 6 contains 50274 members 
Mstep: Class 8 contains 39652 members 
Mstep: Class 9 contains 2226 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 104570 members 
Mstep: Class 12 contains 12091 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 7648 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 140512 members 
Mstep: Class 19 contains 7918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1510.401001 but Gain 2103.660156
Score: -53468480.000000 Penalty: 35762.246094
Iteration 3F: 18 clusters Score -5.346848e+07 nChanged 79751
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10636 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 17073 members 
Mstep: Class 6 contains 50361 members 
Mstep: Class 8 contains 38395 members 
Mstep: Class 9 contains 2172 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 120318 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 125432 members 
Mstep: Class 19 contains 6933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53574772.000000 Penalty: 35762.246094
Iteration 4F: 18 clusters Score -5.357477e+07 nChanged 64463
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 5 contains 18738 members 
Mstep: Class 6 contains 48983 members 
Mstep: Class 8 contains 40743 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 133034 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 7028 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 107953 members 
Mstep: Class 19 contains 6460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53650524.000000 Penalty: 35762.246094
Iteration 5F: 18 clusters Score -5.365052e+07 nChanged 57902
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 12781 members 
Mstep: Class 3 contains 913 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 19747 members 
Mstep: Class 6 contains 48006 members 
Mstep: Class 8 contains 47010 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 131830 members 
Mstep: Class 12 contains 11838 members 
Mstep: Class 13 contains 8625 members 
Mstep: Class 14 contains 3133 members 
Mstep: Class 16 contains 10939 members 
Mstep: Class 17 contains 923 members 
Mstep: Class 18 contains 101106 members 
Mstep: Class 19 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53705664.000000 Penalty: 35762.246094
Iteration 6F: 18 clusters Score -5.370566e+07 nChanged 44899
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 12142 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 2317 members 
Mstep: Class 5 contains 20391 members 
Mstep: Class 6 contains 48089 members 
Mstep: Class 8 contains 53207 members 
Mstep: Class 9 contains 4734 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 124354 members 
Mstep: Class 12 contains 11893 members 
Mstep: Class 13 contains 10675 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 16 contains 11339 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 99175 members 
Mstep: Class 19 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53752828.000000 Penalty: 35762.246094
Iteration 7F: 18 clusters Score -5.375283e+07 nChanged 35034
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11561 members 
Mstep: Class 3 contains 827 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 20937 members 
Mstep: Class 6 contains 48848 members 
Mstep: Class 8 contains 58412 members 
Mstep: Class 9 contains 6953 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 117349 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 13038 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 16 contains 11558 members 
Mstep: Class 17 contains 560 members 
Mstep: Class 18 contains 96224 members 
Mstep: Class 19 contains 5061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53790044.000000 Penalty: 35762.246094
Iteration 8F: 18 clusters Score -5.379004e+07 nChanged 29157
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 21612 members 
Mstep: Class 6 contains 50039 members 
Mstep: Class 8 contains 62266 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 5726 members 
Mstep: Class 11 contains 112493 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 16 contains 11744 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 91152 members 
Mstep: Class 19 contains 4916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53821016.000000 Penalty: 35762.246094
Iteration 9F: 18 clusters Score -5.382102e+07 nChanged 25239
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 10785 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 22338 members 
Mstep: Class 6 contains 51804 members 
Mstep: Class 8 contains 64608 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 6248 members 
Mstep: Class 11 contains 109804 members 
Mstep: Class 12 contains 10836 members 
Mstep: Class 13 contains 18766 members 
Mstep: Class 14 contains 3151 members 
Mstep: Class 16 contains 11843 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 85012 members 
Mstep: Class 19 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53846876.000000 Penalty: 35762.246094
Iteration 10F: 18 clusters Score -5.384688e+07 nChanged 22223
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10626 members 
Mstep: Class 3 contains 700 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 23067 members 
Mstep: Class 6 contains 54162 members 
Mstep: Class 8 contains 65544 members 
Mstep: Class 9 contains 12860 members 
Mstep: Class 10 contains 6836 members 
Mstep: Class 11 contains 109289 members 
Mstep: Class 12 contains 10257 members 
Mstep: Class 13 contains 21282 members 
Mstep: Class 14 contains 2954 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 78157 members 
Mstep: Class 19 contains 4912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53866040.000000 Penalty: 35762.246094
Iteration 11F: 18 clusters Score -5.386604e+07 nChanged 18771
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 23634 members 
Mstep: Class 6 contains 56243 members 
Mstep: Class 8 contains 65561 members 
Mstep: Class 9 contains 14060 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 109997 members 
Mstep: Class 12 contains 9762 members 
Mstep: Class 13 contains 23300 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 71802 members 
Mstep: Class 19 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53878420.000000 Penalty: 35762.246094
Iteration 12Q: 18 clusters Score -5.387842e+07 nChanged 15365
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 24000 members 
Mstep: Class 6 contains 57542 members 
Mstep: Class 8 contains 65277 members 
Mstep: Class 9 contains 14871 members 
Mstep: Class 10 contains 8148 members 
Mstep: Class 11 contains 111198 members 
Mstep: Class 12 contains 9380 members 
Mstep: Class 13 contains 25303 members 
Mstep: Class 14 contains 2506 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 66420 members 
Mstep: Class 19 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53886612.000000 Penalty: 35762.246094
Iteration 13Q: 18 clusters Score -5.388661e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 10876 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 24168 members 
Mstep: Class 6 contains 58384 members 
Mstep: Class 8 contains 64835 members 
Mstep: Class 9 contains 15318 members 
Mstep: Class 10 contains 8779 members 
Mstep: Class 11 contains 111966 members 
Mstep: Class 12 contains 9019 members 
Mstep: Class 13 contains 27300 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 16 contains 11865 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 62521 members 
Mstep: Class 19 contains 5525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53892900.000000 Penalty: 35762.246094
Iteration 14Q: 18 clusters Score -5.38929e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11016 members 
Mstep: Class 3 contains 577 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 24270 members 
Mstep: Class 6 contains 58938 members 
Mstep: Class 8 contains 64388 members 
Mstep: Class 9 contains 15429 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 112237 members 
Mstep: Class 12 contains 8711 members 
Mstep: Class 13 contains 29242 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 16 contains 11840 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 59841 members 
Mstep: Class 19 contains 5686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53897776.000000 Penalty: 35762.246094
Iteration 15Q: 18 clusters Score -5.389778e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 24343 members 
Mstep: Class 6 contains 59333 members 
Mstep: Class 8 contains 63940 members 
Mstep: Class 9 contains 15310 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 112101 members 
Mstep: Class 12 contains 8411 members 
Mstep: Class 13 contains 30874 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 58331 members 
Mstep: Class 19 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53900632.000000 Penalty: 35762.246094
Iteration 16Q: 18 clusters Score -5.390063e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11204 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 24407 members 
Mstep: Class 6 contains 59672 members 
Mstep: Class 8 contains 63549 members 
Mstep: Class 9 contains 15059 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 111775 members 
Mstep: Class 12 contains 8111 members 
Mstep: Class 13 contains 32158 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 16 contains 11753 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 57482 members 
Mstep: Class 19 contains 5906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53902388.000000 Penalty: 35762.246094
Iteration 17Q: 18 clusters Score -5.390239e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11274 members 
Mstep: Class 3 contains 530 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 24452 members 
Mstep: Class 6 contains 59964 members 
Mstep: Class 8 contains 63205 members 
Mstep: Class 9 contains 14728 members 
Mstep: Class 10 contains 10945 members 
Mstep: Class 11 contains 111411 members 
Mstep: Class 12 contains 7873 members 
Mstep: Class 13 contains 33198 members 
Mstep: Class 14 contains 1856 members 
Mstep: Class 16 contains 11720 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 56987 members 
Mstep: Class 19 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53904024.000000 Penalty: 35762.246094
Iteration 18Q: 18 clusters Score -5.390402e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11312 members 
Mstep: Class 3 contains 516 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 24468 members 
Mstep: Class 6 contains 60227 members 
Mstep: Class 8 contains 62898 members 
Mstep: Class 9 contains 14370 members 
Mstep: Class 10 contains 11395 members 
Mstep: Class 11 contains 111063 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 34045 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 16 contains 11667 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 56720 members 
Mstep: Class 19 contains 6027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53905172.000000 Penalty: 35762.246094
Iteration 19Q: 18 clusters Score -5.390517e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 60423 members 
Mstep: Class 8 contains 62626 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 11757 members 
Mstep: Class 11 contains 110694 members 
Mstep: Class 12 contains 7538 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 16 contains 11604 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 56581 members 
Mstep: Class 19 contains 6068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53906768.000000 Penalty: 35762.246094
Iteration 20F: 18 clusters Score -5.390677e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 488 members 
Mstep: Class 4 contains 1178 members 
Mstep: Class 5 contains 24453 members 
Mstep: Class 6 contains 60610 members 
Mstep: Class 8 contains 62397 members 
Mstep: Class 9 contains 13722 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 110217 members 
Mstep: Class 12 contains 7527 members 
Mstep: Class 13 contains 35453 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 16 contains 11554 members 
Mstep: Class 17 contains 387 members 
Mstep: Class 18 contains 56467 members 
Mstep: Class 19 contains 6195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53908036.000000 Penalty: 35762.246094
Iteration 21Q: 18 clusters Score -5.390804e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 1171 members 
Mstep: Class 5 contains 24453 members 
Mstep: Class 6 contains 60740 members 
Mstep: Class 8 contains 62183 members 
Mstep: Class 9 contains 13409 members 
Mstep: Class 10 contains 12325 members 
Mstep: Class 11 contains 109785 members 
Mstep: Class 12 contains 7629 members 
Mstep: Class 13 contains 36030 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 16 contains 11531 members 
Mstep: Class 17 contains 387 members 
Mstep: Class 18 contains 56327 members 
Mstep: Class 19 contains 6288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53909040.000000 Penalty: 35762.246094
Iteration 22Q: 18 clusters Score -5.390904e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 4 contains 1169 members 
Mstep: Class 5 contains 24445 members 
Mstep: Class 6 contains 60883 members 
Mstep: Class 8 contains 62004 members 
Mstep: Class 9 contains 13150 members 
Mstep: Class 10 contains 12561 members 
Mstep: Class 11 contains 109426 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 36526 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 16 contains 11500 members 
Mstep: Class 17 contains 387 members 
Mstep: Class 18 contains 56190 members 
Mstep: Class 19 contains 6356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53909796.000000 Penalty: 35762.246094
Iteration 23Q: 18 clusters Score -5.39098e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11487 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 24441 members 
Mstep: Class 6 contains 60983 members 
Mstep: Class 8 contains 61851 members 
Mstep: Class 9 contains 12923 members 
Mstep: Class 10 contains 12799 members 
Mstep: Class 11 contains 109089 members 
Mstep: Class 12 contains 7733 members 
Mstep: Class 13 contains 36978 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 16 contains 11476 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 56064 members 
Mstep: Class 19 contains 6436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53910456.000000 Penalty: 35762.246094
Iteration 24Q: 18 clusters Score -5.391046e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 442 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 24431 members 
Mstep: Class 6 contains 61039 members 
Mstep: Class 8 contains 61734 members 
Mstep: Class 9 contains 12746 members 
Mstep: Class 10 contains 12987 members 
Mstep: Class 11 contains 108817 members 
Mstep: Class 12 contains 7746 members 
Mstep: Class 13 contains 37349 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 16 contains 11457 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 56016 members 
Mstep: Class 19 contains 6486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53911112.000000 Penalty: 35762.246094
Iteration 25Q: 18 clusters Score -5.391111e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 438 members 
Mstep: Class 4 contains 1178 members 
Mstep: Class 5 contains 24428 members 
Mstep: Class 6 contains 61072 members 
Mstep: Class 8 contains 61648 members 
Mstep: Class 9 contains 12558 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 108609 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 37718 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 16 contains 11434 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55958 members 
Mstep: Class 19 contains 6515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53911660.000000 Penalty: 35762.246094
Iteration 26Q: 18 clusters Score -5.391166e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 24420 members 
Mstep: Class 6 contains 61082 members 
Mstep: Class 8 contains 61591 members 
Mstep: Class 9 contains 12400 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 108409 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 38064 members 
Mstep: Class 14 contains 1717 members 
Mstep: Class 16 contains 11410 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55907 members 
Mstep: Class 19 contains 6543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53912052.000000 Penalty: 35762.246094
Iteration 27Q: 18 clusters Score -5.391205e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11534 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 24421 members 
Mstep: Class 6 contains 61091 members 
Mstep: Class 8 contains 61525 members 
Mstep: Class 9 contains 12249 members 
Mstep: Class 10 contains 13275 members 
Mstep: Class 11 contains 108239 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 38390 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 16 contains 11391 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55869 members 
Mstep: Class 19 contains 6569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53912260.000000 Penalty: 35762.246094
Iteration 28Q: 18 clusters Score -5.391226e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 24411 members 
Mstep: Class 6 contains 61079 members 
Mstep: Class 8 contains 61464 members 
Mstep: Class 9 contains 12101 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 11 contains 108134 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 38704 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 16 contains 11386 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55853 members 
Mstep: Class 19 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53912548.000000 Penalty: 35762.246094
Iteration 29Q: 18 clusters Score -5.391255e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11552 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 1189 members 
Mstep: Class 5 contains 24396 members 
Mstep: Class 6 contains 61066 members 
Mstep: Class 8 contains 61426 members 
Mstep: Class 9 contains 11927 members 
Mstep: Class 10 contains 13342 members 
Mstep: Class 11 contains 108032 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 39013 members 
Mstep: Class 14 contains 1714 members 
Mstep: Class 16 contains 11381 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55872 members 
Mstep: Class 19 contains 6593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53912904.000000 Penalty: 35762.246094
Iteration 30Q: 18 clusters Score -5.39129e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11559 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 5 contains 24378 members 
Mstep: Class 6 contains 61071 members 
Mstep: Class 8 contains 61380 members 
Mstep: Class 9 contains 11731 members 
Mstep: Class 10 contains 13361 members 
Mstep: Class 11 contains 107973 members 
Mstep: Class 12 contains 7782 members 
Mstep: Class 13 contains 39337 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 16 contains 11367 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55868 members 
Mstep: Class 19 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53912996.000000 Penalty: 35762.246094
Iteration 31Q: 18 clusters Score -5.3913e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11566 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 24362 members 
Mstep: Class 6 contains 61072 members 
Mstep: Class 8 contains 61341 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 13362 members 
Mstep: Class 11 contains 107895 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 13 contains 39628 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 16 contains 11358 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55882 members 
Mstep: Class 19 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913192.000000 Penalty: 35762.246094
Iteration 32Q: 18 clusters Score -5.391319e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 11566 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 5 contains 24346 members 
Mstep: Class 6 contains 61101 members 
Mstep: Class 8 contains 61306 members 
Mstep: Class 9 contains 11443 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 107817 members 
Mstep: Class 12 contains 7773 members 
Mstep: Class 13 contains 39831 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 16 contains 11348 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55878 members 
Mstep: Class 19 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913264.000000 Penalty: 35762.246094
Iteration 33Q: 18 clusters Score -5.391326e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11565 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 24317 members 
Mstep: Class 6 contains 61128 members 
Mstep: Class 8 contains 61272 members 
Mstep: Class 9 contains 11327 members 
Mstep: Class 10 contains 13365 members 
Mstep: Class 11 contains 107727 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 40047 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 16 contains 11336 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 55895 members 
Mstep: Class 19 contains 6639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913440.000000 Penalty: 35762.246094
Iteration 34Q: 18 clusters Score -5.391344e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 11567 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 24307 members 
Mstep: Class 6 contains 61140 members 
Mstep: Class 8 contains 61241 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 13374 members 
Mstep: Class 11 contains 107660 members 
Mstep: Class 12 contains 7780 members 
Mstep: Class 13 contains 40264 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 16 contains 11325 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 55905 members 
Mstep: Class 19 contains 6628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913540.000000 Penalty: 35762.246094
Iteration 35Q: 18 clusters Score -5.391354e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 11569 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 24303 members 
Mstep: Class 6 contains 61147 members 
Mstep: Class 8 contains 61200 members 
Mstep: Class 9 contains 11065 members 
Mstep: Class 10 contains 13373 members 
Mstep: Class 11 contains 107597 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 40468 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 16 contains 11311 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 55943 members 
Mstep: Class 19 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913528.000000 Penalty: 35762.246094
Iteration 36Q: 18 clusters Score -5.391353e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 11567 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 24290 members 
Mstep: Class 6 contains 61146 members 
Mstep: Class 8 contains 61168 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 107555 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 40680 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 16 contains 11302 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 55965 members 
Mstep: Class 19 contains 6623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913600.000000 Penalty: 35762.246094
Iteration 37Q: 18 clusters Score -5.39136e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11571 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 24278 members 
Mstep: Class 6 contains 61145 members 
Mstep: Class 8 contains 61145 members 
Mstep: Class 9 contains 10764 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 107523 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 40882 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 55985 members 
Mstep: Class 19 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913468.000000 Penalty: 35762.246094
Iteration 38Q: 18 clusters Score -5.391347e+07 nChanged 755
Entering ConstructFrom: 
Score: -53913468.000000 Penalty: 35762.246094
Entering ConstructFrom: 
Trying to split cluster 1 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -334307.937500 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -334307.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -331701.468750 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -331701.5 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -332484.937500 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -332484.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -332979.625000 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -332979.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -333398.156250 Penalty: 2581.383301
	Iteration 3F: 3 clusters Score -333398.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -333702.781250 Penalty: 2581.383301
	Iteration 4F: 3 clusters Score -333702.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -333902.343750 Penalty: 2581.383301
	Iteration 5F: 3 clusters Score -333902.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -334028.750000 Penalty: 2581.383301
	Iteration 6Q: 3 clusters Score -334028.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -334111.000000 Penalty: 2581.383301
	Iteration 7Q: 3 clusters Score -334111 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -334155.093750 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -334155.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -334176.375000 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -334176.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -334188.406250 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -334188.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -334201.187500 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -334201.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -334206.906250 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -334206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -334211.437500 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -334211.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -334214.937500 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -334214.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -334216.312500 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -334216.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -334217.375000 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -334217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -334219.156250 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -334219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -334220.500000 Penalty: 2581.383301
	Iteration 18Q: 3 clusters Score -334220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -334219.843750 Penalty: 2581.383301
	Iteration 19Q: 3 clusters Score -334219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -334221.906250 Penalty: 2581.383301
	Iteration 20F: 3 clusters Score -334221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -334223.218750 Penalty: 2581.383301
	Iteration 21Q: 3 clusters Score -334223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -334226.718750 Penalty: 2581.383301
	Iteration 22Q: 3 clusters Score -334226.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -334229.156250 Penalty: 2581.383301
	Iteration 23Q: 3 clusters Score -334229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -334231.281250 Penalty: 2581.383301
	Iteration 24Q: 3 clusters Score -334231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -334233.812500 Penalty: 2581.383301
	Iteration 25Q: 3 clusters Score -334233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -334235.375000 Penalty: 2581.383301
	Iteration 26Q: 3 clusters Score -334235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -334235.781250 Penalty: 2581.383301
	Iteration 27Q: 3 clusters Score -334235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -334236.437500 Penalty: 2581.383301
	Iteration 28Q: 3 clusters Score -334236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -334236.750000 Penalty: 2581.383301
	Iteration 29Q: 3 clusters Score -334236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -334237.031250 Penalty: 2581.383301
	Iteration 30Q: 3 clusters Score -334237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -334237.687500 Penalty: 2581.383301
	Iteration 31Q: 3 clusters Score -334237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -334237.687500 Penalty: 2581.383301
	Iteration 32F: 3 clusters Score -334237.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1456263.750000 Penalty: 1520.405762
	Iteration 0F: 2 clusters Score -1456264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1448110.750000 Penalty: 3040.811523
	Iteration 0F: 3 clusters Score -1448111 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1450743.500000 Penalty: 3040.811523
	Iteration 1F: 3 clusters Score -1450744 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1451009.000000 Penalty: 3040.811523
	Iteration 2F: 3 clusters Score -1451009 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1451247.750000 Penalty: 3040.811523
	Iteration 3Q: 3 clusters Score -1451248 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1451516.875000 Penalty: 3040.811523
	Iteration 4Q: 3 clusters Score -1451517 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1451865.125000 Penalty: 3040.811523
	Iteration 5F: 3 clusters Score -1451865 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1452325.500000 Penalty: 3040.811523
	Iteration 6F: 3 clusters Score -1452326 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1452861.375000 Penalty: 3040.811523
	Iteration 7F: 3 clusters Score -1452861 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1453459.375000 Penalty: 3040.811523
	Iteration 8F: 3 clusters Score -1453459 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1454007.375000 Penalty: 3040.811523
	Iteration 9F: 3 clusters Score -1454007 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1454351.500000 Penalty: 3040.811523
	Iteration 10Q: 3 clusters Score -1454352 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1454582.125000 Penalty: 3040.811523
	Iteration 11Q: 3 clusters Score -1454582 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1454725.375000 Penalty: 3040.811523
	Iteration 12Q: 3 clusters Score -1454725 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1454812.750000 Penalty: 3040.811523
	Iteration 13Q: 3 clusters Score -1454813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1454885.125000 Penalty: 3040.811523
	Iteration 14Q: 3 clusters Score -1454885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1454936.750000 Penalty: 3040.811523
	Iteration 15Q: 3 clusters Score -1454937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1454979.625000 Penalty: 3040.811523
	Iteration 16Q: 3 clusters Score -1454980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1455007.750000 Penalty: 3040.811523
	Iteration 17Q: 3 clusters Score -1455008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1455037.250000 Penalty: 3040.811523
	Iteration 18Q: 3 clusters Score -1455037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1455056.500000 Penalty: 3040.811523
	Iteration 19Q: 3 clusters Score -1455056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1455069.125000 Penalty: 3040.811523
	Iteration 20F: 3 clusters Score -1455069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1455078.625000 Penalty: 3040.811523
	Iteration 21Q: 3 clusters Score -1455079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1455090.750000 Penalty: 3040.811523
	Iteration 22Q: 3 clusters Score -1455091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1455096.875000 Penalty: 3040.811523
	Iteration 23Q: 3 clusters Score -1455097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1455107.375000 Penalty: 3040.811523
	Iteration 24Q: 3 clusters Score -1455107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1455117.250000 Penalty: 3040.811523
	Iteration 25Q: 3 clusters Score -1455117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1455123.750000 Penalty: 3040.811523
	Iteration 26Q: 3 clusters Score -1455124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1455127.375000 Penalty: 3040.811523
	Iteration 27Q: 3 clusters Score -1455127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1455129.375000 Penalty: 3040.811523
	Iteration 28Q: 3 clusters Score -1455129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1455132.875000 Penalty: 3040.811523
	Iteration 29Q: 3 clusters Score -1455133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1455134.375000 Penalty: 3040.811523
	Iteration 30Q: 3 clusters Score -1455134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1455136.750000 Penalty: 3040.811523
	Iteration 31Q: 3 clusters Score -1455137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1455138.000000 Penalty: 3040.811523
	Iteration 32Q: 3 clusters Score -1455138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1455138.875000 Penalty: 3040.811523
	Iteration 33Q: 3 clusters Score -1455139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1455138.875000 Penalty: 3040.811523
	Iteration 34F: 3 clusters Score -1455139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -42495.769531 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -42495.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41601.250000 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -41601.25 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41807.328125 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -41807.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41887.273438 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -41887.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41951.265625 Penalty: 1967.692871
	Iteration 3F: 3 clusters Score -41951.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -42064.945312 Penalty: 1967.692871
	Iteration 4F: 3 clusters Score -42064.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42238.261719 Penalty: 1967.692871
	Iteration 5F: 3 clusters Score -42238.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -42500.035156 Penalty: 1967.692871
	Iteration 6F: 3 clusters Score -42500.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -42635.718750 Penalty: 1967.692871
	Iteration 7F: 3 clusters Score -42635.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -42671.144531 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -42671.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -42699.867188 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -42699.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -42701.664062 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -42701.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -42704.210938 Penalty: 1967.692871
	Iteration 11Q: 3 clusters Score -42704.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -42706.074219 Penalty: 1967.692871
	Iteration 12Q: 3 clusters Score -42706.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -42706.074219 Penalty: 1967.692871
	Iteration 13F: 3 clusters Score -42706.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 346 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 24261 members 
Mstep: Class 6 contains 61147 members 
Mstep: Class 7 contains 80 members 
Mstep: Class 8 contains 61135 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 13393 members 
Mstep: Class 11 contains 107496 members 
Mstep: Class 12 contains 7804 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 56002 members 
Mstep: Class 19 contains 6595 members 
Entering Unmasked Estep 
Score: -53912420.000000 Penalty: 37865.906250
Splitting cluster 3 changes total score from -53913468.000000 to -53912420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -142269.859375 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -142269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140706.546875 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -140706.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -141039.625000 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -141039.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -141094.562500 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -141094.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -141129.515625 Penalty: 2305.626465
	Iteration 3Q: 3 clusters Score -141129.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -141150.953125 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -141151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141176.796875 Penalty: 2305.626465
	Iteration 5Q: 3 clusters Score -141176.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141202.984375 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -141203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -141219.703125 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -141219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -141229.750000 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -141229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -141234.296875 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -141234.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -141242.328125 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -141242.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -141248.812500 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -141248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -141254.234375 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -141254.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141262.328125 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -141262.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -141268.218750 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -141268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -141271.203125 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -141271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141276.046875 Penalty: 2305.626465
	Iteration 16Q: 3 clusters Score -141276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -141278.062500 Penalty: 2305.626465
	Iteration 17Q: 3 clusters Score -141278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -141278.750000 Penalty: 2305.626465
	Iteration 18Q: 3 clusters Score -141278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -141278.750000 Penalty: 2305.626465
	Iteration 19F: 3 clusters Score -141278.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Entering Unmasked Estep 
Score: -3184487.250000 Penalty: 1640.701660
	Iteration 0F: 2 clusters Score -3184487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3168125.750000 Penalty: 3281.403320
	Iteration 0F: 3 clusters Score -3168126 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3174193.250000 Penalty: 3281.403320
	Iteration 1F: 3 clusters Score -3174193 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3174580.250000 Penalty: 3281.403320
	Iteration 2Q: 3 clusters Score -3174580 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3174958.500000 Penalty: 3281.403320
	Iteration 3Q: 3 clusters Score -3174958 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3175308.000000 Penalty: 3281.403320
	Iteration 4Q: 3 clusters Score -3175308 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3175764.750000 Penalty: 3281.403320
	Iteration 5Q: 3 clusters Score -3175765 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3176306.750000 Penalty: 3281.403320
	Iteration 6Q: 3 clusters Score -3176307 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3177161.250000 Penalty: 3281.403320
	Iteration 7F: 3 clusters Score -3177161 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3178301.000000 Penalty: 3281.403320
	Iteration 8F: 3 clusters Score -3178301 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3179895.750000 Penalty: 3281.403320
	Iteration 9F: 3 clusters Score -3179896 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3181925.500000 Penalty: 3281.403320
	Iteration 10F: 3 clusters Score -3181926 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3183566.500000 Penalty: 3281.403320
	Iteration 11F: 3 clusters Score -3183566 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3184364.750000 Penalty: 3281.403320
	Iteration 12Q: 3 clusters Score -3184365 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3184704.500000 Penalty: 3281.403320
	Iteration 13Q: 3 clusters Score -3184704 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3184845.000000 Penalty: 3281.403320
	Iteration 14Q: 3 clusters Score -3184845 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3184909.000000 Penalty: 3281.403320
	Iteration 15Q: 3 clusters Score -3184909 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3184940.500000 Penalty: 3281.403320
	Iteration 16Q: 3 clusters Score -3184940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3184950.750000 Penalty: 3281.403320
	Iteration 17Q: 3 clusters Score -3184951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3184957.000000 Penalty: 3281.403320
	Iteration 18Q: 3 clusters Score -3184957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3184960.500000 Penalty: 3281.403320
	Iteration 19Q: 3 clusters Score -3184960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3184973.250000 Penalty: 3281.403320
	Iteration 20F: 3 clusters Score -3184973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3184985.000000 Penalty: 3281.403320
	Iteration 21Q: 3 clusters Score -3184985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3184991.250000 Penalty: 3281.403320
	Iteration 22Q: 3 clusters Score -3184991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3184989.500000 Penalty: 3281.403320
	Iteration 23Q: 3 clusters Score -3184990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3184991.500000 Penalty: 3281.403320
	Iteration 24Q: 3 clusters Score -3184992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3184994.250000 Penalty: 3281.403320
	Iteration 25Q: 3 clusters Score -3184994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3184995.000000 Penalty: 3281.403320
	Iteration 26Q: 3 clusters Score -3184995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3184997.500000 Penalty: 3281.403320
	Iteration 27Q: 3 clusters Score -3184998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3184996.750000 Penalty: 3281.403320
	Iteration 28Q: 3 clusters Score -3184997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3184992.250000 Penalty: 3281.403320
	Iteration 29Q: 3 clusters Score -3184992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3184989.000000 Penalty: 3281.403320
	Iteration 30Q: 3 clusters Score -3184989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3184988.500000 Penalty: 3281.403320
	Iteration 31Q: 3 clusters Score -3184988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3184987.750000 Penalty: 3281.403320
	Iteration 32Q: 3 clusters Score -3184988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3184985.000000 Penalty: 3281.403320
	Iteration 33Q: 3 clusters Score -3184985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3184985.750000 Penalty: 3281.403320
	Iteration 34Q: 3 clusters Score -3184986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3184987.000000 Penalty: 3281.403320
	Iteration 35Q: 3 clusters Score -3184987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3184987.250000 Penalty: 3281.403320
	Iteration 36Q: 3 clusters Score -3184987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3184987.250000 Penalty: 3281.403320
	Iteration 37Q: 3 clusters Score -3184987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3184985.250000 Penalty: 3281.403320
	Iteration 38Q: 3 clusters Score -3184985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3184985.250000 Penalty: 3281.403320
	Iteration 39F: 3 clusters Score -3184985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 16483 members 
Mstep: Class 6 contains 61147 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 61135 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 13393 members 
Mstep: Class 11 contains 107496 members 
Mstep: Class 12 contains 7804 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 56002 members 
Mstep: Class 19 contains 6595 members 
Entering Unmasked Estep 
Score: -53913752.000000 Penalty: 37865.906250
Splitting cluster 5 changes total score from -53913468.000000 to -53913752.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (61147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Entering Unmasked Estep 
Score: -8009007.500000 Penalty: 1790.918335
	Iteration 0F: 2 clusters Score -8009008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -7968481.500000 Penalty: 3581.836670
	Iteration 0F: 3 clusters Score -7968482 nChanged 28800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -7984985.500000 Penalty: 3581.836670
	Iteration 1F: 3 clusters Score -7984986 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -7985664.000000 Penalty: 3581.836670
	Iteration 2Q: 3 clusters Score -7985664 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -7986478.500000 Penalty: 3581.836670
	Iteration 3Q: 3 clusters Score -7986478 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -7987537.500000 Penalty: 3581.836670
	Iteration 4Q: 3 clusters Score -7987538 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -7989097.000000 Penalty: 3581.836670
	Iteration 5Q: 3 clusters Score -7989097 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -7991999.000000 Penalty: 3581.836670
	Iteration 6F: 3 clusters Score -7991999 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -7996760.000000 Penalty: 3581.836670
	Iteration 7F: 3 clusters Score -7996760 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -8002549.500000 Penalty: 3581.836670
	Iteration 8F: 3 clusters Score -8002550 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -8006469.500000 Penalty: 3581.836670
	Iteration 9F: 3 clusters Score -8006470 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -8008950.000000 Penalty: 3581.836670
	Iteration 10Q: 3 clusters Score -8008950 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -8010944.500000 Penalty: 3581.836670
	Iteration 11Q: 3 clusters Score -8010944 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -8012464.500000 Penalty: 3581.836670
	Iteration 12Q: 3 clusters Score -8012464 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -8013374.500000 Penalty: 3581.836670
	Iteration 13Q: 3 clusters Score -8013374 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -8013822.500000 Penalty: 3581.836670
	Iteration 14Q: 3 clusters Score -8013822 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -8014050.500000 Penalty: 3581.836670
	Iteration 15Q: 3 clusters Score -8014050 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -8014204.000000 Penalty: 3581.836670
	Iteration 16Q: 3 clusters Score -8014204 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -8014283.000000 Penalty: 3581.836670
	Iteration 17Q: 3 clusters Score -8014283 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -8014357.000000 Penalty: 3581.836670
	Iteration 18Q: 3 clusters Score -8014357 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -8014383.500000 Penalty: 3581.836670
	Iteration 19Q: 3 clusters Score -8014384 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -8014396.000000 Penalty: 3581.836670
	Iteration 20F: 3 clusters Score -8014396 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -8014412.500000 Penalty: 3581.836670
	Iteration 21Q: 3 clusters Score -8014412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -8014429.500000 Penalty: 3581.836670
	Iteration 22Q: 3 clusters Score -8014430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -8014423.500000 Penalty: 3581.836670
	Iteration 23Q: 3 clusters Score -8014424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -8014428.000000 Penalty: 3581.836670
	Iteration 24Q: 3 clusters Score -8014428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -8014428.000000 Penalty: 3581.836670
	Iteration 25Q: 3 clusters Score -8014428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -8014423.500000 Penalty: 3581.836670
	Iteration 26Q: 3 clusters Score -8014424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8014419.500000 Penalty: 3581.836670
	Iteration 27Q: 3 clusters Score -8014420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -8014419.500000 Penalty: 3581.836670
	Iteration 28Q: 3 clusters Score -8014420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -8014418.500000 Penalty: 3581.836670
	Iteration 29Q: 3 clusters Score -8014418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8014421.500000 Penalty: 3581.836670
	Iteration 30Q: 3 clusters Score -8014422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -8014416.500000 Penalty: 3581.836670
	Iteration 31Q: 3 clusters Score -8014416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -8014415.500000 Penalty: 3581.836670
	Iteration 32Q: 3 clusters Score -8014416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -8014408.500000 Penalty: 3581.836670
	Iteration 33Q: 3 clusters Score -8014408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -8014423.000000 Penalty: 3581.836670
	Iteration 34Q: 3 clusters Score -8014423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -8014422.500000 Penalty: 3581.836670
	Iteration 35Q: 3 clusters Score -8014422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8014423.500000 Penalty: 3581.836670
	Iteration 36Q: 3 clusters Score -8014424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -8014426.000000 Penalty: 3581.836670
	Iteration 37Q: 3 clusters Score -8014426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -8014428.500000 Penalty: 3581.836670
	Iteration 38Q: 3 clusters Score -8014428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -8014428.500000 Penalty: 3581.836670
	Iteration 39Q: 3 clusters Score -8014428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -8014421.000000 Penalty: 3581.836670
	Iteration 40F: 3 clusters Score -8014421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -8014424.000000 Penalty: 3581.836670
	Iteration 41Q: 3 clusters Score -8014424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -8014426.000000 Penalty: 3581.836670
	Iteration 42Q: 3 clusters Score -8014426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -8014426.000000 Penalty: 3581.836670
	Iteration 43Q: 3 clusters Score -8014426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -8014421.500000 Penalty: 3581.836670
	Iteration 44Q: 3 clusters Score -8014422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -8014423.000000 Penalty: 3581.836670
	Iteration 45Q: 3 clusters Score -8014423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -8014412.500000 Penalty: 3581.836670
	Iteration 46Q: 3 clusters Score -8014412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -8014412.500000 Penalty: 3581.836670
	Iteration 47F: 3 clusters Score -8014412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 16483 members 
Mstep: Class 6 contains 20995 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 61135 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 13393 members 
Mstep: Class 11 contains 107496 members 
Mstep: Class 12 contains 7804 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 40152 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 56002 members 
Mstep: Class 19 contains 6595 members 
Entering Unmasked Estep 
Score: -53919000.000000 Penalty: 39969.566406
Splitting cluster 6 changes total score from -53913468.000000 to -53919000.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (61135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Entering Unmasked Estep 
Score: -8071122.500000 Penalty: 1790.886475
	Iteration 0F: 2 clusters Score -8071122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -8030768.000000 Penalty: 3581.772949
	Iteration 0F: 3 clusters Score -8030768 nChanged 28939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -8047090.000000 Penalty: 3581.772949
	Iteration 1F: 3 clusters Score -8047090 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -8047734.000000 Penalty: 3581.772949
	Iteration 2Q: 3 clusters Score -8047734 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -8048485.500000 Penalty: 3581.772949
	Iteration 3Q: 3 clusters Score -8048486 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -8049803.000000 Penalty: 3581.772949
	Iteration 4Q: 3 clusters Score -8049803 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8051706.000000 Penalty: 3581.772949
	Iteration 5F: 3 clusters Score -8051706 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -8054536.500000 Penalty: 3581.772949
	Iteration 6F: 3 clusters Score -8054536 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -8058147.000000 Penalty: 3581.772949
	Iteration 7F: 3 clusters Score -8058147 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -8062007.000000 Penalty: 3581.772949
	Iteration 8F: 3 clusters Score -8062007 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -8065214.000000 Penalty: 3581.772949
	Iteration 9F: 3 clusters Score -8065214 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -8067358.500000 Penalty: 3581.772949
	Iteration 10Q: 3 clusters Score -8067358 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8068493.000000 Penalty: 3581.772949
	Iteration 11Q: 3 clusters Score -8068493 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8069065.000000 Penalty: 3581.772949
	Iteration 12Q: 3 clusters Score -8069065 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8069311.000000 Penalty: 3581.772949
	Iteration 13Q: 3 clusters Score -8069311 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8069448.500000 Penalty: 3581.772949
	Iteration 14Q: 3 clusters Score -8069448 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8069532.500000 Penalty: 3581.772949
	Iteration 15Q: 3 clusters Score -8069532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8069588.000000 Penalty: 3581.772949
	Iteration 16Q: 3 clusters Score -8069588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8069622.000000 Penalty: 3581.772949
	Iteration 17Q: 3 clusters Score -8069622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8069651.500000 Penalty: 3581.772949
	Iteration 18Q: 3 clusters Score -8069652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8069678.000000 Penalty: 3581.772949
	Iteration 19Q: 3 clusters Score -8069678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8069700.000000 Penalty: 3581.772949
	Iteration 20F: 3 clusters Score -8069700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8069717.500000 Penalty: 3581.772949
	Iteration 21Q: 3 clusters Score -8069718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8069726.000000 Penalty: 3581.772949
	Iteration 22Q: 3 clusters Score -8069726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8069721.000000 Penalty: 3581.772949
	Iteration 23Q: 3 clusters Score -8069721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8069726.000000 Penalty: 3581.772949
	Iteration 24Q: 3 clusters Score -8069726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8069743.000000 Penalty: 3581.772949
	Iteration 25Q: 3 clusters Score -8069743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8069751.500000 Penalty: 3581.772949
	Iteration 26Q: 3 clusters Score -8069752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8069755.000000 Penalty: 3581.772949
	Iteration 27Q: 3 clusters Score -8069755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8069763.500000 Penalty: 3581.772949
	Iteration 28Q: 3 clusters Score -8069764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8069772.000000 Penalty: 3581.772949
	Iteration 29Q: 3 clusters Score -8069772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8069772.500000 Penalty: 3581.772949
	Iteration 30Q: 3 clusters Score -8069772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8069770.500000 Penalty: 3581.772949
	Iteration 31Q: 3 clusters Score -8069770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8069769.500000 Penalty: 3581.772949
	Iteration 32Q: 3 clusters Score -8069770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8069769.500000 Penalty: 3581.772949
	Iteration 33F: 3 clusters Score -8069770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Entering Unmasked Estep 
Score: -1395925.125000 Penalty: 1505.842163
	Iteration 0F: 2 clusters Score -1395925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1388359.125000 Penalty: 3011.684326
	Iteration 0F: 3 clusters Score -1388359 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1390826.875000 Penalty: 3011.684326
	Iteration 1F: 3 clusters Score -1390827 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1391096.875000 Penalty: 3011.684326
	Iteration 2F: 3 clusters Score -1391097 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1391338.125000 Penalty: 3011.684326
	Iteration 3Q: 3 clusters Score -1391338 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1391597.250000 Penalty: 3011.684326
	Iteration 4Q: 3 clusters Score -1391597 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1391873.500000 Penalty: 3011.684326
	Iteration 5Q: 3 clusters Score -1391874 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1392205.000000 Penalty: 3011.684326
	Iteration 6F: 3 clusters Score -1392205 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1392568.750000 Penalty: 3011.684326
	Iteration 7F: 3 clusters Score -1392569 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1392953.750000 Penalty: 3011.684326
	Iteration 8F: 3 clusters Score -1392954 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1393333.875000 Penalty: 3011.684326
	Iteration 9Q: 3 clusters Score -1393334 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1393713.125000 Penalty: 3011.684326
	Iteration 10Q: 3 clusters Score -1393713 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1394018.625000 Penalty: 3011.684326
	Iteration 11Q: 3 clusters Score -1394019 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1394244.000000 Penalty: 3011.684326
	Iteration 12Q: 3 clusters Score -1394244 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1394357.125000 Penalty: 3011.684326
	Iteration 13Q: 3 clusters Score -1394357 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1394410.125000 Penalty: 3011.684326
	Iteration 14Q: 3 clusters Score -1394410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1394431.625000 Penalty: 3011.684326
	Iteration 15Q: 3 clusters Score -1394432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1394460.875000 Penalty: 3011.684326
	Iteration 16Q: 3 clusters Score -1394461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1394472.750000 Penalty: 3011.684326
	Iteration 17Q: 3 clusters Score -1394473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1394484.250000 Penalty: 3011.684326
	Iteration 18Q: 3 clusters Score -1394484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1394500.250000 Penalty: 3011.684326
	Iteration 19Q: 3 clusters Score -1394500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1394510.625000 Penalty: 3011.684326
	Iteration 20F: 3 clusters Score -1394511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1394528.250000 Penalty: 3011.684326
	Iteration 21Q: 3 clusters Score -1394528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1394539.250000 Penalty: 3011.684326
	Iteration 22Q: 3 clusters Score -1394539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1394547.875000 Penalty: 3011.684326
	Iteration 23Q: 3 clusters Score -1394548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1394556.125000 Penalty: 3011.684326
	Iteration 24Q: 3 clusters Score -1394556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1394564.000000 Penalty: 3011.684326
	Iteration 25Q: 3 clusters Score -1394564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1394567.875000 Penalty: 3011.684326
	Iteration 26Q: 3 clusters Score -1394568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1394571.375000 Penalty: 3011.684326
	Iteration 27Q: 3 clusters Score -1394571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1394576.625000 Penalty: 3011.684326
	Iteration 28Q: 3 clusters Score -1394577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1394579.625000 Penalty: 3011.684326
	Iteration 29Q: 3 clusters Score -1394580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1394580.750000 Penalty: 3011.684326
	Iteration 30Q: 3 clusters Score -1394581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1394584.250000 Penalty: 3011.684326
	Iteration 31Q: 3 clusters Score -1394584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1394588.125000 Penalty: 3011.684326
	Iteration 32Q: 3 clusters Score -1394588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1394591.250000 Penalty: 3011.684326
	Iteration 33Q: 3 clusters Score -1394591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1394591.125000 Penalty: 3011.684326
	Iteration 34Q: 3 clusters Score -1394591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1394595.500000 Penalty: 3011.684326
	Iteration 35Q: 3 clusters Score -1394596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1394602.375000 Penalty: 3011.684326
	Iteration 36Q: 3 clusters Score -1394602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1394604.875000 Penalty: 3011.684326
	Iteration 37Q: 3 clusters Score -1394605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1394608.125000 Penalty: 3011.684326
	Iteration 38Q: 3 clusters Score -1394608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1394612.125000 Penalty: 3011.684326
	Iteration 39Q: 3 clusters Score -1394612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1394614.000000 Penalty: 3011.684326
	Iteration 40F: 3 clusters Score -1394614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1394619.625000 Penalty: 3011.684326
	Iteration 41Q: 3 clusters Score -1394620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1394621.250000 Penalty: 3011.684326
	Iteration 42Q: 3 clusters Score -1394621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1394622.375000 Penalty: 3011.684326
	Iteration 43Q: 3 clusters Score -1394622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1394622.375000 Penalty: 3011.684326
	Iteration 44Q: 3 clusters Score -1394622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1394627.250000 Penalty: 3011.684326
	Iteration 45Q: 3 clusters Score -1394627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1394632.000000 Penalty: 3011.684326
	Iteration 46Q: 3 clusters Score -1394632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1394633.875000 Penalty: 3011.684326
	Iteration 47Q: 3 clusters Score -1394634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1394632.375000 Penalty: 3011.684326
	Iteration 48Q: 3 clusters Score -1394632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1394632.625000 Penalty: 3011.684326
	Iteration 49Q: 3 clusters Score -1394633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1394636.125000 Penalty: 3011.684326
	Iteration 50Q: 3 clusters Score -1394636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1394642.250000 Penalty: 3011.684326
	Iteration 51Q: 3 clusters Score -1394642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1394648.375000 Penalty: 3011.684326
	Iteration 52Q: 3 clusters Score -1394648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1394650.750000 Penalty: 3011.684326
	Iteration 53Q: 3 clusters Score -1394651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1394651.250000 Penalty: 3011.684326
	Iteration 54Q: 3 clusters Score -1394651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1394650.625000 Penalty: 3011.684326
	Iteration 55Q: 3 clusters Score -1394651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1394653.250000 Penalty: 3011.684326
	Iteration 56Q: 3 clusters Score -1394653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1394658.875000 Penalty: 3011.684326
	Iteration 57Q: 3 clusters Score -1394659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1394661.250000 Penalty: 3011.684326
	Iteration 58Q: 3 clusters Score -1394661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1394659.625000 Penalty: 3011.684326
	Iteration 59Q: 3 clusters Score -1394660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1394662.000000 Penalty: 3011.684326
	Iteration 60F: 3 clusters Score -1394662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1394662.375000 Penalty: 3011.684326
	Iteration 61Q: 3 clusters Score -1394662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1394664.125000 Penalty: 3011.684326
	Iteration 62Q: 3 clusters Score -1394664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1394663.750000 Penalty: 3011.684326
	Iteration 63Q: 3 clusters Score -1394664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1394668.250000 Penalty: 3011.684326
	Iteration 64Q: 3 clusters Score -1394668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1394668.125000 Penalty: 3011.684326
	Iteration 65Q: 3 clusters Score -1394668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1394669.875000 Penalty: 3011.684326
	Iteration 66Q: 3 clusters Score -1394670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1394670.625000 Penalty: 3011.684326
	Iteration 67Q: 3 clusters Score -1394671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1394669.500000 Penalty: 3011.684326
	Iteration 68Q: 3 clusters Score -1394670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1394673.125000 Penalty: 3011.684326
	Iteration 69Q: 3 clusters Score -1394673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1394673.750000 Penalty: 3011.684326
	Iteration 70Q: 3 clusters Score -1394674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1394675.125000 Penalty: 3011.684326
	Iteration 71Q: 3 clusters Score -1394675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1394674.000000 Penalty: 3011.684326
	Iteration 72Q: 3 clusters Score -1394674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1394673.375000 Penalty: 3011.684326
	Iteration 73Q: 3 clusters Score -1394673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1394674.625000 Penalty: 3011.684326
	Iteration 74Q: 3 clusters Score -1394675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1394676.000000 Penalty: 3011.684326
	Iteration 75Q: 3 clusters Score -1394676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1394676.000000 Penalty: 3011.684326
	Iteration 76F: 3 clusters Score -1394676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Entering Unmasked Estep 
Score: -1683097.250000 Penalty: 1544.154175
	Iteration 0F: 2 clusters Score -1683097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1673656.125000 Penalty: 3088.308350
	Iteration 0F: 3 clusters Score -1673656 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1676862.250000 Penalty: 3088.308350
	Iteration 1F: 3 clusters Score -1676862 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1677122.500000 Penalty: 3088.308350
	Iteration 2F: 3 clusters Score -1677122 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1677364.250000 Penalty: 3088.308350
	Iteration 3Q: 3 clusters Score -1677364 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1677646.500000 Penalty: 3088.308350
	Iteration 4Q: 3 clusters Score -1677646 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1678015.000000 Penalty: 3088.308350
	Iteration 5F: 3 clusters Score -1678015 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1678516.375000 Penalty: 3088.308350
	Iteration 6F: 3 clusters Score -1678516 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1679144.875000 Penalty: 3088.308350
	Iteration 7F: 3 clusters Score -1679145 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1679798.125000 Penalty: 3088.308350
	Iteration 8F: 3 clusters Score -1679798 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1680433.375000 Penalty: 3088.308350
	Iteration 9F: 3 clusters Score -1680433 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1680959.625000 Penalty: 3088.308350
	Iteration 10Q: 3 clusters Score -1680960 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1681332.875000 Penalty: 3088.308350
	Iteration 11Q: 3 clusters Score -1681333 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1681539.000000 Penalty: 3088.308350
	Iteration 12Q: 3 clusters Score -1681539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1681642.000000 Penalty: 3088.308350
	Iteration 13Q: 3 clusters Score -1681642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1681699.750000 Penalty: 3088.308350
	Iteration 14Q: 3 clusters Score -1681700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1681728.125000 Penalty: 3088.308350
	Iteration 15Q: 3 clusters Score -1681728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1681753.500000 Penalty: 3088.308350
	Iteration 16Q: 3 clusters Score -1681754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1681766.750000 Penalty: 3088.308350
	Iteration 17Q: 3 clusters Score -1681767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1681789.500000 Penalty: 3088.308350
	Iteration 18Q: 3 clusters Score -1681790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1681798.250000 Penalty: 3088.308350
	Iteration 19Q: 3 clusters Score -1681798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1681800.625000 Penalty: 3088.308350
	Iteration 20F: 3 clusters Score -1681801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1681803.500000 Penalty: 3088.308350
	Iteration 21Q: 3 clusters Score -1681804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1681814.875000 Penalty: 3088.308350
	Iteration 22Q: 3 clusters Score -1681815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1681824.250000 Penalty: 3088.308350
	Iteration 23Q: 3 clusters Score -1681824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1681829.625000 Penalty: 3088.308350
	Iteration 24Q: 3 clusters Score -1681830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1681835.375000 Penalty: 3088.308350
	Iteration 25Q: 3 clusters Score -1681835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1681838.125000 Penalty: 3088.308350
	Iteration 26Q: 3 clusters Score -1681838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1681841.000000 Penalty: 3088.308350
	Iteration 27Q: 3 clusters Score -1681841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1681841.500000 Penalty: 3088.308350
	Iteration 28Q: 3 clusters Score -1681842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1681841.500000 Penalty: 3088.308350
	Iteration 29F: 3 clusters Score -1681842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (107496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Entering Unmasked Estep 
Score: -14165864.000000 Penalty: 1882.596436
	Iteration 0F: 2 clusters Score -1.416586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -14099925.000000 Penalty: 3765.192871
	Iteration 0F: 3 clusters Score -1.409992e+07 nChanged 51623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -14129472.000000 Penalty: 3765.192871
	Iteration 1F: 3 clusters Score -1.412947e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -14130128.000000 Penalty: 3765.192871
	Iteration 2Q: 3 clusters Score -1.413013e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -14131151.000000 Penalty: 3765.192871
	Iteration 3Q: 3 clusters Score -1.413115e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -14132744.000000 Penalty: 3765.192871
	Iteration 4Q: 3 clusters Score -1.413274e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -14135378.000000 Penalty: 3765.192871
	Iteration 5F: 3 clusters Score -1.413538e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -14139769.000000 Penalty: 3765.192871
	Iteration 6F: 3 clusters Score -1.413977e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -14145408.000000 Penalty: 3765.192871
	Iteration 7F: 3 clusters Score -1.414541e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -14150231.000000 Penalty: 3765.192871
	Iteration 8F: 3 clusters Score -1.415023e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -14153460.000000 Penalty: 3765.192871
	Iteration 9F: 3 clusters Score -1.415346e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -14155217.000000 Penalty: 3765.192871
	Iteration 10Q: 3 clusters Score -1.415522e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -14155745.000000 Penalty: 3765.192871
	Iteration 11Q: 3 clusters Score -1.415574e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -14156120.000000 Penalty: 3765.192871
	Iteration 12Q: 3 clusters Score -1.415612e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -14156292.000000 Penalty: 3765.192871
	Iteration 13Q: 3 clusters Score -1.415629e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -14156488.000000 Penalty: 3765.192871
	Iteration 14Q: 3 clusters Score -1.415649e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -14156598.000000 Penalty: 3765.192871
	Iteration 15Q: 3 clusters Score -1.41566e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -14156707.000000 Penalty: 3765.192871
	Iteration 16Q: 3 clusters Score -1.415671e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -14156969.000000 Penalty: 3765.192871
	Iteration 17Q: 3 clusters Score -1.415697e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -14157168.000000 Penalty: 3765.192871
	Iteration 18Q: 3 clusters Score -1.415717e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -14157400.000000 Penalty: 3765.192871
	Iteration 19Q: 3 clusters Score -1.41574e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 77776 members 
Entering Unmasked Estep 
Score: -14157579.000000 Penalty: 3765.192871
	Iteration 20F: 3 clusters Score -1.415758e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -14157838.000000 Penalty: 3765.192871
	Iteration 21Q: 3 clusters Score -1.415784e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -14158081.000000 Penalty: 3765.192871
	Iteration 22Q: 3 clusters Score -1.415808e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -14158415.000000 Penalty: 3765.192871
	Iteration 23Q: 3 clusters Score -1.415842e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -14158738.000000 Penalty: 3765.192871
	Iteration 24Q: 3 clusters Score -1.415874e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -14159116.000000 Penalty: 3765.192871
	Iteration 25Q: 3 clusters Score -1.415912e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -14159414.000000 Penalty: 3765.192871
	Iteration 26Q: 3 clusters Score -1.415941e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -14159811.000000 Penalty: 3765.192871
	Iteration 27Q: 3 clusters Score -1.415981e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -14160142.000000 Penalty: 3765.192871
	Iteration 28Q: 3 clusters Score -1.416014e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -14160387.000000 Penalty: 3765.192871
	Iteration 29Q: 3 clusters Score -1.416039e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -14160782.000000 Penalty: 3765.192871
	Iteration 30Q: 3 clusters Score -1.416078e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -14161135.000000 Penalty: 3765.192871
	Iteration 31Q: 3 clusters Score -1.416114e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -14161453.000000 Penalty: 3765.192871
	Iteration 32Q: 3 clusters Score -1.416145e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -14161720.000000 Penalty: 3765.192871
	Iteration 33Q: 3 clusters Score -1.416172e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -14162014.000000 Penalty: 3765.192871
	Iteration 34Q: 3 clusters Score -1.416201e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -14162206.000000 Penalty: 3765.192871
	Iteration 35Q: 3 clusters Score -1.416221e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -14162378.000000 Penalty: 3765.192871
	Iteration 36Q: 3 clusters Score -1.416238e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -14162574.000000 Penalty: 3765.192871
	Iteration 37Q: 3 clusters Score -1.416257e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -14162782.000000 Penalty: 3765.192871
	Iteration 38Q: 3 clusters Score -1.416278e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -14162991.000000 Penalty: 3765.192871
	Iteration 39Q: 3 clusters Score -1.416299e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -14163348.000000 Penalty: 3765.192871
	Iteration 40F: 3 clusters Score -1.416335e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -14163633.000000 Penalty: 3765.192871
	Iteration 41Q: 3 clusters Score -1.416363e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -14163834.000000 Penalty: 3765.192871
	Iteration 42Q: 3 clusters Score -1.416383e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -14164021.000000 Penalty: 3765.192871
	Iteration 43Q: 3 clusters Score -1.416402e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -14164139.000000 Penalty: 3765.192871
	Iteration 44Q: 3 clusters Score -1.416414e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -14164333.000000 Penalty: 3765.192871
	Iteration 45Q: 3 clusters Score -1.416433e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -14164472.000000 Penalty: 3765.192871
	Iteration 46Q: 3 clusters Score -1.416447e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -14164774.000000 Penalty: 3765.192871
	Iteration 47Q: 3 clusters Score -1.416477e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -14164951.000000 Penalty: 3765.192871
	Iteration 48Q: 3 clusters Score -1.416495e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -14165074.000000 Penalty: 3765.192871
	Iteration 49Q: 3 clusters Score -1.416507e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -14165153.000000 Penalty: 3765.192871
	Iteration 50Q: 3 clusters Score -1.416515e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -14165389.000000 Penalty: 3765.192871
	Iteration 51Q: 3 clusters Score -1.416539e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -14165579.000000 Penalty: 3765.192871
	Iteration 52Q: 3 clusters Score -1.416558e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -14165788.000000 Penalty: 3765.192871
	Iteration 53Q: 3 clusters Score -1.416579e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -14165996.000000 Penalty: 3765.192871
	Iteration 54Q: 3 clusters Score -1.4166e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -14166068.000000 Penalty: 3765.192871
	Iteration 55Q: 3 clusters Score -1.416607e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -14166202.000000 Penalty: 3765.192871
	Iteration 56Q: 3 clusters Score -1.41662e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -14166230.000000 Penalty: 3765.192871
	Iteration 57Q: 3 clusters Score -1.416623e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -14166337.000000 Penalty: 3765.192871
	Iteration 58Q: 3 clusters Score -1.416634e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -14166402.000000 Penalty: 3765.192871
	Iteration 59Q: 3 clusters Score -1.41664e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -14166451.000000 Penalty: 3765.192871
	Iteration 60F: 3 clusters Score -1.416645e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -14166474.000000 Penalty: 3765.192871
	Iteration 61Q: 3 clusters Score -1.416647e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -14166506.000000 Penalty: 3765.192871
	Iteration 62Q: 3 clusters Score -1.416651e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -14166545.000000 Penalty: 3765.192871
	Iteration 63Q: 3 clusters Score -1.416654e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -14166545.000000 Penalty: 3765.192871
	Iteration 64Q: 3 clusters Score -1.416654e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -14166645.000000 Penalty: 3765.192871
	Iteration 65Q: 3 clusters Score -1.416664e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -14166682.000000 Penalty: 3765.192871
	Iteration 66Q: 3 clusters Score -1.416668e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -14166756.000000 Penalty: 3765.192871
	Iteration 67Q: 3 clusters Score -1.416676e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -14166865.000000 Penalty: 3765.192871
	Iteration 68Q: 3 clusters Score -1.416686e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -14166898.000000 Penalty: 3765.192871
	Iteration 69Q: 3 clusters Score -1.41669e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -14166966.000000 Penalty: 3765.192871
	Iteration 70Q: 3 clusters Score -1.416697e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -14167006.000000 Penalty: 3765.192871
	Iteration 71Q: 3 clusters Score -1.416701e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -14167042.000000 Penalty: 3765.192871
	Iteration 72Q: 3 clusters Score -1.416704e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -14167071.000000 Penalty: 3765.192871
	Iteration 73Q: 3 clusters Score -1.416707e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -14167087.000000 Penalty: 3765.192871
	Iteration 74Q: 3 clusters Score -1.416709e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -14167102.000000 Penalty: 3765.192871
	Iteration 75Q: 3 clusters Score -1.41671e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -14167134.000000 Penalty: 3765.192871
	Iteration 76Q: 3 clusters Score -1.416713e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -14167155.000000 Penalty: 3765.192871
	Iteration 77Q: 3 clusters Score -1.416716e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -14167195.000000 Penalty: 3765.192871
	Iteration 78Q: 3 clusters Score -1.41672e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -14167247.000000 Penalty: 3765.192871
	Iteration 79Q: 3 clusters Score -1.416725e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -14167242.000000 Penalty: 3765.192871
	Iteration 80F: 3 clusters Score -1.416724e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -14167285.000000 Penalty: 3765.192871
	Iteration 81Q: 3 clusters Score -1.416728e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -14167453.000000 Penalty: 3765.192871
	Iteration 82Q: 3 clusters Score -1.416745e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -14167608.000000 Penalty: 3765.192871
	Iteration 83Q: 3 clusters Score -1.416761e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -14167646.000000 Penalty: 3765.192871
	Iteration 84Q: 3 clusters Score -1.416765e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -14167704.000000 Penalty: 3765.192871
	Iteration 85Q: 3 clusters Score -1.41677e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -14167658.000000 Penalty: 3765.192871
	Iteration 86Q: 3 clusters Score -1.416766e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -14167643.000000 Penalty: 3765.192871
	Iteration 87Q: 3 clusters Score -1.416764e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -14167687.000000 Penalty: 3765.192871
	Iteration 88Q: 3 clusters Score -1.416769e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -14167627.000000 Penalty: 3765.192871
	Iteration 89Q: 3 clusters Score -1.416763e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -14167682.000000 Penalty: 3765.192871
	Iteration 90Q: 3 clusters Score -1.416768e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -14167659.000000 Penalty: 3765.192871
	Iteration 91Q: 3 clusters Score -1.416766e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -14167650.000000 Penalty: 3765.192871
	Iteration 92Q: 3 clusters Score -1.416765e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -14167605.000000 Penalty: 3765.192871
	Iteration 93Q: 3 clusters Score -1.41676e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -14167613.000000 Penalty: 3765.192871
	Iteration 94Q: 3 clusters Score -1.416761e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -14167556.000000 Penalty: 3765.192871
	Iteration 95Q: 3 clusters Score -1.416756e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -14167520.000000 Penalty: 3765.192871
	Iteration 96Q: 3 clusters Score -1.416752e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -14167511.000000 Penalty: 3765.192871
	Iteration 97Q: 3 clusters Score -1.416751e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -14167453.000000 Penalty: 3765.192871
	Iteration 98Q: 3 clusters Score -1.416745e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -14167390.000000 Penalty: 3765.192871
	Iteration 99Q: 3 clusters Score -1.416739e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -14167357.000000 Penalty: 3765.192871
	Iteration 100F: 3 clusters Score -1.416736e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -14167348.000000 Penalty: 3765.192871
	Iteration 101Q: 3 clusters Score -1.416735e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -14167338.000000 Penalty: 3765.192871
	Iteration 102Q: 3 clusters Score -1.416734e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -14167314.000000 Penalty: 3765.192871
	Iteration 103Q: 3 clusters Score -1.416731e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -14167271.000000 Penalty: 3765.192871
	Iteration 104Q: 3 clusters Score -1.416727e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -14167229.000000 Penalty: 3765.192871
	Iteration 105Q: 3 clusters Score -1.416723e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -14167183.000000 Penalty: 3765.192871
	Iteration 106Q: 3 clusters Score -1.416718e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92891 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -14167148.000000 Penalty: 3765.192871
	Iteration 107Q: 3 clusters Score -1.416715e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -14167125.000000 Penalty: 3765.192871
	Iteration 108Q: 3 clusters Score -1.416712e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -14167152.000000 Penalty: 3765.192871
	Iteration 109Q: 3 clusters Score -1.416715e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -14167115.000000 Penalty: 3765.192871
	Iteration 110Q: 3 clusters Score -1.416712e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -14167108.000000 Penalty: 3765.192871
	Iteration 111Q: 3 clusters Score -1.416711e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -14167095.000000 Penalty: 3765.192871
	Iteration 112Q: 3 clusters Score -1.41671e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -14167085.000000 Penalty: 3765.192871
	Iteration 113Q: 3 clusters Score -1.416708e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -14167083.000000 Penalty: 3765.192871
	Iteration 114Q: 3 clusters Score -1.416708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -14167071.000000 Penalty: 3765.192871
	Iteration 115Q: 3 clusters Score -1.416707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -14167021.000000 Penalty: 3765.192871
	Iteration 116Q: 3 clusters Score -1.416702e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -14167017.000000 Penalty: 3765.192871
	Iteration 117Q: 3 clusters Score -1.416702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -14166994.000000 Penalty: 3765.192871
	Iteration 118Q: 3 clusters Score -1.416699e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -14166977.000000 Penalty: 3765.192871
	Iteration 119Q: 3 clusters Score -1.416698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -14166983.000000 Penalty: 3765.192871
	Iteration 120F: 3 clusters Score -1.416698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -14166976.000000 Penalty: 3765.192871
	Iteration 121Q: 3 clusters Score -1.416698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -14166967.000000 Penalty: 3765.192871
	Iteration 122Q: 3 clusters Score -1.416697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -14166942.000000 Penalty: 3765.192871
	Iteration 123Q: 3 clusters Score -1.416694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -14166951.000000 Penalty: 3765.192871
	Iteration 124Q: 3 clusters Score -1.416695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -14166942.000000 Penalty: 3765.192871
	Iteration 125Q: 3 clusters Score -1.416694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -14166946.000000 Penalty: 3765.192871
	Iteration 126Q: 3 clusters Score -1.416695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -14166934.000000 Penalty: 3765.192871
	Iteration 127Q: 3 clusters Score -1.416693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93800 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -14166928.000000 Penalty: 3765.192871
	Iteration 128Q: 3 clusters Score -1.416693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -14166928.000000 Penalty: 3765.192871
	Iteration 129Q: 3 clusters Score -1.416693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -14166898.000000 Penalty: 3765.192871
	Iteration 130Q: 3 clusters Score -1.41669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -14166897.000000 Penalty: 3765.192871
	Iteration 131Q: 3 clusters Score -1.41669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -14166909.000000 Penalty: 3765.192871
	Iteration 132Q: 3 clusters Score -1.416691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93829 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -14166905.000000 Penalty: 3765.192871
	Iteration 133Q: 3 clusters Score -1.41669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -14166908.000000 Penalty: 3765.192871
	Iteration 134Q: 3 clusters Score -1.416691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -14166910.000000 Penalty: 3765.192871
	Iteration 135Q: 3 clusters Score -1.416691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -14166914.000000 Penalty: 3765.192871
	Iteration 136Q: 3 clusters Score -1.416691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -14166887.000000 Penalty: 3765.192871
	Iteration 137Q: 3 clusters Score -1.416689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -14166892.000000 Penalty: 3765.192871
	Iteration 138Q: 3 clusters Score -1.416689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93888 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -14166904.000000 Penalty: 3765.192871
	Iteration 139Q: 3 clusters Score -1.41669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -14166893.000000 Penalty: 3765.192871
	Iteration 140F: 3 clusters Score -1.416689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -14166889.000000 Penalty: 3765.192871
	Iteration 141Q: 3 clusters Score -1.416689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -14166877.000000 Penalty: 3765.192871
	Iteration 142Q: 3 clusters Score -1.416688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -14166882.000000 Penalty: 3765.192871
	Iteration 143Q: 3 clusters Score -1.416688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -14166884.000000 Penalty: 3765.192871
	Iteration 144Q: 3 clusters Score -1.416688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -14166876.000000 Penalty: 3765.192871
	Iteration 145Q: 3 clusters Score -1.416688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -14166882.000000 Penalty: 3765.192871
	Iteration 146Q: 3 clusters Score -1.416688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -14166886.000000 Penalty: 3765.192871
	Iteration 147Q: 3 clusters Score -1.416689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -14166884.000000 Penalty: 3765.192871
	Iteration 148Q: 3 clusters Score -1.416688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -14166880.000000 Penalty: 3765.192871
	Iteration 149Q: 3 clusters Score -1.416688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -14166878.000000 Penalty: 3765.192871
	Iteration 150Q: 3 clusters Score -1.416688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -14166884.000000 Penalty: 3765.192871
	Iteration 151Q: 3 clusters Score -1.416688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -14166882.000000 Penalty: 3765.192871
	Iteration 152Q: 3 clusters Score -1.416688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -14166885.000000 Penalty: 3765.192871
	Iteration 153Q: 3 clusters Score -1.416688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -14166891.000000 Penalty: 3765.192871
	Iteration 154Q: 3 clusters Score -1.416689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94004 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -14166881.000000 Penalty: 3765.192871
	Iteration 155Q: 3 clusters Score -1.416688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -14166892.000000 Penalty: 3765.192871
	Iteration 156Q: 3 clusters Score -1.416689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -14166885.000000 Penalty: 3765.192871
	Iteration 157Q: 3 clusters Score -1.416688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -14166885.000000 Penalty: 3765.192871
	Iteration 158F: 3 clusters Score -1.416688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 16483 members 
Mstep: Class 6 contains 20995 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 61135 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 13393 members 
Mstep: Class 11 contains 94007 members 
Mstep: Class 12 contains 7804 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 40152 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 56002 members 
Mstep: Class 19 contains 6595 members 
Mstep: Class 20 contains 13489 members 
Entering Unmasked Estep 
Score: -53920024.000000 Penalty: 42073.230469
Splitting cluster 11 changes total score from -53913468.000000 to -53920024.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (7804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Entering Unmasked Estep 
Score: -984803.125000 Penalty: 1456.388672
	Iteration 0F: 2 clusters Score -984803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -978994.250000 Penalty: 2912.777344
	Iteration 0F: 3 clusters Score -978994.2 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -980899.312500 Penalty: 2912.777344
	Iteration 1F: 3 clusters Score -980899.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -981667.312500 Penalty: 2912.777344
	Iteration 2F: 3 clusters Score -981667.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -982889.937500 Penalty: 2912.777344
	Iteration 3F: 3 clusters Score -982889.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -983970.062500 Penalty: 2912.777344
	Iteration 4F: 3 clusters Score -983970.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -984759.250000 Penalty: 2912.777344
	Iteration 5F: 3 clusters Score -984759.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -985369.375000 Penalty: 2912.777344
	Iteration 6F: 3 clusters Score -985369.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -985799.000000 Penalty: 2912.777344
	Iteration 7F: 3 clusters Score -985799 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -986080.187500 Penalty: 2912.777344
	Iteration 8Q: 3 clusters Score -986080.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -986331.187500 Penalty: 2912.777344
	Iteration 9Q: 3 clusters Score -986331.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -986566.250000 Penalty: 2912.777344
	Iteration 10Q: 3 clusters Score -986566.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -986702.750000 Penalty: 2912.777344
	Iteration 11Q: 3 clusters Score -986702.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -986799.750000 Penalty: 2912.777344
	Iteration 12Q: 3 clusters Score -986799.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -986859.062500 Penalty: 2912.777344
	Iteration 13Q: 3 clusters Score -986859.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -986905.312500 Penalty: 2912.777344
	Iteration 14Q: 3 clusters Score -986905.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -986943.562500 Penalty: 2912.777344
	Iteration 15Q: 3 clusters Score -986943.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -986964.062500 Penalty: 2912.777344
	Iteration 16Q: 3 clusters Score -986964.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -986984.187500 Penalty: 2912.777344
	Iteration 17Q: 3 clusters Score -986984.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -986997.562500 Penalty: 2912.777344
	Iteration 18Q: 3 clusters Score -986997.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -987006.750000 Penalty: 2912.777344
	Iteration 19Q: 3 clusters Score -987006.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -987013.437500 Penalty: 2912.777344
	Iteration 20F: 3 clusters Score -987013.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -987017.250000 Penalty: 2912.777344
	Iteration 21Q: 3 clusters Score -987017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -987020.937500 Penalty: 2912.777344
	Iteration 22Q: 3 clusters Score -987020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -987020.250000 Penalty: 2912.777344
	Iteration 23Q: 3 clusters Score -987020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -987021.562500 Penalty: 2912.777344
	Iteration 24Q: 3 clusters Score -987021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -987021.562500 Penalty: 2912.777344
	Iteration 25F: 3 clusters Score -987021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 16483 members 
Mstep: Class 6 contains 20995 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 61135 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 13393 members 
Mstep: Class 11 contains 94007 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 40152 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 56002 members 
Mstep: Class 19 contains 6595 members 
Mstep: Class 20 contains 13489 members 
Mstep: Class 21 contains 6014 members 
Entering Unmasked Estep 
Score: -53921688.000000 Penalty: 44176.890625
Splitting cluster 12 changes total score from -53913468.000000 to -53921688.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (41111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Entering Unmasked Estep 
Score: -5437222.000000 Penalty: 1726.405029
	Iteration 0F: 2 clusters Score -5437222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -5409529.500000 Penalty: 3452.810059
	Iteration 0F: 3 clusters Score -5409530 nChanged 19126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5420520.500000 Penalty: 3452.810059
	Iteration 1F: 3 clusters Score -5420520 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -5420902.500000 Penalty: 3452.810059
	Iteration 2Q: 3 clusters Score -5420902 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -5421317.000000 Penalty: 3452.810059
	Iteration 3Q: 3 clusters Score -5421317 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5421732.000000 Penalty: 3452.810059
	Iteration 4Q: 3 clusters Score -5421732 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -5422207.500000 Penalty: 3452.810059
	Iteration 5Q: 3 clusters Score -5422208 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -5422869.000000 Penalty: 3452.810059
	Iteration 6Q: 3 clusters Score -5422869 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -5423795.000000 Penalty: 3452.810059
	Iteration 7Q: 3 clusters Score -5423795 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -5425195.000000 Penalty: 3452.810059
	Iteration 8F: 3 clusters Score -5425195 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -5427012.500000 Penalty: 3452.810059
	Iteration 9F: 3 clusters Score -5427012 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -5429231.000000 Penalty: 3452.810059
	Iteration 10F: 3 clusters Score -5429231 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -5431567.500000 Penalty: 3452.810059
	Iteration 11F: 3 clusters Score -5431568 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5433492.500000 Penalty: 3452.810059
	Iteration 12F: 3 clusters Score -5433492 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5434637.500000 Penalty: 3452.810059
	Iteration 13Q: 3 clusters Score -5434638 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5435207.500000 Penalty: 3452.810059
	Iteration 14Q: 3 clusters Score -5435208 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5435456.000000 Penalty: 3452.810059
	Iteration 15Q: 3 clusters Score -5435456 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5435591.000000 Penalty: 3452.810059
	Iteration 16Q: 3 clusters Score -5435591 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5435667.000000 Penalty: 3452.810059
	Iteration 17Q: 3 clusters Score -5435667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5435695.000000 Penalty: 3452.810059
	Iteration 18Q: 3 clusters Score -5435695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5435711.500000 Penalty: 3452.810059
	Iteration 19Q: 3 clusters Score -5435712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5435727.500000 Penalty: 3452.810059
	Iteration 20F: 3 clusters Score -5435728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5435731.500000 Penalty: 3452.810059
	Iteration 21Q: 3 clusters Score -5435732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5435738.500000 Penalty: 3452.810059
	Iteration 22Q: 3 clusters Score -5435738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5435747.500000 Penalty: 3452.810059
	Iteration 23Q: 3 clusters Score -5435748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5435747.500000 Penalty: 3452.810059
	Iteration 24Q: 3 clusters Score -5435748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5435750.500000 Penalty: 3452.810059
	Iteration 25Q: 3 clusters Score -5435750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5435753.000000 Penalty: 3452.810059
	Iteration 26Q: 3 clusters Score -5435753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5435753.000000 Penalty: 3452.810059
	Iteration 27F: 3 clusters Score -5435753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -207688.968750 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -207689 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 817 members 
Entering Unmasked Estep 
Score: -205780.828125 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -205780.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -206166.437500 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -206166.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -206274.062500 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -206274.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -206332.875000 Penalty: 2418.429199
	Iteration 3Q: 3 clusters Score -206332.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -206371.390625 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -206371.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -206388.703125 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -206388.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -206401.375000 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -206401.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -206414.312500 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -206414.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -206427.578125 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -206427.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -206437.921875 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -206437.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206446.921875 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -206446.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -206453.843750 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -206453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -206458.718750 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -206458.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -206460.781250 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -206460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -206463.296875 Penalty: 2418.429199
	Iteration 14Q: 3 clusters Score -206463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -206466.156250 Penalty: 2418.429199
	Iteration 15Q: 3 clusters Score -206466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -206469.703125 Penalty: 2418.429199
	Iteration 16Q: 3 clusters Score -206469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -206471.734375 Penalty: 2418.429199
	Iteration 17Q: 3 clusters Score -206471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -206476.062500 Penalty: 2418.429199
	Iteration 18Q: 3 clusters Score -206476.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -206481.312500 Penalty: 2418.429199
	Iteration 19Q: 3 clusters Score -206481.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -206482.281250 Penalty: 2418.429199
	Iteration 20F: 3 clusters Score -206482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -206483.437500 Penalty: 2418.429199
	Iteration 21Q: 3 clusters Score -206483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -206483.437500 Penalty: 2418.429199
	Iteration 22F: 3 clusters Score -206483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Entering Unmasked Estep 
Score: -1492383.000000 Penalty: 1516.526367
	Iteration 0F: 2 clusters Score -1492383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1484370.125000 Penalty: 3033.052734
	Iteration 0F: 3 clusters Score -1484370 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1486978.250000 Penalty: 3033.052734
	Iteration 1F: 3 clusters Score -1486978 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1487204.500000 Penalty: 3033.052734
	Iteration 2F: 3 clusters Score -1487204 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1487382.250000 Penalty: 3033.052734
	Iteration 3Q: 3 clusters Score -1487382 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1487522.500000 Penalty: 3033.052734
	Iteration 4Q: 3 clusters Score -1487522 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1487631.125000 Penalty: 3033.052734
	Iteration 5Q: 3 clusters Score -1487631 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1487742.250000 Penalty: 3033.052734
	Iteration 6Q: 3 clusters Score -1487742 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1487862.750000 Penalty: 3033.052734
	Iteration 7Q: 3 clusters Score -1487863 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1488003.125000 Penalty: 3033.052734
	Iteration 8Q: 3 clusters Score -1488003 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1488162.875000 Penalty: 3033.052734
	Iteration 9Q: 3 clusters Score -1488163 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1488379.750000 Penalty: 3033.052734
	Iteration 10Q: 3 clusters Score -1488380 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1488662.500000 Penalty: 3033.052734
	Iteration 11Q: 3 clusters Score -1488662 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1489053.750000 Penalty: 3033.052734
	Iteration 12F: 3 clusters Score -1489054 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1489497.125000 Penalty: 3033.052734
	Iteration 13F: 3 clusters Score -1489497 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1489933.250000 Penalty: 3033.052734
	Iteration 14Q: 3 clusters Score -1489933 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1490310.250000 Penalty: 3033.052734
	Iteration 15Q: 3 clusters Score -1490310 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1490612.500000 Penalty: 3033.052734
	Iteration 16Q: 3 clusters Score -1490612 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1490816.000000 Penalty: 3033.052734
	Iteration 17Q: 3 clusters Score -1490816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1490931.500000 Penalty: 3033.052734
	Iteration 18Q: 3 clusters Score -1490932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1490978.000000 Penalty: 3033.052734
	Iteration 19Q: 3 clusters Score -1490978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1491018.375000 Penalty: 3033.052734
	Iteration 20F: 3 clusters Score -1491018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1491040.625000 Penalty: 3033.052734
	Iteration 21Q: 3 clusters Score -1491041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1491056.625000 Penalty: 3033.052734
	Iteration 22Q: 3 clusters Score -1491057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1491072.000000 Penalty: 3033.052734
	Iteration 23Q: 3 clusters Score -1491072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1491089.375000 Penalty: 3033.052734
	Iteration 24Q: 3 clusters Score -1491089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1491095.625000 Penalty: 3033.052734
	Iteration 25Q: 3 clusters Score -1491096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1491104.500000 Penalty: 3033.052734
	Iteration 26Q: 3 clusters Score -1491104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1491113.250000 Penalty: 3033.052734
	Iteration 27Q: 3 clusters Score -1491113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1491121.500000 Penalty: 3033.052734
	Iteration 28Q: 3 clusters Score -1491122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1491126.625000 Penalty: 3033.052734
	Iteration 29Q: 3 clusters Score -1491127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1491129.750000 Penalty: 3033.052734
	Iteration 30Q: 3 clusters Score -1491130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1491131.750000 Penalty: 3033.052734
	Iteration 31Q: 3 clusters Score -1491132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1491131.750000 Penalty: 3033.052734
	Iteration 32F: 3 clusters Score -1491132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -40189.980469 Penalty: 966.555725
	Iteration 0F: 2 clusters Score -40189.98 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 184 members 
Entering Unmasked Estep 
Score: -39337.359375 Penalty: 1933.111450
	Iteration 0F: 3 clusters Score -39337.36 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39525.488281 Penalty: 1933.111450
	Iteration 1F: 3 clusters Score -39525.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39607.761719 Penalty: 1933.111450
	Iteration 2F: 3 clusters Score -39607.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39633.746094 Penalty: 1933.111450
	Iteration 3Q: 3 clusters Score -39633.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39655.507812 Penalty: 1933.111450
	Iteration 4Q: 3 clusters Score -39655.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39662.070312 Penalty: 1933.111450
	Iteration 5Q: 3 clusters Score -39662.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39664.121094 Penalty: 1933.111450
	Iteration 6Q: 3 clusters Score -39664.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39665.667969 Penalty: 1933.111450
	Iteration 7Q: 3 clusters Score -39665.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39668.261719 Penalty: 1933.111450
	Iteration 8Q: 3 clusters Score -39668.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39670.007812 Penalty: 1933.111450
	Iteration 9Q: 3 clusters Score -39670.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39670.695312 Penalty: 1933.111450
	Iteration 10Q: 3 clusters Score -39670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39670.695312 Penalty: 1933.111450
	Iteration 11F: 3 clusters Score -39670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Entering Unmasked Estep 
Score: -7333818.000000 Penalty: 1776.635742
	Iteration 0F: 2 clusters Score -7333818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -7296456.000000 Penalty: 3553.271484
	Iteration 0F: 3 clusters Score -7296456 nChanged 26454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -7311295.000000 Penalty: 3553.271484
	Iteration 1F: 3 clusters Score -7311295 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -7311844.500000 Penalty: 3553.271484
	Iteration 2Q: 3 clusters Score -7311844 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -7312577.500000 Penalty: 3553.271484
	Iteration 3Q: 3 clusters Score -7312578 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -7313461.500000 Penalty: 3553.271484
	Iteration 4Q: 3 clusters Score -7313462 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -7314695.000000 Penalty: 3553.271484
	Iteration 5Q: 3 clusters Score -7314695 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -7316337.500000 Penalty: 3553.271484
	Iteration 6F: 3 clusters Score -7316338 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -7318457.000000 Penalty: 3553.271484
	Iteration 7F: 3 clusters Score -7318457 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -7321058.000000 Penalty: 3553.271484
	Iteration 8F: 3 clusters Score -7321058 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -7323949.500000 Penalty: 3553.271484
	Iteration 9F: 3 clusters Score -7323950 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7327232.000000 Penalty: 3553.271484
	Iteration 10F: 3 clusters Score -7327232 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -7329546.500000 Penalty: 3553.271484
	Iteration 11Q: 3 clusters Score -7329546 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -7330752.000000 Penalty: 3553.271484
	Iteration 12Q: 3 clusters Score -7330752 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -7331419.000000 Penalty: 3553.271484
	Iteration 13Q: 3 clusters Score -7331419 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -7332032.500000 Penalty: 3553.271484
	Iteration 14Q: 3 clusters Score -7332032 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -7332695.500000 Penalty: 3553.271484
	Iteration 15Q: 3 clusters Score -7332696 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -7333282.000000 Penalty: 3553.271484
	Iteration 16Q: 3 clusters Score -7333282 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -7333807.500000 Penalty: 3553.271484
	Iteration 17Q: 3 clusters Score -7333808 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -7334219.500000 Penalty: 3553.271484
	Iteration 18Q: 3 clusters Score -7334220 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -7334562.000000 Penalty: 3553.271484
	Iteration 19Q: 3 clusters Score -7334562 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -7334806.500000 Penalty: 3553.271484
	Iteration 20F: 3 clusters Score -7334806 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -7334919.500000 Penalty: 3553.271484
	Iteration 21Q: 3 clusters Score -7334920 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -7334991.500000 Penalty: 3553.271484
	Iteration 22Q: 3 clusters Score -7334992 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -7335012.000000 Penalty: 3553.271484
	Iteration 23Q: 3 clusters Score -7335012 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -7335038.500000 Penalty: 3553.271484
	Iteration 24Q: 3 clusters Score -7335038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -7335037.000000 Penalty: 3553.271484
	Iteration 25Q: 3 clusters Score -7335037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -7335045.500000 Penalty: 3553.271484
	Iteration 26Q: 3 clusters Score -7335046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -7335040.000000 Penalty: 3553.271484
	Iteration 27Q: 3 clusters Score -7335040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -7335044.000000 Penalty: 3553.271484
	Iteration 28Q: 3 clusters Score -7335044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -7335044.500000 Penalty: 3553.271484
	Iteration 29Q: 3 clusters Score -7335044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -7335048.500000 Penalty: 3553.271484
	Iteration 30Q: 3 clusters Score -7335048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -7335049.500000 Penalty: 3553.271484
	Iteration 31Q: 3 clusters Score -7335050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -7335050.000000 Penalty: 3553.271484
	Iteration 32Q: 3 clusters Score -7335050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -7335046.000000 Penalty: 3553.271484
	Iteration 33Q: 3 clusters Score -7335046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -7335044.500000 Penalty: 3553.271484
	Iteration 34Q: 3 clusters Score -7335044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -7335044.500000 Penalty: 3553.271484
	Iteration 35F: 3 clusters Score -7335044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 16483 members 
Mstep: Class 6 contains 20995 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 61135 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 13393 members 
Mstep: Class 11 contains 94007 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 40152 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44571 members 
Mstep: Class 19 contains 6595 members 
Mstep: Class 20 contains 13489 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 11431 members 
Entering Unmasked Estep 
Score: -53922548.000000 Penalty: 46280.550781
Splitting cluster 18 changes total score from -53913468.000000 to -53922548.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (6595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Entering Unmasked Estep 
Score: -864155.437500 Penalty: 1429.035889
	Iteration 0F: 2 clusters Score -864155.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -859134.375000 Penalty: 2858.071777
	Iteration 0F: 3 clusters Score -859134.4 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -860650.375000 Penalty: 2858.071777
	Iteration 1F: 3 clusters Score -860650.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -860892.375000 Penalty: 2858.071777
	Iteration 2F: 3 clusters Score -860892.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -861093.875000 Penalty: 2858.071777
	Iteration 3F: 3 clusters Score -861093.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -861295.687500 Penalty: 2858.071777
	Iteration 4Q: 3 clusters Score -861295.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -861462.562500 Penalty: 2858.071777
	Iteration 5Q: 3 clusters Score -861462.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -861632.312500 Penalty: 2858.071777
	Iteration 6Q: 3 clusters Score -861632.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -861801.312500 Penalty: 2858.071777
	Iteration 7Q: 3 clusters Score -861801.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -861961.687500 Penalty: 2858.071777
	Iteration 8Q: 3 clusters Score -861961.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -862093.625000 Penalty: 2858.071777
	Iteration 9Q: 3 clusters Score -862093.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -862210.937500 Penalty: 2858.071777
	Iteration 10Q: 3 clusters Score -862210.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -862314.375000 Penalty: 2858.071777
	Iteration 11Q: 3 clusters Score -862314.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -862396.937500 Penalty: 2858.071777
	Iteration 12Q: 3 clusters Score -862396.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -862472.000000 Penalty: 2858.071777
	Iteration 13Q: 3 clusters Score -862472 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -862539.062500 Penalty: 2858.071777
	Iteration 14Q: 3 clusters Score -862539.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -862596.625000 Penalty: 2858.071777
	Iteration 15Q: 3 clusters Score -862596.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -862644.937500 Penalty: 2858.071777
	Iteration 16Q: 3 clusters Score -862644.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -862688.625000 Penalty: 2858.071777
	Iteration 17Q: 3 clusters Score -862688.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -862720.437500 Penalty: 2858.071777
	Iteration 18Q: 3 clusters Score -862720.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -862760.312500 Penalty: 2858.071777
	Iteration 19Q: 3 clusters Score -862760.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -862792.562500 Penalty: 2858.071777
	Iteration 20F: 3 clusters Score -862792.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -862822.187500 Penalty: 2858.071777
	Iteration 21Q: 3 clusters Score -862822.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -862842.250000 Penalty: 2858.071777
	Iteration 22Q: 3 clusters Score -862842.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -862861.750000 Penalty: 2858.071777
	Iteration 23Q: 3 clusters Score -862861.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -862869.562500 Penalty: 2858.071777
	Iteration 24Q: 3 clusters Score -862869.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -862880.937500 Penalty: 2858.071777
	Iteration 25Q: 3 clusters Score -862880.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -862897.312500 Penalty: 2858.071777
	Iteration 26Q: 3 clusters Score -862897.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -862909.500000 Penalty: 2858.071777
	Iteration 27Q: 3 clusters Score -862909.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -862922.250000 Penalty: 2858.071777
	Iteration 28Q: 3 clusters Score -862922.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -862927.437500 Penalty: 2858.071777
	Iteration 29Q: 3 clusters Score -862927.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -862932.687500 Penalty: 2858.071777
	Iteration 30Q: 3 clusters Score -862932.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -862936.250000 Penalty: 2858.071777
	Iteration 31Q: 3 clusters Score -862936.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -862940.000000 Penalty: 2858.071777
	Iteration 32Q: 3 clusters Score -862940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -862942.750000 Penalty: 2858.071777
	Iteration 33Q: 3 clusters Score -862942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -862946.000000 Penalty: 2858.071777
	Iteration 34Q: 3 clusters Score -862946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -862946.125000 Penalty: 2858.071777
	Iteration 35Q: 3 clusters Score -862946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -862948.187500 Penalty: 2858.071777
	Iteration 36Q: 3 clusters Score -862948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -862948.437500 Penalty: 2858.071777
	Iteration 37Q: 3 clusters Score -862948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -862950.500000 Penalty: 2858.071777
	Iteration 38Q: 3 clusters Score -862950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -862950.750000 Penalty: 2858.071777
	Iteration 39Q: 3 clusters Score -862950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -862954.625000 Penalty: 2858.071777
	Iteration 40F: 3 clusters Score -862954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -862953.875000 Penalty: 2858.071777
	Iteration 41Q: 3 clusters Score -862953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -862955.437500 Penalty: 2858.071777
	Iteration 42Q: 3 clusters Score -862955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -862955.000000 Penalty: 2858.071777
	Iteration 43Q: 3 clusters Score -862955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -862955.062500 Penalty: 2858.071777
	Iteration 44Q: 3 clusters Score -862955.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -862955.500000 Penalty: 2858.071777
	Iteration 45Q: 3 clusters Score -862955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -862955.500000 Penalty: 2858.071777
	Iteration 46F: 3 clusters Score -862955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 16483 members 
Mstep: Class 6 contains 20995 members 
Mstep: Class 8 contains 61135 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 13393 members 
Mstep: Class 11 contains 94007 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 41111 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44571 members 
Mstep: Class 19 contains 6595 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 23 clusters Score -5.392764e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 11582 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 16561 members 
Mstep: Class 6 contains 20822 members 
Mstep: Class 7 contains 7436 members 
Mstep: Class 8 contains 61834 members 
Mstep: Class 9 contains 10490 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 94891 members 
Mstep: Class 12 contains 1934 members 
Mstep: Class 13 contains 41919 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 38880 members 
Mstep: Class 16 contains 11607 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44189 members 
Mstep: Class 19 contains 6166 members 
Mstep: Class 20 contains 13385 members 
Mstep: Class 21 contains 5740 members 
Mstep: Class 22 contains 11374 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 23 clusters Score -5.39303e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 11573 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 1169 members 
Mstep: Class 5 contains 16360 members 
Mstep: Class 6 contains 20631 members 
Mstep: Class 7 contains 7452 members 
Mstep: Class 8 contains 62044 members 
Mstep: Class 9 contains 10394 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 94844 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 42212 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 15 contains 38622 members 
Mstep: Class 16 contains 11783 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44010 members 
Mstep: Class 19 contains 5817 members 
Mstep: Class 20 contains 13534 members 
Mstep: Class 21 contains 6092 members 
Mstep: Class 22 contains 11744 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 23 clusters Score -5.393135e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 11557 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 16268 members 
Mstep: Class 6 contains 20496 members 
Mstep: Class 7 contains 7403 members 
Mstep: Class 8 contains 62211 members 
Mstep: Class 9 contains 10216 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 94727 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 42577 members 
Mstep: Class 14 contains 1684 members 
Mstep: Class 15 contains 38339 members 
Mstep: Class 16 contains 11932 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44005 members 
Mstep: Class 19 contains 5544 members 
Mstep: Class 20 contains 13711 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 11972 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 23 clusters Score -5.393163e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 395 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 20419 members 
Mstep: Class 7 contains 7351 members 
Mstep: Class 8 contains 62319 members 
Mstep: Class 9 contains 10048 members 
Mstep: Class 10 contains 13443 members 
Mstep: Class 11 contains 94557 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 42908 members 
Mstep: Class 14 contains 1675 members 
Mstep: Class 15 contains 38082 members 
Mstep: Class 16 contains 12042 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44085 members 
Mstep: Class 19 contains 5312 members 
Mstep: Class 20 contains 13868 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 23 clusters Score -5.393194e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11556 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 20360 members 
Mstep: Class 7 contains 7328 members 
Mstep: Class 8 contains 62387 members 
Mstep: Class 9 contains 9816 members 
Mstep: Class 10 contains 13419 members 
Mstep: Class 11 contains 94325 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 43250 members 
Mstep: Class 14 contains 1671 members 
Mstep: Class 15 contains 37846 members 
Mstep: Class 16 contains 12122 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44282 members 
Mstep: Class 19 contains 5118 members 
Mstep: Class 20 contains 14000 members 
Mstep: Class 21 contains 6482 members 
Mstep: Class 22 contains 12350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 23 clusters Score -5.393216e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11581 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 16138 members 
Mstep: Class 6 contains 20312 members 
Mstep: Class 7 contains 7318 members 
Mstep: Class 8 contains 62456 members 
Mstep: Class 9 contains 9586 members 
Mstep: Class 10 contains 13401 members 
Mstep: Class 11 contains 94001 members 
Mstep: Class 12 contains 1713 members 
Mstep: Class 13 contains 43555 members 
Mstep: Class 14 contains 1669 members 
Mstep: Class 15 contains 37644 members 
Mstep: Class 16 contains 12173 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44605 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 14101 members 
Mstep: Class 21 contains 6536 members 
Mstep: Class 22 contains 12496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932552.000000 Penalty: 46280.550781
Iteration 45Q: 23 clusters Score -5.393255e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11592 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 16112 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 7306 members 
Mstep: Class 8 contains 62508 members 
Mstep: Class 9 contains 9331 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 93681 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 43872 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 37474 members 
Mstep: Class 16 contains 12222 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44998 members 
Mstep: Class 19 contains 4753 members 
Mstep: Class 20 contains 14171 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 12622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932668.000000 Penalty: 46280.550781
Iteration 46Q: 23 clusters Score -5.393267e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 370 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 16096 members 
Mstep: Class 6 contains 20264 members 
Mstep: Class 7 contains 7298 members 
Mstep: Class 8 contains 62532 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 13343 members 
Mstep: Class 11 contains 93297 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 44182 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 15 contains 37331 members 
Mstep: Class 16 contains 12250 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 45411 members 
Mstep: Class 19 contains 4596 members 
Mstep: Class 20 contains 14240 members 
Mstep: Class 21 contains 6607 members 
Mstep: Class 22 contains 12735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932772.000000 Penalty: 46280.550781
Iteration 47Q: 23 clusters Score -5.393277e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11626 members 
Mstep: Class 3 contains 366 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 16087 members 
Mstep: Class 6 contains 20239 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 62556 members 
Mstep: Class 9 contains 8827 members 
Mstep: Class 10 contains 13331 members 
Mstep: Class 11 contains 92877 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 44488 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 37215 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 45883 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 20 contains 14297 members 
Mstep: Class 21 contains 6619 members 
Mstep: Class 22 contains 12842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933084.000000 Penalty: 46280.550781
Iteration 48Q: 23 clusters Score -5.393308e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11641 members 
Mstep: Class 3 contains 364 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 16085 members 
Mstep: Class 6 contains 20221 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 62559 members 
Mstep: Class 9 contains 8548 members 
Mstep: Class 10 contains 13331 members 
Mstep: Class 11 contains 92466 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 44809 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 37106 members 
Mstep: Class 16 contains 12297 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 46345 members 
Mstep: Class 19 contains 4303 members 
Mstep: Class 20 contains 14342 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 22 contains 12928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933184.000000 Penalty: 46280.550781
Iteration 49Q: 23 clusters Score -5.393318e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11656 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 16078 members 
Mstep: Class 6 contains 20213 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 62559 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 13318 members 
Mstep: Class 11 contains 92006 members 
Mstep: Class 12 contains 1765 members 
Mstep: Class 13 contains 45151 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 37002 members 
Mstep: Class 16 contains 12302 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 46849 members 
Mstep: Class 19 contains 4197 members 
Mstep: Class 20 contains 14385 members 
Mstep: Class 21 contains 6638 members 
Mstep: Class 22 contains 13014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933408.000000 Penalty: 46280.550781
Iteration 50Q: 23 clusters Score -5.393341e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 16071 members 
Mstep: Class 6 contains 20206 members 
Mstep: Class 7 contains 7290 members 
Mstep: Class 8 contains 62566 members 
Mstep: Class 9 contains 7949 members 
Mstep: Class 10 contains 13303 members 
Mstep: Class 11 contains 91553 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 45495 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 36916 members 
Mstep: Class 16 contains 12305 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 47363 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 14408 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 13090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933528.000000 Penalty: 46280.550781
Iteration 51Q: 23 clusters Score -5.393353e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 11672 members 
Mstep: Class 3 contains 353 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 16069 members 
Mstep: Class 6 contains 20202 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 62573 members 
Mstep: Class 9 contains 7632 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 91054 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 45858 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 36838 members 
Mstep: Class 16 contains 12309 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 47914 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 21 contains 6649 members 
Mstep: Class 22 contains 13161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933464.000000 Penalty: 46280.550781
Iteration 52Q: 23 clusters Score -5.393346e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11678 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 16070 members 
Mstep: Class 6 contains 20198 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 62579 members 
Mstep: Class 9 contains 7315 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 90553 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 46222 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 36750 members 
Mstep: Class 16 contains 12319 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 48469 members 
Mstep: Class 19 contains 3858 members 
Mstep: Class 20 contains 14465 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 22 contains 13233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933712.000000 Penalty: 46280.550781
Iteration 53Q: 23 clusters Score -5.393371e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 16060 members 
Mstep: Class 6 contains 20196 members 
Mstep: Class 7 contains 7284 members 
Mstep: Class 8 contains 62582 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 90082 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 46584 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 36676 members 
Mstep: Class 16 contains 12325 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 49001 members 
Mstep: Class 19 contains 3744 members 
Mstep: Class 20 contains 14481 members 
Mstep: Class 21 contains 6663 members 
Mstep: Class 22 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933844.000000 Penalty: 46280.550781
Iteration 54Q: 23 clusters Score -5.393384e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11692 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 16045 members 
Mstep: Class 6 contains 20195 members 
Mstep: Class 7 contains 7284 members 
Mstep: Class 8 contains 62589 members 
Mstep: Class 9 contains 6675 members 
Mstep: Class 10 contains 13233 members 
Mstep: Class 11 contains 89593 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 46950 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 36609 members 
Mstep: Class 16 contains 12329 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 49564 members 
Mstep: Class 19 contains 3643 members 
Mstep: Class 20 contains 14496 members 
Mstep: Class 21 contains 6657 members 
Mstep: Class 22 contains 13375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53934028.000000 Penalty: 46280.550781
Iteration 55Q: 23 clusters Score -5.393403e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 16045 members 
Mstep: Class 6 contains 20199 members 
Mstep: Class 7 contains 7285 members 
Mstep: Class 8 contains 62587 members 
Mstep: Class 9 contains 6339 members 
Mstep: Class 10 contains 13214 members 
Mstep: Class 11 contains 89056 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 47328 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 36540 members 
Mstep: Class 16 contains 12324 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 50154 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 14515 members 
Mstep: Class 21 contains 6645 members 
Mstep: Class 22 contains 13434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53934208.000000 Penalty: 46280.550781
Iteration 56Q: 23 clusters Score -5.393421e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 326 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 16042 members 
Mstep: Class 6 contains 20195 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 62592 members 
Mstep: Class 9 contains 6027 members 
Mstep: Class 10 contains 13193 members 
Mstep: Class 11 contains 88519 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 47680 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 36461 members 
Mstep: Class 16 contains 12325 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 50740 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 20 contains 14535 members 
Mstep: Class 21 contains 6643 members 
Mstep: Class 22 contains 13496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53934456.000000 Penalty: 46280.550781
Iteration 57Q: 23 clusters Score -5.393446e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 325 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 16030 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 62593 members 
Mstep: Class 9 contains 5698 members 
Mstep: Class 10 contains 13171 members 
Mstep: Class 11 contains 87956 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 48052 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 36365 members 
Mstep: Class 16 contains 12323 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 51335 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 14557 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 13581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53934868.000000 Penalty: 46280.550781
Iteration 58Q: 23 clusters Score -5.393487e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 16026 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 62607 members 
Mstep: Class 9 contains 5341 members 
Mstep: Class 10 contains 13149 members 
Mstep: Class 11 contains 87397 members 
Mstep: Class 12 contains 1844 members 
Mstep: Class 13 contains 48443 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 36283 members 
Mstep: Class 16 contains 12322 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 51908 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 14592 members 
Mstep: Class 21 contains 6638 members 
Mstep: Class 22 contains 13652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53935332.000000 Penalty: 46280.550781
Iteration 59Q: 23 clusters Score -5.393533e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 16028 members 
Mstep: Class 6 contains 20186 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 62618 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 13130 members 
Mstep: Class 11 contains 86895 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 48855 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 36217 members 
Mstep: Class 16 contains 12322 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 52422 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 14626 members 
Mstep: Class 21 contains 6633 members 
Mstep: Class 22 contains 13697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53935496.000000 Penalty: 46280.550781
Iteration 60F: 23 clusters Score -5.39355e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 16029 members 
Mstep: Class 6 contains 20179 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 62619 members 
Mstep: Class 9 contains 4635 members 
Mstep: Class 10 contains 13111 members 
Mstep: Class 11 contains 86444 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 49238 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 36158 members 
Mstep: Class 16 contains 12322 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 52885 members 
Mstep: Class 19 contains 3278 members 
Mstep: Class 20 contains 14654 members 
Mstep: Class 21 contains 6634 members 
Mstep: Class 22 contains 13737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53935804.000000 Penalty: 46280.550781
Iteration 61Q: 23 clusters Score -5.39358e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 16031 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 62625 members 
Mstep: Class 9 contains 4312 members 
Mstep: Class 10 contains 13102 members 
Mstep: Class 11 contains 85958 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 49609 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 36098 members 
Mstep: Class 16 contains 12317 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 53377 members 
Mstep: Class 19 contains 3235 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 6631 members 
Mstep: Class 22 contains 13769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53935880.000000 Penalty: 46280.550781
Iteration 62Q: 23 clusters Score -5.393588e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 20171 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 62618 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 13088 members 
Mstep: Class 11 contains 85505 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 49961 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 36044 members 
Mstep: Class 16 contains 12312 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 53842 members 
Mstep: Class 19 contains 3196 members 
Mstep: Class 20 contains 14728 members 
Mstep: Class 21 contains 6626 members 
Mstep: Class 22 contains 13795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936052.000000 Penalty: 46280.550781
Iteration 63Q: 23 clusters Score -5.393605e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 16035 members 
Mstep: Class 6 contains 20167 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 62599 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 10 contains 13065 members 
Mstep: Class 11 contains 85035 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 50274 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 36013 members 
Mstep: Class 16 contains 12314 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 54319 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 14758 members 
Mstep: Class 21 contains 6625 members 
Mstep: Class 22 contains 13813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936232.000000 Penalty: 46280.550781
Iteration 64Q: 23 clusters Score -5.393623e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 16029 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 62564 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 13044 members 
Mstep: Class 11 contains 84591 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 50576 members 
Mstep: Class 14 contains 1662 members 
Mstep: Class 15 contains 35981 members 
Mstep: Class 16 contains 12314 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 54761 members 
Mstep: Class 19 contains 3126 members 
Mstep: Class 20 contains 14787 members 
Mstep: Class 21 contains 6631 members 
Mstep: Class 22 contains 13830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936516.000000 Penalty: 46280.550781
Iteration 65Q: 23 clusters Score -5.393652e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 16025 members 
Mstep: Class 6 contains 20166 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 62538 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 13016 members 
Mstep: Class 11 contains 84143 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 50879 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 15 contains 35936 members 
Mstep: Class 16 contains 12306 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55211 members 
Mstep: Class 19 contains 3096 members 
Mstep: Class 20 contains 14811 members 
Mstep: Class 21 contains 6635 members 
Mstep: Class 22 contains 13857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936640.000000 Penalty: 46280.550781
Iteration 66Q: 23 clusters Score -5.393664e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 16028 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7271 members 
Mstep: Class 8 contains 62501 members 
Mstep: Class 9 contains 3139 members 
Mstep: Class 10 contains 12993 members 
Mstep: Class 11 contains 83664 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 51165 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 35890 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 55684 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 14839 members 
Mstep: Class 21 contains 6633 members 
Mstep: Class 22 contains 13886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936788.000000 Penalty: 46280.550781
Iteration 67Q: 23 clusters Score -5.393679e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 16024 members 
Mstep: Class 6 contains 20165 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 62472 members 
Mstep: Class 9 contains 2977 members 
Mstep: Class 10 contains 12969 members 
Mstep: Class 11 contains 83194 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 51418 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 35848 members 
Mstep: Class 16 contains 12302 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 56161 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 14859 members 
Mstep: Class 21 contains 6628 members 
Mstep: Class 22 contains 13897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936888.000000 Penalty: 46280.550781
Iteration 68Q: 23 clusters Score -5.393689e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 16023 members 
Mstep: Class 6 contains 20166 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 62457 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 12944 members 
Mstep: Class 11 contains 82728 members 
Mstep: Class 12 contains 1875 members 
Mstep: Class 13 contains 51620 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 35807 members 
Mstep: Class 16 contains 12295 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 56621 members 
Mstep: Class 19 contains 3015 members 
Mstep: Class 20 contains 14885 members 
Mstep: Class 21 contains 6634 members 
Mstep: Class 22 contains 13908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53937044.000000 Penalty: 46280.550781
Iteration 69Q: 23 clusters Score -5.393704e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 16020 members 
Mstep: Class 6 contains 20169 members 
Mstep: Class 7 contains 7268 members 
Mstep: Class 8 contains 62444 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 82249 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 51791 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 35782 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 57110 members 
Mstep: Class 19 contains 2996 members 
Mstep: Class 20 contains 14903 members 
Mstep: Class 21 contains 6619 members 
Mstep: Class 22 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53937368.000000 Penalty: 46280.550781
Iteration 70Q: 23 clusters Score -5.393737e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 16017 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 62435 members 
Mstep: Class 9 contains 2652 members 
Mstep: Class 10 contains 12897 members 
Mstep: Class 11 contains 81715 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 51936 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 35758 members 
Mstep: Class 16 contains 12301 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 57649 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 14917 members 
Mstep: Class 21 contains 6617 members 
Mstep: Class 22 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53937564.000000 Penalty: 46280.550781
Iteration 71Q: 23 clusters Score -5.393756e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 16015 members 
Mstep: Class 6 contains 20157 members 
Mstep: Class 7 contains 7271 members 
Mstep: Class 8 contains 62429 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 12882 members 
Mstep: Class 11 contains 81125 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 52064 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 35734 members 
Mstep: Class 16 contains 12301 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 58266 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 14918 members 
Mstep: Class 21 contains 6603 members 
Mstep: Class 22 contains 13930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53937812.000000 Penalty: 46280.550781
Iteration 72Q: 23 clusters Score -5.393781e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 16012 members 
Mstep: Class 6 contains 20154 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 62408 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 12872 members 
Mstep: Class 11 contains 80535 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 52195 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 35707 members 
Mstep: Class 16 contains 12297 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 58884 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 14932 members 
Mstep: Class 21 contains 6589 members 
Mstep: Class 22 contains 13929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938060.000000 Penalty: 46280.550781
Iteration 73Q: 23 clusters Score -5.393806e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 16010 members 
Mstep: Class 6 contains 20155 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 62390 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 12869 members 
Mstep: Class 11 contains 79967 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 52310 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 35687 members 
Mstep: Class 16 contains 12290 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 59488 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 6587 members 
Mstep: Class 22 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938404.000000 Penalty: 46280.550781
Iteration 74Q: 23 clusters Score -5.39384e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 16005 members 
Mstep: Class 6 contains 20155 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 62375 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 12866 members 
Mstep: Class 11 contains 79391 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 52402 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 35668 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 60111 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 14955 members 
Mstep: Class 21 contains 6580 members 
Mstep: Class 22 contains 13897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938612.000000 Penalty: 46280.550781
Iteration 75Q: 23 clusters Score -5.393861e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 16001 members 
Mstep: Class 6 contains 20154 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 62366 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 78840 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 52490 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 35654 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 60711 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 14960 members 
Mstep: Class 21 contains 6578 members 
Mstep: Class 22 contains 13888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938792.000000 Penalty: 46280.550781
Iteration 76Q: 23 clusters Score -5.393879e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 16001 members 
Mstep: Class 6 contains 20154 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 62362 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 12864 members 
Mstep: Class 11 contains 78361 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 52577 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 35633 members 
Mstep: Class 16 contains 12289 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 61263 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 14950 members 
Mstep: Class 21 contains 6573 members 
Mstep: Class 22 contains 13883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939100.000000 Penalty: 46280.550781
Iteration 77Q: 23 clusters Score -5.39391e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 16001 members 
Mstep: Class 6 contains 20156 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 62347 members 
Mstep: Class 9 contains 2173 members 
Mstep: Class 10 contains 12863 members 
Mstep: Class 11 contains 77956 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 52658 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 35603 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 61770 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 14936 members 
Mstep: Class 21 contains 6570 members 
Mstep: Class 22 contains 13871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939436.000000 Penalty: 46280.550781
Iteration 78Q: 23 clusters Score -5.393944e+07 nChanged 860
Entering ConstructFrom: 
Score: -53939436.000000 Penalty: 46280.550781
Entering ConstructFrom: 
Trying to split cluster 1 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -305274.781250 Penalty: 1277.280029
	Iteration 0F: 2 clusters Score -305274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -302881.468750 Penalty: 2554.560059
	Iteration 0F: 3 clusters Score -302881.5 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -303533.406250 Penalty: 2554.560059
	Iteration 1F: 3 clusters Score -303533.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -303803.531250 Penalty: 2554.560059
	Iteration 2F: 3 clusters Score -303803.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -304071.437500 Penalty: 2554.560059
	Iteration 3F: 3 clusters Score -304071.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -304315.687500 Penalty: 2554.560059
	Iteration 4F: 3 clusters Score -304315.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -304512.812500 Penalty: 2554.560059
	Iteration 5F: 3 clusters Score -304512.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -304640.937500 Penalty: 2554.560059
	Iteration 6F: 3 clusters Score -304640.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -304709.406250 Penalty: 2554.560059
	Iteration 7Q: 3 clusters Score -304709.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -304763.375000 Penalty: 2554.560059
	Iteration 8Q: 3 clusters Score -304763.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -304807.906250 Penalty: 2554.560059
	Iteration 9Q: 3 clusters Score -304807.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -304827.781250 Penalty: 2554.560059
	Iteration 10Q: 3 clusters Score -304827.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -304836.218750 Penalty: 2554.560059
	Iteration 11Q: 3 clusters Score -304836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -304844.031250 Penalty: 2554.560059
	Iteration 12Q: 3 clusters Score -304844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -304852.437500 Penalty: 2554.560059
	Iteration 13Q: 3 clusters Score -304852.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -304867.312500 Penalty: 2554.560059
	Iteration 14Q: 3 clusters Score -304867.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -304878.093750 Penalty: 2554.560059
	Iteration 15Q: 3 clusters Score -304878.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -304894.125000 Penalty: 2554.560059
	Iteration 16Q: 3 clusters Score -304894.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -304918.750000 Penalty: 2554.560059
	Iteration 17Q: 3 clusters Score -304918.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -304958.062500 Penalty: 2554.560059
	Iteration 18Q: 3 clusters Score -304958.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -305040.812500 Penalty: 2554.560059
	Iteration 19Q: 3 clusters Score -305040.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -305111.656250 Penalty: 2554.560059
	Iteration 20F: 3 clusters Score -305111.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -305164.156250 Penalty: 2554.560059
	Iteration 21Q: 3 clusters Score -305164.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -305195.593750 Penalty: 2554.560059
	Iteration 22Q: 3 clusters Score -305195.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -305219.968750 Penalty: 2554.560059
	Iteration 23Q: 3 clusters Score -305220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -305232.156250 Penalty: 2554.560059
	Iteration 24Q: 3 clusters Score -305232.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -305240.812500 Penalty: 2554.560059
	Iteration 25Q: 3 clusters Score -305240.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -305249.750000 Penalty: 2554.560059
	Iteration 26Q: 3 clusters Score -305249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -305255.562500 Penalty: 2554.560059
	Iteration 27Q: 3 clusters Score -305255.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -305258.750000 Penalty: 2554.560059
	Iteration 28Q: 3 clusters Score -305258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -305260.031250 Penalty: 2554.560059
	Iteration 29Q: 3 clusters Score -305260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -305261.031250 Penalty: 2554.560059
	Iteration 30Q: 3 clusters Score -305261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -305261.437500 Penalty: 2554.560059
	Iteration 31Q: 3 clusters Score -305261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -305262.531250 Penalty: 2554.560059
	Iteration 32Q: 3 clusters Score -305262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -305264.687500 Penalty: 2554.560059
	Iteration 33Q: 3 clusters Score -305264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -305264.906250 Penalty: 2554.560059
	Iteration 34Q: 3 clusters Score -305264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -305266.062500 Penalty: 2554.560059
	Iteration 35Q: 3 clusters Score -305266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -305266.843750 Penalty: 2554.560059
	Iteration 36Q: 3 clusters Score -305266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -305266.843750 Penalty: 2554.560059
	Iteration 37F: 3 clusters Score -305266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Entering Unmasked Estep 
Score: -1475566.625000 Penalty: 1522.803345
	Iteration 0F: 2 clusters Score -1475567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1467244.125000 Penalty: 3045.606689
	Iteration 0F: 3 clusters Score -1467244 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1470117.125000 Penalty: 3045.606689
	Iteration 1F: 3 clusters Score -1470117 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1470416.375000 Penalty: 3045.606689
	Iteration 2F: 3 clusters Score -1470416 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1470724.875000 Penalty: 3045.606689
	Iteration 3F: 3 clusters Score -1470725 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1471037.250000 Penalty: 3045.606689
	Iteration 4Q: 3 clusters Score -1471037 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1471435.750000 Penalty: 3045.606689
	Iteration 5Q: 3 clusters Score -1471436 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1471870.000000 Penalty: 3045.606689
	Iteration 6F: 3 clusters Score -1471870 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1472313.750000 Penalty: 3045.606689
	Iteration 7F: 3 clusters Score -1472314 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1472657.625000 Penalty: 3045.606689
	Iteration 8Q: 3 clusters Score -1472658 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1472929.750000 Penalty: 3045.606689
	Iteration 9Q: 3 clusters Score -1472930 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1473114.375000 Penalty: 3045.606689
	Iteration 10Q: 3 clusters Score -1473114 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1473242.875000 Penalty: 3045.606689
	Iteration 11Q: 3 clusters Score -1473243 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1473348.750000 Penalty: 3045.606689
	Iteration 12Q: 3 clusters Score -1473349 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1473427.250000 Penalty: 3045.606689
	Iteration 13Q: 3 clusters Score -1473427 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1473477.250000 Penalty: 3045.606689
	Iteration 14Q: 3 clusters Score -1473477 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1473526.750000 Penalty: 3045.606689
	Iteration 15Q: 3 clusters Score -1473527 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1473562.500000 Penalty: 3045.606689
	Iteration 16Q: 3 clusters Score -1473562 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1473605.375000 Penalty: 3045.606689
	Iteration 17Q: 3 clusters Score -1473605 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1473635.375000 Penalty: 3045.606689
	Iteration 18Q: 3 clusters Score -1473635 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1473658.000000 Penalty: 3045.606689
	Iteration 19Q: 3 clusters Score -1473658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1473688.875000 Penalty: 3045.606689
	Iteration 20F: 3 clusters Score -1473689 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1473714.375000 Penalty: 3045.606689
	Iteration 21Q: 3 clusters Score -1473714 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1473749.000000 Penalty: 3045.606689
	Iteration 22Q: 3 clusters Score -1473749 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1473771.375000 Penalty: 3045.606689
	Iteration 23Q: 3 clusters Score -1473771 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1473806.625000 Penalty: 3045.606689
	Iteration 24Q: 3 clusters Score -1473807 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1473844.000000 Penalty: 3045.606689
	Iteration 25Q: 3 clusters Score -1473844 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1473901.375000 Penalty: 3045.606689
	Iteration 26Q: 3 clusters Score -1473901 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1473974.125000 Penalty: 3045.606689
	Iteration 27Q: 3 clusters Score -1473974 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1474072.250000 Penalty: 3045.606689
	Iteration 28Q: 3 clusters Score -1474072 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1474148.875000 Penalty: 3045.606689
	Iteration 29Q: 3 clusters Score -1474149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1474196.375000 Penalty: 3045.606689
	Iteration 30Q: 3 clusters Score -1474196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1474228.750000 Penalty: 3045.606689
	Iteration 31Q: 3 clusters Score -1474229 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1474246.875000 Penalty: 3045.606689
	Iteration 32Q: 3 clusters Score -1474247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1474259.625000 Penalty: 3045.606689
	Iteration 33Q: 3 clusters Score -1474260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1474274.250000 Penalty: 3045.606689
	Iteration 34Q: 3 clusters Score -1474274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1474287.375000 Penalty: 3045.606689
	Iteration 35Q: 3 clusters Score -1474287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1474295.500000 Penalty: 3045.606689
	Iteration 36Q: 3 clusters Score -1474296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1474306.250000 Penalty: 3045.606689
	Iteration 37Q: 3 clusters Score -1474306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1474305.250000 Penalty: 3045.606689
	Iteration 38Q: 3 clusters Score -1474305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1474314.625000 Penalty: 3045.606689
	Iteration 39Q: 3 clusters Score -1474315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1474317.875000 Penalty: 3045.606689
	Iteration 40F: 3 clusters Score -1474318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1474319.375000 Penalty: 3045.606689
	Iteration 41Q: 3 clusters Score -1474319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1474323.625000 Penalty: 3045.606689
	Iteration 42Q: 3 clusters Score -1474324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1474324.375000 Penalty: 3045.606689
	Iteration 43Q: 3 clusters Score -1474324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1474326.000000 Penalty: 3045.606689
	Iteration 44Q: 3 clusters Score -1474326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1474328.000000 Penalty: 3045.606689
	Iteration 45Q: 3 clusters Score -1474328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1474327.625000 Penalty: 3045.606689
	Iteration 46Q: 3 clusters Score -1474328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1474327.750000 Penalty: 3045.606689
	Iteration 47Q: 3 clusters Score -1474328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1474330.250000 Penalty: 3045.606689
	Iteration 48Q: 3 clusters Score -1474330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1474332.375000 Penalty: 3045.606689
	Iteration 49Q: 3 clusters Score -1474332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1474334.375000 Penalty: 3045.606689
	Iteration 50Q: 3 clusters Score -1474334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1474332.250000 Penalty: 3045.606689
	Iteration 51Q: 3 clusters Score -1474332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1474335.375000 Penalty: 3045.606689
	Iteration 52Q: 3 clusters Score -1474335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1474339.000000 Penalty: 3045.606689
	Iteration 53Q: 3 clusters Score -1474339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1474341.750000 Penalty: 3045.606689
	Iteration 54Q: 3 clusters Score -1474342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1474345.500000 Penalty: 3045.606689
	Iteration 55Q: 3 clusters Score -1474346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1474344.500000 Penalty: 3045.606689
	Iteration 56Q: 3 clusters Score -1474344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1474342.375000 Penalty: 3045.606689
	Iteration 57Q: 3 clusters Score -1474342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1474346.125000 Penalty: 3045.606689
	Iteration 58Q: 3 clusters Score -1474346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1474347.000000 Penalty: 3045.606689
	Iteration 59Q: 3 clusters Score -1474347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1474348.875000 Penalty: 3045.606689
	Iteration 60F: 3 clusters Score -1474349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1474348.625000 Penalty: 3045.606689
	Iteration 61Q: 3 clusters Score -1474349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1474352.125000 Penalty: 3045.606689
	Iteration 62Q: 3 clusters Score -1474352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1474355.250000 Penalty: 3045.606689
	Iteration 63Q: 3 clusters Score -1474355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1474354.625000 Penalty: 3045.606689
	Iteration 64Q: 3 clusters Score -1474355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1474357.500000 Penalty: 3045.606689
	Iteration 65Q: 3 clusters Score -1474358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1474363.250000 Penalty: 3045.606689
	Iteration 66Q: 3 clusters Score -1474363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1474366.000000 Penalty: 3045.606689
	Iteration 67Q: 3 clusters Score -1474366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1474369.875000 Penalty: 3045.606689
	Iteration 68Q: 3 clusters Score -1474370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1474368.500000 Penalty: 3045.606689
	Iteration 69Q: 3 clusters Score -1474368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1474368.750000 Penalty: 3045.606689
	Iteration 70Q: 3 clusters Score -1474369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1474372.875000 Penalty: 3045.606689
	Iteration 71Q: 3 clusters Score -1474373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1474375.125000 Penalty: 3045.606689
	Iteration 72Q: 3 clusters Score -1474375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1474379.625000 Penalty: 3045.606689
	Iteration 73Q: 3 clusters Score -1474380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1474380.625000 Penalty: 3045.606689
	Iteration 74Q: 3 clusters Score -1474381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1474381.500000 Penalty: 3045.606689
	Iteration 75Q: 3 clusters Score -1474382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1474381.000000 Penalty: 3045.606689
	Iteration 76Q: 3 clusters Score -1474381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1474382.000000 Penalty: 3045.606689
	Iteration 77Q: 3 clusters Score -1474382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1474384.125000 Penalty: 3045.606689
	Iteration 78Q: 3 clusters Score -1474384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1474383.000000 Penalty: 3045.606689
	Iteration 79Q: 3 clusters Score -1474383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1474385.000000 Penalty: 3045.606689
	Iteration 80F: 3 clusters Score -1474385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1474385.750000 Penalty: 3045.606689
	Iteration 81Q: 3 clusters Score -1474386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1474385.750000 Penalty: 3045.606689
	Iteration 82F: 3 clusters Score -1474386 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: -30214.972656 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -30214.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29539.091797 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -29539.09 nChanged 94
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: -29825.380859 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -29825.38 nChanged 27
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: -30127.257812 Penalty: 1869.586060
	Iteration 2F: 3 clusters Score -30127.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -30259.572266 Penalty: 1869.586060
	Iteration 3F: 3 clusters Score -30259.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -30272.117188 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -30272.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -30290.724609 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -30290.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -30323.521484 Penalty: 1869.586060
	Iteration 6Q: 3 clusters Score -30323.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -30325.103516 Penalty: 1869.586060
	Iteration 7Q: 3 clusters Score -30325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -30325.103516 Penalty: 1869.586060
	Iteration 8F: 3 clusters Score -30325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11744 members 
Mstep: Class 3 contains 250 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 16001 members 
Mstep: Class 6 contains 20158 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 62337 members 
Mstep: Class 9 contains 2129 members 
Mstep: Class 10 contains 12854 members 
Mstep: Class 11 contains 77604 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 52724 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35574 members 
Mstep: Class 16 contains 12280 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62209 members 
Mstep: Class 19 contains 2720 members 
Mstep: Class 20 contains 14924 members 
Mstep: Class 21 contains 6571 members 
Mstep: Class 22 contains 13865 members 
Mstep: Class 23 contains 65 members 
Entering Unmasked Estep 
Score: -53938356.000000 Penalty: 48384.214844
Splitting cluster 3 changes total score from -53939436.000000 to -53938356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -133987.281250 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -133987.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132486.468750 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -132486.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -132795.109375 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -132795.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132874.078125 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -132874.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132926.421875 Penalty: 2286.462402
	Iteration 3Q: 3 clusters Score -132926.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -132963.296875 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -132963.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132980.484375 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -132980.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132992.453125 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -132992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -132999.843750 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -132999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133011.218750 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -133011.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -133019.609375 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -133019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -133028.125000 Penalty: 2286.462402
	Iteration 10Q: 3 clusters Score -133028.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -133037.984375 Penalty: 2286.462402
	Iteration 11Q: 3 clusters Score -133038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -133046.109375 Penalty: 2286.462402
	Iteration 12Q: 3 clusters Score -133046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133050.859375 Penalty: 2286.462402
	Iteration 13Q: 3 clusters Score -133050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133057.546875 Penalty: 2286.462402
	Iteration 14Q: 3 clusters Score -133057.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -133061.000000 Penalty: 2286.462402
	Iteration 15Q: 3 clusters Score -133061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133070.531250 Penalty: 2286.462402
	Iteration 16Q: 3 clusters Score -133070.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133078.062500 Penalty: 2286.462402
	Iteration 17Q: 3 clusters Score -133078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133083.250000 Penalty: 2286.462402
	Iteration 18Q: 3 clusters Score -133083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133086.437500 Penalty: 2286.462402
	Iteration 19Q: 3 clusters Score -133086.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133090.453125 Penalty: 2286.462402
	Iteration 20F: 3 clusters Score -133090.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -133097.953125 Penalty: 2286.462402
	Iteration 21Q: 3 clusters Score -133098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -133103.703125 Penalty: 2286.462402
	Iteration 22Q: 3 clusters Score -133103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -133108.937500 Penalty: 2286.462402
	Iteration 23Q: 3 clusters Score -133108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133110.062500 Penalty: 2286.462402
	Iteration 24Q: 3 clusters Score -133110.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -133113.828125 Penalty: 2286.462402
	Iteration 25Q: 3 clusters Score -133113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133122.000000 Penalty: 2286.462402
	Iteration 26Q: 3 clusters Score -133122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133132.140625 Penalty: 2286.462402
	Iteration 27Q: 3 clusters Score -133132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -133137.234375 Penalty: 2286.462402
	Iteration 28Q: 3 clusters Score -133137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -133143.000000 Penalty: 2286.462402
	Iteration 29Q: 3 clusters Score -133143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -133150.812500 Penalty: 2286.462402
	Iteration 30Q: 3 clusters Score -133150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -133157.671875 Penalty: 2286.462402
	Iteration 31Q: 3 clusters Score -133157.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -133171.406250 Penalty: 2286.462402
	Iteration 32Q: 3 clusters Score -133171.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -133192.453125 Penalty: 2286.462402
	Iteration 33Q: 3 clusters Score -133192.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -133201.546875 Penalty: 2286.462402
	Iteration 34Q: 3 clusters Score -133201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133204.281250 Penalty: 2286.462402
	Iteration 35Q: 3 clusters Score -133204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133211.859375 Penalty: 2286.462402
	Iteration 36Q: 3 clusters Score -133211.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -133216.703125 Penalty: 2286.462402
	Iteration 37Q: 3 clusters Score -133216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -133217.968750 Penalty: 2286.462402
	Iteration 38Q: 3 clusters Score -133218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -133219.453125 Penalty: 2286.462402
	Iteration 39Q: 3 clusters Score -133219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -133220.625000 Penalty: 2286.462402
	Iteration 40F: 3 clusters Score -133220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -133226.546875 Penalty: 2286.462402
	Iteration 41Q: 3 clusters Score -133226.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -133238.687500 Penalty: 2286.462402
	Iteration 42Q: 3 clusters Score -133238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -133243.593750 Penalty: 2286.462402
	Iteration 43Q: 3 clusters Score -133243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133246.515625 Penalty: 2286.462402
	Iteration 44Q: 3 clusters Score -133246.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -133251.484375 Penalty: 2286.462402
	Iteration 45Q: 3 clusters Score -133251.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -133257.937500 Penalty: 2286.462402
	Iteration 46Q: 3 clusters Score -133257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -133260.765625 Penalty: 2286.462402
	Iteration 47Q: 3 clusters Score -133260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -133262.468750 Penalty: 2286.462402
	Iteration 48Q: 3 clusters Score -133262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -133262.718750 Penalty: 2286.462402
	Iteration 49Q: 3 clusters Score -133262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -133262.718750 Penalty: 2286.462402
	Iteration 50F: 3 clusters Score -133262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Entering Unmasked Estep 
Score: -2116107.750000 Penalty: 1573.066040
	Iteration 0F: 2 clusters Score -2116108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2105007.750000 Penalty: 3146.132080
	Iteration 0F: 3 clusters Score -2105008 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2109100.000000 Penalty: 3146.132080
	Iteration 1F: 3 clusters Score -2109100 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2109466.250000 Penalty: 3146.132080
	Iteration 2F: 3 clusters Score -2109466 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2109806.750000 Penalty: 3146.132080
	Iteration 3Q: 3 clusters Score -2109807 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2110215.750000 Penalty: 3146.132080
	Iteration 4Q: 3 clusters Score -2110216 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2110716.750000 Penalty: 3146.132080
	Iteration 5F: 3 clusters Score -2110717 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2111406.250000 Penalty: 3146.132080
	Iteration 6F: 3 clusters Score -2111406 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2112116.750000 Penalty: 3146.132080
	Iteration 7F: 3 clusters Score -2112117 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2112776.000000 Penalty: 3146.132080
	Iteration 8F: 3 clusters Score -2112776 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2113305.750000 Penalty: 3146.132080
	Iteration 9Q: 3 clusters Score -2113306 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2113754.000000 Penalty: 3146.132080
	Iteration 10Q: 3 clusters Score -2113754 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2114125.500000 Penalty: 3146.132080
	Iteration 11Q: 3 clusters Score -2114126 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2114368.500000 Penalty: 3146.132080
	Iteration 12Q: 3 clusters Score -2114368 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2114546.250000 Penalty: 3146.132080
	Iteration 13Q: 3 clusters Score -2114546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2114642.500000 Penalty: 3146.132080
	Iteration 14Q: 3 clusters Score -2114642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2114705.000000 Penalty: 3146.132080
	Iteration 15Q: 3 clusters Score -2114705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2114763.750000 Penalty: 3146.132080
	Iteration 16Q: 3 clusters Score -2114764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2114792.000000 Penalty: 3146.132080
	Iteration 17Q: 3 clusters Score -2114792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2114810.250000 Penalty: 3146.132080
	Iteration 18Q: 3 clusters Score -2114810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2114819.500000 Penalty: 3146.132080
	Iteration 19Q: 3 clusters Score -2114820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2114825.000000 Penalty: 3146.132080
	Iteration 20F: 3 clusters Score -2114825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2114828.750000 Penalty: 3146.132080
	Iteration 21Q: 3 clusters Score -2114829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2114836.250000 Penalty: 3146.132080
	Iteration 22Q: 3 clusters Score -2114836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2114843.750000 Penalty: 3146.132080
	Iteration 23Q: 3 clusters Score -2114844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2114844.000000 Penalty: 3146.132080
	Iteration 24Q: 3 clusters Score -2114844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2114847.500000 Penalty: 3146.132080
	Iteration 25Q: 3 clusters Score -2114848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2114850.000000 Penalty: 3146.132080
	Iteration 26Q: 3 clusters Score -2114850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2114852.500000 Penalty: 3146.132080
	Iteration 27Q: 3 clusters Score -2114852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2114854.250000 Penalty: 3146.132080
	Iteration 28Q: 3 clusters Score -2114854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2114854.250000 Penalty: 3146.132080
	Iteration 29F: 3 clusters Score -2114854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Entering Unmasked Estep 
Score: -2667134.750000 Penalty: 1610.595459
	Iteration 0F: 2 clusters Score -2667135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2653387.750000 Penalty: 3221.190918
	Iteration 0F: 3 clusters Score -2653388 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2658202.000000 Penalty: 3221.190918
	Iteration 1F: 3 clusters Score -2658202 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2658534.750000 Penalty: 3221.190918
	Iteration 2Q: 3 clusters Score -2658535 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2658819.250000 Penalty: 3221.190918
	Iteration 3Q: 3 clusters Score -2658819 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2659115.000000 Penalty: 3221.190918
	Iteration 4Q: 3 clusters Score -2659115 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2659462.750000 Penalty: 3221.190918
	Iteration 5Q: 3 clusters Score -2659463 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2659962.500000 Penalty: 3221.190918
	Iteration 6Q: 3 clusters Score -2659962 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2660657.000000 Penalty: 3221.190918
	Iteration 7F: 3 clusters Score -2660657 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2661632.250000 Penalty: 3221.190918
	Iteration 8F: 3 clusters Score -2661632 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2662777.250000 Penalty: 3221.190918
	Iteration 9F: 3 clusters Score -2662777 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2663825.000000 Penalty: 3221.190918
	Iteration 10F: 3 clusters Score -2663825 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2664574.250000 Penalty: 3221.190918
	Iteration 11Q: 3 clusters Score -2664574 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2665074.000000 Penalty: 3221.190918
	Iteration 12Q: 3 clusters Score -2665074 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2665370.000000 Penalty: 3221.190918
	Iteration 13Q: 3 clusters Score -2665370 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2665554.500000 Penalty: 3221.190918
	Iteration 14Q: 3 clusters Score -2665554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2665644.000000 Penalty: 3221.190918
	Iteration 15Q: 3 clusters Score -2665644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2665688.000000 Penalty: 3221.190918
	Iteration 16Q: 3 clusters Score -2665688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2665721.000000 Penalty: 3221.190918
	Iteration 17Q: 3 clusters Score -2665721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2665738.500000 Penalty: 3221.190918
	Iteration 18Q: 3 clusters Score -2665738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2665743.750000 Penalty: 3221.190918
	Iteration 19Q: 3 clusters Score -2665744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2665762.500000 Penalty: 3221.190918
	Iteration 20F: 3 clusters Score -2665762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2665764.000000 Penalty: 3221.190918
	Iteration 21Q: 3 clusters Score -2665764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2665772.000000 Penalty: 3221.190918
	Iteration 22Q: 3 clusters Score -2665772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2665776.250000 Penalty: 3221.190918
	Iteration 23Q: 3 clusters Score -2665776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2665780.750000 Penalty: 3221.190918
	Iteration 24Q: 3 clusters Score -2665781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2665788.250000 Penalty: 3221.190918
	Iteration 25Q: 3 clusters Score -2665788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2665787.750000 Penalty: 3221.190918
	Iteration 26Q: 3 clusters Score -2665788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2665789.500000 Penalty: 3221.190918
	Iteration 27Q: 3 clusters Score -2665790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2665795.250000 Penalty: 3221.190918
	Iteration 28Q: 3 clusters Score -2665795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2665795.500000 Penalty: 3221.190918
	Iteration 29Q: 3 clusters Score -2665796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2665795.750000 Penalty: 3221.190918
	Iteration 30Q: 3 clusters Score -2665796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2665798.500000 Penalty: 3221.190918
	Iteration 31Q: 3 clusters Score -2665798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2665798.500000 Penalty: 3221.190918
	Iteration 32F: 3 clusters Score -2665798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -956633.937500 Penalty: 1445.049316
	Iteration 0F: 2 clusters Score -956633.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -951265.437500 Penalty: 2890.098633
	Iteration 0F: 3 clusters Score -951265.4 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -952842.937500 Penalty: 2890.098633
	Iteration 1F: 3 clusters Score -952842.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -953034.125000 Penalty: 2890.098633
	Iteration 2F: 3 clusters Score -953034.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -953163.875000 Penalty: 2890.098633
	Iteration 3Q: 3 clusters Score -953163.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -953255.500000 Penalty: 2890.098633
	Iteration 4Q: 3 clusters Score -953255.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -953332.437500 Penalty: 2890.098633
	Iteration 5Q: 3 clusters Score -953332.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -953414.625000 Penalty: 2890.098633
	Iteration 6Q: 3 clusters Score -953414.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -953502.687500 Penalty: 2890.098633
	Iteration 7Q: 3 clusters Score -953502.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -953588.250000 Penalty: 2890.098633
	Iteration 8Q: 3 clusters Score -953588.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -953676.062500 Penalty: 2890.098633
	Iteration 9Q: 3 clusters Score -953676.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -953796.812500 Penalty: 2890.098633
	Iteration 10Q: 3 clusters Score -953796.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -953946.687500 Penalty: 2890.098633
	Iteration 11Q: 3 clusters Score -953946.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -954144.125000 Penalty: 2890.098633
	Iteration 12Q: 3 clusters Score -954144.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -954410.187500 Penalty: 2890.098633
	Iteration 13Q: 3 clusters Score -954410.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -954708.125000 Penalty: 2890.098633
	Iteration 14Q: 3 clusters Score -954708.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -954982.562500 Penalty: 2890.098633
	Iteration 15Q: 3 clusters Score -954982.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -955183.375000 Penalty: 2890.098633
	Iteration 16Q: 3 clusters Score -955183.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -955300.562500 Penalty: 2890.098633
	Iteration 17Q: 3 clusters Score -955300.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -955367.187500 Penalty: 2890.098633
	Iteration 18Q: 3 clusters Score -955367.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -955399.375000 Penalty: 2890.098633
	Iteration 19Q: 3 clusters Score -955399.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -955417.625000 Penalty: 2890.098633
	Iteration 20F: 3 clusters Score -955417.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -955435.250000 Penalty: 2890.098633
	Iteration 21Q: 3 clusters Score -955435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -955444.937500 Penalty: 2890.098633
	Iteration 22Q: 3 clusters Score -955444.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -955459.500000 Penalty: 2890.098633
	Iteration 23Q: 3 clusters Score -955459.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -955466.687500 Penalty: 2890.098633
	Iteration 24Q: 3 clusters Score -955466.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -955473.250000 Penalty: 2890.098633
	Iteration 25Q: 3 clusters Score -955473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -955473.250000 Penalty: 2890.098633
	Iteration 26F: 3 clusters Score -955473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Entering Unmasked Estep 
Score: -8229412.000000 Penalty: 1794.050537
	Iteration 0F: 2 clusters Score -8229412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -8188309.500000 Penalty: 3588.101074
	Iteration 0F: 3 clusters Score -8188310 nChanged 29565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -8205005.500000 Penalty: 3588.101074
	Iteration 1F: 3 clusters Score -8205006 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -8205544.500000 Penalty: 3588.101074
	Iteration 2Q: 3 clusters Score -8205544 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -8206364.000000 Penalty: 3588.101074
	Iteration 3Q: 3 clusters Score -8206364 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -8207682.500000 Penalty: 3588.101074
	Iteration 4Q: 3 clusters Score -8207682 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -8209974.000000 Penalty: 3588.101074
	Iteration 5F: 3 clusters Score -8209974 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -8214025.000000 Penalty: 3588.101074
	Iteration 6F: 3 clusters Score -8214025 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -8219615.500000 Penalty: 3588.101074
	Iteration 7F: 3 clusters Score -8219616 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -8224363.500000 Penalty: 3588.101074
	Iteration 8F: 3 clusters Score -8224364 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -8226703.000000 Penalty: 3588.101074
	Iteration 9Q: 3 clusters Score -8226703 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -8227446.500000 Penalty: 3588.101074
	Iteration 10Q: 3 clusters Score -8227446 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -8227678.000000 Penalty: 3588.101074
	Iteration 11Q: 3 clusters Score -8227678 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -8227796.000000 Penalty: 3588.101074
	Iteration 12Q: 3 clusters Score -8227796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -8227833.500000 Penalty: 3588.101074
	Iteration 13Q: 3 clusters Score -8227834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -8227844.500000 Penalty: 3588.101074
	Iteration 14Q: 3 clusters Score -8227844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -8227853.500000 Penalty: 3588.101074
	Iteration 15Q: 3 clusters Score -8227854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -8227862.000000 Penalty: 3588.101074
	Iteration 16Q: 3 clusters Score -8227862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -8227866.500000 Penalty: 3588.101074
	Iteration 17Q: 3 clusters Score -8227866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -8227876.000000 Penalty: 3588.101074
	Iteration 18Q: 3 clusters Score -8227876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -8227880.500000 Penalty: 3588.101074
	Iteration 19Q: 3 clusters Score -8227880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -8227881.000000 Penalty: 3588.101074
	Iteration 20F: 3 clusters Score -8227881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -8227880.500000 Penalty: 3588.101074
	Iteration 21Q: 3 clusters Score -8227880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -8227880.500000 Penalty: 3588.101074
	Iteration 22F: 3 clusters Score -8227880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -277617.625000 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -277617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -275442.875000 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -275442.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -275906.343750 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -275906.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -276007.218750 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -276007.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -276051.093750 Penalty: 2490.607422
	Iteration 3Q: 3 clusters Score -276051.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -276086.812500 Penalty: 2490.607422
	Iteration 4Q: 3 clusters Score -276086.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -276117.687500 Penalty: 2490.607422
	Iteration 5Q: 3 clusters Score -276117.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -276145.437500 Penalty: 2490.607422
	Iteration 6Q: 3 clusters Score -276145.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -276172.562500 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -276172.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -276191.125000 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -276191.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -276206.500000 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -276206.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -276222.812500 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -276222.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -276237.156250 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -276237.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -276253.062500 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -276253.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -276263.375000 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -276263.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -276275.718750 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -276275.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -276283.937500 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -276283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -276290.343750 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -276290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -276299.187500 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -276299.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -276313.156250 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -276313.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -276323.437500 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -276323.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -276333.531250 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -276333.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -276342.531250 Penalty: 2490.607422
	Iteration 21Q: 3 clusters Score -276342.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -276354.093750 Penalty: 2490.607422
	Iteration 22Q: 3 clusters Score -276354.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -276365.750000 Penalty: 2490.607422
	Iteration 23Q: 3 clusters Score -276365.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -276377.000000 Penalty: 2490.607422
	Iteration 24Q: 3 clusters Score -276377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -276386.312500 Penalty: 2490.607422
	Iteration 25Q: 3 clusters Score -276386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -276391.312500 Penalty: 2490.607422
	Iteration 26Q: 3 clusters Score -276391.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -276397.281250 Penalty: 2490.607422
	Iteration 27Q: 3 clusters Score -276397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -276400.093750 Penalty: 2490.607422
	Iteration 28Q: 3 clusters Score -276400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -276401.343750 Penalty: 2490.607422
	Iteration 29Q: 3 clusters Score -276401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -276403.281250 Penalty: 2490.607422
	Iteration 30Q: 3 clusters Score -276403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -276405.531250 Penalty: 2490.607422
	Iteration 31Q: 3 clusters Score -276405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -276407.125000 Penalty: 2490.607422
	Iteration 32Q: 3 clusters Score -276407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -276408.093750 Penalty: 2490.607422
	Iteration 33Q: 3 clusters Score -276408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -276410.812500 Penalty: 2490.607422
	Iteration 34Q: 3 clusters Score -276410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -276411.468750 Penalty: 2490.607422
	Iteration 35Q: 3 clusters Score -276411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -276412.625000 Penalty: 2490.607422
	Iteration 36Q: 3 clusters Score -276412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -276413.250000 Penalty: 2490.607422
	Iteration 37Q: 3 clusters Score -276413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -276413.531250 Penalty: 2490.607422
	Iteration 38Q: 3 clusters Score -276413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -276413.531250 Penalty: 2490.607422
	Iteration 39F: 3 clusters Score -276413.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Entering Unmasked Estep 
Score: -1615265.750000 Penalty: 1537.479248
	Iteration 0F: 2 clusters Score -1615266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1606171.625000 Penalty: 3074.958496
	Iteration 0F: 3 clusters Score -1606172 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1609371.125000 Penalty: 3074.958496
	Iteration 1F: 3 clusters Score -1609371 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1609746.875000 Penalty: 3074.958496
	Iteration 2F: 3 clusters Score -1609747 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1610114.125000 Penalty: 3074.958496
	Iteration 3F: 3 clusters Score -1610114 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1610518.875000 Penalty: 3074.958496
	Iteration 4F: 3 clusters Score -1610519 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1611030.375000 Penalty: 3074.958496
	Iteration 5F: 3 clusters Score -1611030 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1611657.000000 Penalty: 3074.958496
	Iteration 6F: 3 clusters Score -1611657 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1612330.375000 Penalty: 3074.958496
	Iteration 7F: 3 clusters Score -1612330 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1612927.250000 Penalty: 3074.958496
	Iteration 8F: 3 clusters Score -1612927 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1613350.750000 Penalty: 3074.958496
	Iteration 9Q: 3 clusters Score -1613351 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1613612.000000 Penalty: 3074.958496
	Iteration 10Q: 3 clusters Score -1613612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1613732.125000 Penalty: 3074.958496
	Iteration 11Q: 3 clusters Score -1613732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1613805.375000 Penalty: 3074.958496
	Iteration 12Q: 3 clusters Score -1613805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1613854.875000 Penalty: 3074.958496
	Iteration 13Q: 3 clusters Score -1613855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1613875.000000 Penalty: 3074.958496
	Iteration 14Q: 3 clusters Score -1613875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1613894.750000 Penalty: 3074.958496
	Iteration 15Q: 3 clusters Score -1613895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1613904.875000 Penalty: 3074.958496
	Iteration 16Q: 3 clusters Score -1613905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1613916.500000 Penalty: 3074.958496
	Iteration 17Q: 3 clusters Score -1613916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1613928.750000 Penalty: 3074.958496
	Iteration 18Q: 3 clusters Score -1613929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1613935.375000 Penalty: 3074.958496
	Iteration 19Q: 3 clusters Score -1613935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1613940.750000 Penalty: 3074.958496
	Iteration 20F: 3 clusters Score -1613941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1613944.250000 Penalty: 3074.958496
	Iteration 21Q: 3 clusters Score -1613944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1613946.125000 Penalty: 3074.958496
	Iteration 22Q: 3 clusters Score -1613946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1613950.125000 Penalty: 3074.958496
	Iteration 23Q: 3 clusters Score -1613950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1613952.125000 Penalty: 3074.958496
	Iteration 24Q: 3 clusters Score -1613952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1613952.125000 Penalty: 3074.958496
	Iteration 25F: 3 clusters Score -1613952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (77604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Entering Unmasked Estep 
Score: -10270232.000000 Penalty: 1829.648315
	Iteration 0F: 2 clusters Score -1.027023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -10221166.000000 Penalty: 3659.296631
	Iteration 0F: 3 clusters Score -1.022117e+07 nChanged 36954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -10242377.000000 Penalty: 3659.296631
	Iteration 1F: 3 clusters Score -1.024238e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -10242841.000000 Penalty: 3659.296631
	Iteration 2Q: 3 clusters Score -1.024284e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -10243503.000000 Penalty: 3659.296631
	Iteration 3Q: 3 clusters Score -1.02435e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -10244214.000000 Penalty: 3659.296631
	Iteration 4Q: 3 clusters Score -1.024421e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -10245196.000000 Penalty: 3659.296631
	Iteration 5Q: 3 clusters Score -1.02452e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -10246813.000000 Penalty: 3659.296631
	Iteration 6Q: 3 clusters Score -1.024681e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -10249444.000000 Penalty: 3659.296631
	Iteration 7F: 3 clusters Score -1.024944e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -10253067.000000 Penalty: 3659.296631
	Iteration 8F: 3 clusters Score -1.025307e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -10257086.000000 Penalty: 3659.296631
	Iteration 9F: 3 clusters Score -1.025709e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -10260194.000000 Penalty: 3659.296631
	Iteration 10F: 3 clusters Score -1.026019e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -10261842.000000 Penalty: 3659.296631
	Iteration 11Q: 3 clusters Score -1.026184e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -10262657.000000 Penalty: 3659.296631
	Iteration 12Q: 3 clusters Score -1.026266e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -10263205.000000 Penalty: 3659.296631
	Iteration 13Q: 3 clusters Score -1.02632e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -10263729.000000 Penalty: 3659.296631
	Iteration 14Q: 3 clusters Score -1.026373e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -10264153.000000 Penalty: 3659.296631
	Iteration 15Q: 3 clusters Score -1.026415e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -10264524.000000 Penalty: 3659.296631
	Iteration 16Q: 3 clusters Score -1.026452e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -10264890.000000 Penalty: 3659.296631
	Iteration 17Q: 3 clusters Score -1.026489e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -10265142.000000 Penalty: 3659.296631
	Iteration 18Q: 3 clusters Score -1.026514e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -10265426.000000 Penalty: 3659.296631
	Iteration 19Q: 3 clusters Score -1.026543e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -10265753.000000 Penalty: 3659.296631
	Iteration 20F: 3 clusters Score -1.026575e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -10266000.000000 Penalty: 3659.296631
	Iteration 21Q: 3 clusters Score -1.0266e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -10266226.000000 Penalty: 3659.296631
	Iteration 22Q: 3 clusters Score -1.026623e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 68664 members 
Entering Unmasked Estep 
Score: -10266463.000000 Penalty: 3659.296631
	Iteration 23Q: 3 clusters Score -1.026646e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -10266719.000000 Penalty: 3659.296631
	Iteration 24Q: 3 clusters Score -1.026672e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -10266851.000000 Penalty: 3659.296631
	Iteration 25Q: 3 clusters Score -1.026685e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -10267001.000000 Penalty: 3659.296631
	Iteration 26Q: 3 clusters Score -1.0267e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -10267123.000000 Penalty: 3659.296631
	Iteration 27Q: 3 clusters Score -1.026712e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -10267281.000000 Penalty: 3659.296631
	Iteration 28Q: 3 clusters Score -1.026728e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -10267462.000000 Penalty: 3659.296631
	Iteration 29Q: 3 clusters Score -1.026746e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -10267524.000000 Penalty: 3659.296631
	Iteration 30Q: 3 clusters Score -1.026752e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -10267587.000000 Penalty: 3659.296631
	Iteration 31Q: 3 clusters Score -1.026759e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -10267686.000000 Penalty: 3659.296631
	Iteration 32Q: 3 clusters Score -1.026769e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -10267760.000000 Penalty: 3659.296631
	Iteration 33Q: 3 clusters Score -1.026776e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -10267838.000000 Penalty: 3659.296631
	Iteration 34Q: 3 clusters Score -1.026784e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -10267919.000000 Penalty: 3659.296631
	Iteration 35Q: 3 clusters Score -1.026792e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -10267972.000000 Penalty: 3659.296631
	Iteration 36Q: 3 clusters Score -1.026797e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -10268059.000000 Penalty: 3659.296631
	Iteration 37Q: 3 clusters Score -1.026806e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -10268140.000000 Penalty: 3659.296631
	Iteration 38Q: 3 clusters Score -1.026814e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -10268224.000000 Penalty: 3659.296631
	Iteration 39Q: 3 clusters Score -1.026822e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -10268297.000000 Penalty: 3659.296631
	Iteration 40F: 3 clusters Score -1.02683e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -10268314.000000 Penalty: 3659.296631
	Iteration 41Q: 3 clusters Score -1.026831e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -10268337.000000 Penalty: 3659.296631
	Iteration 42Q: 3 clusters Score -1.026834e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -10268346.000000 Penalty: 3659.296631
	Iteration 43Q: 3 clusters Score -1.026835e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -10268372.000000 Penalty: 3659.296631
	Iteration 44Q: 3 clusters Score -1.026837e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -10268418.000000 Penalty: 3659.296631
	Iteration 45Q: 3 clusters Score -1.026842e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -10268425.000000 Penalty: 3659.296631
	Iteration 46Q: 3 clusters Score -1.026842e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -10268422.000000 Penalty: 3659.296631
	Iteration 47Q: 3 clusters Score -1.026842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -10268430.000000 Penalty: 3659.296631
	Iteration 48Q: 3 clusters Score -1.026843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -10268447.000000 Penalty: 3659.296631
	Iteration 49Q: 3 clusters Score -1.026845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -10268459.000000 Penalty: 3659.296631
	Iteration 50Q: 3 clusters Score -1.026846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -10268469.000000 Penalty: 3659.296631
	Iteration 51Q: 3 clusters Score -1.026847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -10268476.000000 Penalty: 3659.296631
	Iteration 52Q: 3 clusters Score -1.026848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -10268481.000000 Penalty: 3659.296631
	Iteration 53Q: 3 clusters Score -1.026848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -10268503.000000 Penalty: 3659.296631
	Iteration 54Q: 3 clusters Score -1.02685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -10268499.000000 Penalty: 3659.296631
	Iteration 55Q: 3 clusters Score -1.02685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -10268502.000000 Penalty: 3659.296631
	Iteration 56Q: 3 clusters Score -1.02685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 76302 members 
Entering Unmasked Estep 
Score: -10268513.000000 Penalty: 3659.296631
	Iteration 57Q: 3 clusters Score -1.026851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -10268522.000000 Penalty: 3659.296631
	Iteration 58Q: 3 clusters Score -1.026852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -10268521.000000 Penalty: 3659.296631
	Iteration 59Q: 3 clusters Score -1.026852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -10268526.000000 Penalty: 3659.296631
	Iteration 60F: 3 clusters Score -1.026853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -10268528.000000 Penalty: 3659.296631
	Iteration 61Q: 3 clusters Score -1.026853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -10268527.000000 Penalty: 3659.296631
	Iteration 62Q: 3 clusters Score -1.026853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -10268543.000000 Penalty: 3659.296631
	Iteration 63Q: 3 clusters Score -1.026854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -10268545.000000 Penalty: 3659.296631
	Iteration 64Q: 3 clusters Score -1.026854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -10268553.000000 Penalty: 3659.296631
	Iteration 65Q: 3 clusters Score -1.026855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -10268551.000000 Penalty: 3659.296631
	Iteration 66Q: 3 clusters Score -1.026855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -10268543.000000 Penalty: 3659.296631
	Iteration 67Q: 3 clusters Score -1.026854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -10268553.000000 Penalty: 3659.296631
	Iteration 68Q: 3 clusters Score -1.026855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -10268554.000000 Penalty: 3659.296631
	Iteration 69Q: 3 clusters Score -1.026855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -10268558.000000 Penalty: 3659.296631
	Iteration 70Q: 3 clusters Score -1.026856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -10268560.000000 Penalty: 3659.296631
	Iteration 71Q: 3 clusters Score -1.026856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -10268567.000000 Penalty: 3659.296631
	Iteration 72Q: 3 clusters Score -1.026857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -10268572.000000 Penalty: 3659.296631
	Iteration 73Q: 3 clusters Score -1.026857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -10268563.000000 Penalty: 3659.296631
	Iteration 74Q: 3 clusters Score -1.026856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -10268561.000000 Penalty: 3659.296631
	Iteration 75Q: 3 clusters Score -1.026856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -10268581.000000 Penalty: 3659.296631
	Iteration 76Q: 3 clusters Score -1.026858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -10268585.000000 Penalty: 3659.296631
	Iteration 77Q: 3 clusters Score -1.026858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -10268592.000000 Penalty: 3659.296631
	Iteration 78Q: 3 clusters Score -1.026859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -10268580.000000 Penalty: 3659.296631
	Iteration 79Q: 3 clusters Score -1.026858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -10268586.000000 Penalty: 3659.296631
	Iteration 80F: 3 clusters Score -1.026859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -10268594.000000 Penalty: 3659.296631
	Iteration 81Q: 3 clusters Score -1.026859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -10268597.000000 Penalty: 3659.296631
	Iteration 82Q: 3 clusters Score -1.02686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -10268597.000000 Penalty: 3659.296631
	Iteration 83Q: 3 clusters Score -1.02686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -10268589.000000 Penalty: 3659.296631
	Iteration 84Q: 3 clusters Score -1.026859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -10268588.000000 Penalty: 3659.296631
	Iteration 85Q: 3 clusters Score -1.026859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -10268595.000000 Penalty: 3659.296631
	Iteration 86Q: 3 clusters Score -1.02686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -10268595.000000 Penalty: 3659.296631
	Iteration 87Q: 3 clusters Score -1.02686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -10268594.000000 Penalty: 3659.296631
	Iteration 88Q: 3 clusters Score -1.026859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -10268596.000000 Penalty: 3659.296631
	Iteration 89Q: 3 clusters Score -1.02686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -10268600.000000 Penalty: 3659.296631
	Iteration 90Q: 3 clusters Score -1.02686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -10268591.000000 Penalty: 3659.296631
	Iteration 91Q: 3 clusters Score -1.026859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -10268590.000000 Penalty: 3659.296631
	Iteration 92Q: 3 clusters Score -1.026859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -10268594.000000 Penalty: 3659.296631
	Iteration 93Q: 3 clusters Score -1.026859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -10268600.000000 Penalty: 3659.296631
	Iteration 94Q: 3 clusters Score -1.02686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -10268608.000000 Penalty: 3659.296631
	Iteration 95Q: 3 clusters Score -1.026861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 76586 members 
Entering Unmasked Estep 
Score: -10268605.000000 Penalty: 3659.296631
	Iteration 96Q: 3 clusters Score -1.02686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -10268607.000000 Penalty: 3659.296631
	Iteration 97Q: 3 clusters Score -1.026861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -10268608.000000 Penalty: 3659.296631
	Iteration 98Q: 3 clusters Score -1.026861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -10268608.000000 Penalty: 3659.296631
	Iteration 99F: 3 clusters Score -1.026861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -249332.812500 Penalty: 1226.383301
	Iteration 0F: 2 clusters Score -249332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -247276.625000 Penalty: 2452.766602
	Iteration 0F: 3 clusters Score -247276.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -247693.906250 Penalty: 2452.766602
	Iteration 1F: 3 clusters Score -247693.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -247799.703125 Penalty: 2452.766602
	Iteration 2F: 3 clusters Score -247799.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -247868.968750 Penalty: 2452.766602
	Iteration 3Q: 3 clusters Score -247869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -247918.656250 Penalty: 2452.766602
	Iteration 4Q: 3 clusters Score -247918.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -247951.687500 Penalty: 2452.766602
	Iteration 5Q: 3 clusters Score -247951.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -247970.062500 Penalty: 2452.766602
	Iteration 6Q: 3 clusters Score -247970.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -247980.625000 Penalty: 2452.766602
	Iteration 7Q: 3 clusters Score -247980.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -247989.968750 Penalty: 2452.766602
	Iteration 8Q: 3 clusters Score -247990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -247999.453125 Penalty: 2452.766602
	Iteration 9Q: 3 clusters Score -247999.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -248006.671875 Penalty: 2452.766602
	Iteration 10Q: 3 clusters Score -248006.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -248011.906250 Penalty: 2452.766602
	Iteration 11Q: 3 clusters Score -248011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -248015.375000 Penalty: 2452.766602
	Iteration 12Q: 3 clusters Score -248015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -248016.984375 Penalty: 2452.766602
	Iteration 13Q: 3 clusters Score -248017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -248019.078125 Penalty: 2452.766602
	Iteration 14Q: 3 clusters Score -248019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -248024.421875 Penalty: 2452.766602
	Iteration 15Q: 3 clusters Score -248024.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -248029.515625 Penalty: 2452.766602
	Iteration 16Q: 3 clusters Score -248029.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -248036.093750 Penalty: 2452.766602
	Iteration 17Q: 3 clusters Score -248036.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -248040.203125 Penalty: 2452.766602
	Iteration 18Q: 3 clusters Score -248040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -248043.828125 Penalty: 2452.766602
	Iteration 19Q: 3 clusters Score -248043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -248046.046875 Penalty: 2452.766602
	Iteration 20F: 3 clusters Score -248046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -248047.687500 Penalty: 2452.766602
	Iteration 21Q: 3 clusters Score -248047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -248049.093750 Penalty: 2452.766602
	Iteration 22Q: 3 clusters Score -248049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248050.828125 Penalty: 2452.766602
	Iteration 23Q: 3 clusters Score -248050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248052.406250 Penalty: 2452.766602
	Iteration 24Q: 3 clusters Score -248052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248052.406250 Penalty: 2452.766602
	Iteration 25F: 3 clusters Score -248052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Entering Unmasked Estep 
Score: -6946180.000000 Penalty: 1766.834106
	Iteration 0F: 2 clusters Score -6946180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -6910856.500000 Penalty: 3533.668213
	Iteration 0F: 3 clusters Score -6910856 nChanged 24738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -6925124.000000 Penalty: 3533.668213
	Iteration 1F: 3 clusters Score -6925124 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -6925951.000000 Penalty: 3533.668213
	Iteration 2Q: 3 clusters Score -6925951 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -6927193.000000 Penalty: 3533.668213
	Iteration 3F: 3 clusters Score -6927193 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -6929368.000000 Penalty: 3533.668213
	Iteration 4F: 3 clusters Score -6929368 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -6932845.000000 Penalty: 3533.668213
	Iteration 5F: 3 clusters Score -6932845 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -6937381.500000 Penalty: 3533.668213
	Iteration 6F: 3 clusters Score -6937382 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6941380.500000 Penalty: 3533.668213
	Iteration 7F: 3 clusters Score -6941380 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6943482.000000 Penalty: 3533.668213
	Iteration 8Q: 3 clusters Score -6943482 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6944212.000000 Penalty: 3533.668213
	Iteration 9Q: 3 clusters Score -6944212 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6944445.500000 Penalty: 3533.668213
	Iteration 10Q: 3 clusters Score -6944446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6944520.500000 Penalty: 3533.668213
	Iteration 11Q: 3 clusters Score -6944520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6944569.000000 Penalty: 3533.668213
	Iteration 12Q: 3 clusters Score -6944569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6944585.000000 Penalty: 3533.668213
	Iteration 13Q: 3 clusters Score -6944585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6944599.500000 Penalty: 3533.668213
	Iteration 14Q: 3 clusters Score -6944600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6944599.500000 Penalty: 3533.668213
	Iteration 15F: 3 clusters Score -6944600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -200157.234375 Penalty: 1203.195435
	Iteration 0F: 2 clusters Score -200157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -198279.656250 Penalty: 2406.390869
	Iteration 0F: 3 clusters Score -198279.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -198621.015625 Penalty: 2406.390869
	Iteration 1F: 3 clusters Score -198621 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198704.812500 Penalty: 2406.390869
	Iteration 2F: 3 clusters Score -198704.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -198759.468750 Penalty: 2406.390869
	Iteration 3Q: 3 clusters Score -198759.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -198792.046875 Penalty: 2406.390869
	Iteration 4Q: 3 clusters Score -198792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -198821.265625 Penalty: 2406.390869
	Iteration 5Q: 3 clusters Score -198821.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -198837.062500 Penalty: 2406.390869
	Iteration 6Q: 3 clusters Score -198837.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -198847.265625 Penalty: 2406.390869
	Iteration 7Q: 3 clusters Score -198847.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -198854.375000 Penalty: 2406.390869
	Iteration 8Q: 3 clusters Score -198854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -198862.343750 Penalty: 2406.390869
	Iteration 9Q: 3 clusters Score -198862.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -198869.921875 Penalty: 2406.390869
	Iteration 10Q: 3 clusters Score -198869.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -198875.781250 Penalty: 2406.390869
	Iteration 11Q: 3 clusters Score -198875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -198882.359375 Penalty: 2406.390869
	Iteration 12Q: 3 clusters Score -198882.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -198890.015625 Penalty: 2406.390869
	Iteration 13Q: 3 clusters Score -198890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198901.921875 Penalty: 2406.390869
	Iteration 14Q: 3 clusters Score -198901.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198913.781250 Penalty: 2406.390869
	Iteration 15Q: 3 clusters Score -198913.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -198921.953125 Penalty: 2406.390869
	Iteration 16Q: 3 clusters Score -198922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198929.265625 Penalty: 2406.390869
	Iteration 17Q: 3 clusters Score -198929.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -198936.109375 Penalty: 2406.390869
	Iteration 18Q: 3 clusters Score -198936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -198940.046875 Penalty: 2406.390869
	Iteration 19Q: 3 clusters Score -198940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -198943.796875 Penalty: 2406.390869
	Iteration 20F: 3 clusters Score -198943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198943.937500 Penalty: 2406.390869
	Iteration 21Q: 3 clusters Score -198943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198943.937500 Penalty: 2406.390869
	Iteration 22F: 3 clusters Score -198943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Entering Unmasked Estep 
Score: -4681570.000000 Penalty: 1702.897705
	Iteration 0F: 2 clusters Score -4681570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4657911.000000 Penalty: 3405.795410
	Iteration 0F: 3 clusters Score -4657911 nChanged 16363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4666770.000000 Penalty: 3405.795410
	Iteration 1F: 3 clusters Score -4666770 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4667145.500000 Penalty: 3405.795410
	Iteration 2Q: 3 clusters Score -4667146 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4667511.500000 Penalty: 3405.795410
	Iteration 3Q: 3 clusters Score -4667512 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4667891.500000 Penalty: 3405.795410
	Iteration 4Q: 3 clusters Score -4667892 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4668284.000000 Penalty: 3405.795410
	Iteration 5Q: 3 clusters Score -4668284 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4668775.000000 Penalty: 3405.795410
	Iteration 6Q: 3 clusters Score -4668775 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4669354.500000 Penalty: 3405.795410
	Iteration 7Q: 3 clusters Score -4669354 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -4670037.000000 Penalty: 3405.795410
	Iteration 8Q: 3 clusters Score -4670037 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -4670994.500000 Penalty: 3405.795410
	Iteration 9Q: 3 clusters Score -4670994 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -4672188.000000 Penalty: 3405.795410
	Iteration 10F: 3 clusters Score -4672188 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -4673581.500000 Penalty: 3405.795410
	Iteration 11F: 3 clusters Score -4673582 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4675047.000000 Penalty: 3405.795410
	Iteration 12F: 3 clusters Score -4675047 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -4676423.000000 Penalty: 3405.795410
	Iteration 13F: 3 clusters Score -4676423 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4677588.000000 Penalty: 3405.795410
	Iteration 14Q: 3 clusters Score -4677588 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -4678433.500000 Penalty: 3405.795410
	Iteration 15Q: 3 clusters Score -4678434 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4679058.500000 Penalty: 3405.795410
	Iteration 16Q: 3 clusters Score -4679058 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4679477.500000 Penalty: 3405.795410
	Iteration 17Q: 3 clusters Score -4679478 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -4679706.500000 Penalty: 3405.795410
	Iteration 18Q: 3 clusters Score -4679706 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4679846.500000 Penalty: 3405.795410
	Iteration 19Q: 3 clusters Score -4679846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -4679943.000000 Penalty: 3405.795410
	Iteration 20F: 3 clusters Score -4679943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4679995.500000 Penalty: 3405.795410
	Iteration 21Q: 3 clusters Score -4679996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -4680035.500000 Penalty: 3405.795410
	Iteration 22Q: 3 clusters Score -4680036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4680057.500000 Penalty: 3405.795410
	Iteration 23Q: 3 clusters Score -4680058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -4680081.500000 Penalty: 3405.795410
	Iteration 24Q: 3 clusters Score -4680082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -4680092.000000 Penalty: 3405.795410
	Iteration 25Q: 3 clusters Score -4680092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -4680094.000000 Penalty: 3405.795410
	Iteration 26Q: 3 clusters Score -4680094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4680100.500000 Penalty: 3405.795410
	Iteration 27Q: 3 clusters Score -4680100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4680097.000000 Penalty: 3405.795410
	Iteration 28Q: 3 clusters Score -4680097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -4680095.500000 Penalty: 3405.795410
	Iteration 29Q: 3 clusters Score -4680096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -4680095.500000 Penalty: 3405.795410
	Iteration 30F: 3 clusters Score -4680096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Entering Unmasked Estep 
Score: -1622552.750000 Penalty: 1530.055786
	Iteration 0F: 2 clusters Score -1622553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1613878.375000 Penalty: 3060.111572
	Iteration 0F: 3 clusters Score -1613878 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1616787.625000 Penalty: 3060.111572
	Iteration 1F: 3 clusters Score -1616788 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1617023.625000 Penalty: 3060.111572
	Iteration 2F: 3 clusters Score -1617024 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1617213.750000 Penalty: 3060.111572
	Iteration 3Q: 3 clusters Score -1617214 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1617389.500000 Penalty: 3060.111572
	Iteration 4Q: 3 clusters Score -1617390 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1617578.875000 Penalty: 3060.111572
	Iteration 5Q: 3 clusters Score -1617579 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1617814.750000 Penalty: 3060.111572
	Iteration 6Q: 3 clusters Score -1617815 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1618147.625000 Penalty: 3060.111572
	Iteration 7Q: 3 clusters Score -1618148 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1618562.500000 Penalty: 3060.111572
	Iteration 8F: 3 clusters Score -1618562 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1619082.375000 Penalty: 3060.111572
	Iteration 9F: 3 clusters Score -1619082 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1619633.500000 Penalty: 3060.111572
	Iteration 10F: 3 clusters Score -1619634 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1620132.625000 Penalty: 3060.111572
	Iteration 11Q: 3 clusters Score -1620133 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1620562.625000 Penalty: 3060.111572
	Iteration 12Q: 3 clusters Score -1620563 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1620817.625000 Penalty: 3060.111572
	Iteration 13Q: 3 clusters Score -1620818 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1620945.625000 Penalty: 3060.111572
	Iteration 14Q: 3 clusters Score -1620946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1621025.250000 Penalty: 3060.111572
	Iteration 15Q: 3 clusters Score -1621025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1621081.500000 Penalty: 3060.111572
	Iteration 16Q: 3 clusters Score -1621082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1621132.000000 Penalty: 3060.111572
	Iteration 17Q: 3 clusters Score -1621132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1621158.125000 Penalty: 3060.111572
	Iteration 18Q: 3 clusters Score -1621158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1621182.875000 Penalty: 3060.111572
	Iteration 19Q: 3 clusters Score -1621183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1621198.875000 Penalty: 3060.111572
	Iteration 20F: 3 clusters Score -1621199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1621210.875000 Penalty: 3060.111572
	Iteration 21Q: 3 clusters Score -1621211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1621222.625000 Penalty: 3060.111572
	Iteration 22Q: 3 clusters Score -1621223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1621229.250000 Penalty: 3060.111572
	Iteration 23Q: 3 clusters Score -1621229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1621232.375000 Penalty: 3060.111572
	Iteration 24Q: 3 clusters Score -1621232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1621237.125000 Penalty: 3060.111572
	Iteration 25Q: 3 clusters Score -1621237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1621241.500000 Penalty: 3060.111572
	Iteration 26Q: 3 clusters Score -1621242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1621246.000000 Penalty: 3060.111572
	Iteration 27Q: 3 clusters Score -1621246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1621246.875000 Penalty: 3060.111572
	Iteration 28Q: 3 clusters Score -1621247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1621247.125000 Penalty: 3060.111572
	Iteration 29Q: 3 clusters Score -1621247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1621251.750000 Penalty: 3060.111572
	Iteration 30Q: 3 clusters Score -1621252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1621262.125000 Penalty: 3060.111572
	Iteration 31Q: 3 clusters Score -1621262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1621269.250000 Penalty: 3060.111572
	Iteration 32Q: 3 clusters Score -1621269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1621271.375000 Penalty: 3060.111572
	Iteration 33Q: 3 clusters Score -1621271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1621272.750000 Penalty: 3060.111572
	Iteration 34Q: 3 clusters Score -1621273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1621275.500000 Penalty: 3060.111572
	Iteration 35Q: 3 clusters Score -1621276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1621282.000000 Penalty: 3060.111572
	Iteration 36Q: 3 clusters Score -1621282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1621283.250000 Penalty: 3060.111572
	Iteration 37Q: 3 clusters Score -1621283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1621283.250000 Penalty: 3060.111572
	Iteration 38F: 3 clusters Score -1621283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -40298.039062 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -40298.04 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 164 members 
Entering Unmasked Estep 
Score: -39429.296875 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -39429.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39592.144531 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -39592.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39680.859375 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -39680.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39789.203125 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -39789.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39924.023438 Penalty: 1933.958862
	Iteration 4F: 3 clusters Score -39924.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39999.824219 Penalty: 1933.958862
	Iteration 5F: 3 clusters Score -39999.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40024.332031 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -40024.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40042.132812 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -40042.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40052.519531 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -40052.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40056.730469 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -40056.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40056.730469 Penalty: 1933.958862
	Iteration 10F: 3 clusters Score -40056.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Entering Unmasked Estep 
Score: -8171909.500000 Penalty: 1793.716431
	Iteration 0F: 2 clusters Score -8171910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -8130859.000000 Penalty: 3587.432861
	Iteration 0F: 3 clusters Score -8130859 nChanged 29237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -8147251.000000 Penalty: 3587.432861
	Iteration 1F: 3 clusters Score -8147251 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -8147611.000000 Penalty: 3587.432861
	Iteration 2Q: 3 clusters Score -8147611 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -8148035.500000 Penalty: 3587.432861
	Iteration 3Q: 3 clusters Score -8148036 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -8148443.500000 Penalty: 3587.432861
	Iteration 4Q: 3 clusters Score -8148444 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -8149033.500000 Penalty: 3587.432861
	Iteration 5Q: 3 clusters Score -8149034 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -8149905.500000 Penalty: 3587.432861
	Iteration 6Q: 3 clusters Score -8149906 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -8151243.000000 Penalty: 3587.432861
	Iteration 7Q: 3 clusters Score -8151243 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -8153467.500000 Penalty: 3587.432861
	Iteration 8F: 3 clusters Score -8153468 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -8156664.000000 Penalty: 3587.432861
	Iteration 9F: 3 clusters Score -8156664 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8160020.000000 Penalty: 3587.432861
	Iteration 10F: 3 clusters Score -8160020 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -8162592.500000 Penalty: 3587.432861
	Iteration 11F: 3 clusters Score -8162592 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -8164156.000000 Penalty: 3587.432861
	Iteration 12Q: 3 clusters Score -8164156 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -8165114.000000 Penalty: 3587.432861
	Iteration 13Q: 3 clusters Score -8165114 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -8165868.500000 Penalty: 3587.432861
	Iteration 14Q: 3 clusters Score -8165868 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -8166588.000000 Penalty: 3587.432861
	Iteration 15Q: 3 clusters Score -8166588 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -8167285.500000 Penalty: 3587.432861
	Iteration 16Q: 3 clusters Score -8167286 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -8168016.000000 Penalty: 3587.432861
	Iteration 17Q: 3 clusters Score -8168016 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -8168538.500000 Penalty: 3587.432861
	Iteration 18Q: 3 clusters Score -8168538 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -8169033.000000 Penalty: 3587.432861
	Iteration 19Q: 3 clusters Score -8169033 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -8169357.000000 Penalty: 3587.432861
	Iteration 20F: 3 clusters Score -8169357 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -8169611.500000 Penalty: 3587.432861
	Iteration 21Q: 3 clusters Score -8169612 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -8169836.500000 Penalty: 3587.432861
	Iteration 22Q: 3 clusters Score -8169836 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -8169937.000000 Penalty: 3587.432861
	Iteration 23Q: 3 clusters Score -8169937 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -8170026.500000 Penalty: 3587.432861
	Iteration 24Q: 3 clusters Score -8170026 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -8170089.500000 Penalty: 3587.432861
	Iteration 25Q: 3 clusters Score -8170090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -8170141.000000 Penalty: 3587.432861
	Iteration 26Q: 3 clusters Score -8170141 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -8170190.000000 Penalty: 3587.432861
	Iteration 27Q: 3 clusters Score -8170190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -8170201.000000 Penalty: 3587.432861
	Iteration 28Q: 3 clusters Score -8170201 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -8170243.000000 Penalty: 3587.432861
	Iteration 29Q: 3 clusters Score -8170243 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -8170255.000000 Penalty: 3587.432861
	Iteration 30Q: 3 clusters Score -8170255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -8170270.500000 Penalty: 3587.432861
	Iteration 31Q: 3 clusters Score -8170270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -8170310.000000 Penalty: 3587.432861
	Iteration 32Q: 3 clusters Score -8170310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -8170323.000000 Penalty: 3587.432861
	Iteration 33Q: 3 clusters Score -8170323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -8170332.000000 Penalty: 3587.432861
	Iteration 34Q: 3 clusters Score -8170332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -8170328.000000 Penalty: 3587.432861
	Iteration 35Q: 3 clusters Score -8170328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -8170350.500000 Penalty: 3587.432861
	Iteration 36Q: 3 clusters Score -8170350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -8170355.000000 Penalty: 3587.432861
	Iteration 37Q: 3 clusters Score -8170355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -8170361.000000 Penalty: 3587.432861
	Iteration 38Q: 3 clusters Score -8170361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -8170381.000000 Penalty: 3587.432861
	Iteration 39Q: 3 clusters Score -8170381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -8170383.000000 Penalty: 3587.432861
	Iteration 40F: 3 clusters Score -8170383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -8170400.500000 Penalty: 3587.432861
	Iteration 41Q: 3 clusters Score -8170400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -8170398.000000 Penalty: 3587.432861
	Iteration 42Q: 3 clusters Score -8170398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -8170400.000000 Penalty: 3587.432861
	Iteration 43Q: 3 clusters Score -8170400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -8170410.000000 Penalty: 3587.432861
	Iteration 44Q: 3 clusters Score -8170410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -8170419.500000 Penalty: 3587.432861
	Iteration 45Q: 3 clusters Score -8170420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -8170421.000000 Penalty: 3587.432861
	Iteration 46Q: 3 clusters Score -8170421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -8170426.500000 Penalty: 3587.432861
	Iteration 47Q: 3 clusters Score -8170426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -8170428.500000 Penalty: 3587.432861
	Iteration 48Q: 3 clusters Score -8170428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -8170435.500000 Penalty: 3587.432861
	Iteration 49Q: 3 clusters Score -8170436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -8170431.000000 Penalty: 3587.432861
	Iteration 50Q: 3 clusters Score -8170431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -8170430.500000 Penalty: 3587.432861
	Iteration 51Q: 3 clusters Score -8170430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -8170430.500000 Penalty: 3587.432861
	Iteration 52Q: 3 clusters Score -8170430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -8170432.500000 Penalty: 3587.432861
	Iteration 53Q: 3 clusters Score -8170432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -8170440.500000 Penalty: 3587.432861
	Iteration 54Q: 3 clusters Score -8170440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -8170451.000000 Penalty: 3587.432861
	Iteration 55Q: 3 clusters Score -8170451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -8170453.000000 Penalty: 3587.432861
	Iteration 56Q: 3 clusters Score -8170453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -8170441.000000 Penalty: 3587.432861
	Iteration 57Q: 3 clusters Score -8170441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -8170439.000000 Penalty: 3587.432861
	Iteration 58Q: 3 clusters Score -8170439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -8170447.000000 Penalty: 3587.432861
	Iteration 59Q: 3 clusters Score -8170447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -8170450.500000 Penalty: 3587.432861
	Iteration 60F: 3 clusters Score -8170450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -8170459.500000 Penalty: 3587.432861
	Iteration 61Q: 3 clusters Score -8170460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -8170463.500000 Penalty: 3587.432861
	Iteration 62Q: 3 clusters Score -8170464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -8170453.000000 Penalty: 3587.432861
	Iteration 63Q: 3 clusters Score -8170453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -8170457.500000 Penalty: 3587.432861
	Iteration 64Q: 3 clusters Score -8170458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -8170462.000000 Penalty: 3587.432861
	Iteration 65Q: 3 clusters Score -8170462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -8170464.500000 Penalty: 3587.432861
	Iteration 66Q: 3 clusters Score -8170464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -8170461.000000 Penalty: 3587.432861
	Iteration 67Q: 3 clusters Score -8170461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -8170467.000000 Penalty: 3587.432861
	Iteration 68Q: 3 clusters Score -8170467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -8170467.000000 Penalty: 3587.432861
	Iteration 69F: 3 clusters Score -8170467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -355332.406250 Penalty: 1285.112915
	Iteration 0F: 2 clusters Score -355332.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -352753.781250 Penalty: 2570.225830
	Iteration 0F: 3 clusters Score -352753.8 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -353326.718750 Penalty: 2570.225830
	Iteration 1F: 3 clusters Score -353326.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -353490.437500 Penalty: 2570.225830
	Iteration 2F: 3 clusters Score -353490.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -353623.937500 Penalty: 2570.225830
	Iteration 3F: 3 clusters Score -353623.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -353730.906250 Penalty: 2570.225830
	Iteration 4F: 3 clusters Score -353730.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -353795.406250 Penalty: 2570.225830
	Iteration 5Q: 3 clusters Score -353795.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -353841.687500 Penalty: 2570.225830
	Iteration 6Q: 3 clusters Score -353841.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -353875.468750 Penalty: 2570.225830
	Iteration 7Q: 3 clusters Score -353875.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -353903.562500 Penalty: 2570.225830
	Iteration 8Q: 3 clusters Score -353903.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -353918.875000 Penalty: 2570.225830
	Iteration 9Q: 3 clusters Score -353918.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -353937.906250 Penalty: 2570.225830
	Iteration 10Q: 3 clusters Score -353937.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -353957.468750 Penalty: 2570.225830
	Iteration 11Q: 3 clusters Score -353957.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -353982.625000 Penalty: 2570.225830
	Iteration 12Q: 3 clusters Score -353982.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -354013.656250 Penalty: 2570.225830
	Iteration 13Q: 3 clusters Score -354013.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -354042.937500 Penalty: 2570.225830
	Iteration 14Q: 3 clusters Score -354042.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -354072.312500 Penalty: 2570.225830
	Iteration 15Q: 3 clusters Score -354072.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -354095.000000 Penalty: 2570.225830
	Iteration 16Q: 3 clusters Score -354095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -354119.031250 Penalty: 2570.225830
	Iteration 17Q: 3 clusters Score -354119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -354140.093750 Penalty: 2570.225830
	Iteration 18Q: 3 clusters Score -354140.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -354153.187500 Penalty: 2570.225830
	Iteration 19Q: 3 clusters Score -354153.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -354169.781250 Penalty: 2570.225830
	Iteration 20F: 3 clusters Score -354169.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -354186.968750 Penalty: 2570.225830
	Iteration 21Q: 3 clusters Score -354187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -354199.312500 Penalty: 2570.225830
	Iteration 22Q: 3 clusters Score -354199.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -354212.750000 Penalty: 2570.225830
	Iteration 23Q: 3 clusters Score -354212.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -354223.437500 Penalty: 2570.225830
	Iteration 24Q: 3 clusters Score -354223.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -354234.156250 Penalty: 2570.225830
	Iteration 25Q: 3 clusters Score -354234.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -354243.937500 Penalty: 2570.225830
	Iteration 26Q: 3 clusters Score -354243.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -354252.062500 Penalty: 2570.225830
	Iteration 27Q: 3 clusters Score -354252.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -354259.312500 Penalty: 2570.225830
	Iteration 28Q: 3 clusters Score -354259.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -354263.750000 Penalty: 2570.225830
	Iteration 29Q: 3 clusters Score -354263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -354265.281250 Penalty: 2570.225830
	Iteration 30Q: 3 clusters Score -354265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -354268.593750 Penalty: 2570.225830
	Iteration 31Q: 3 clusters Score -354268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -354272.062500 Penalty: 2570.225830
	Iteration 32Q: 3 clusters Score -354272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -354274.468750 Penalty: 2570.225830
	Iteration 33Q: 3 clusters Score -354274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -354276.906250 Penalty: 2570.225830
	Iteration 34Q: 3 clusters Score -354276.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -354279.062500 Penalty: 2570.225830
	Iteration 35Q: 3 clusters Score -354279.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -354280.781250 Penalty: 2570.225830
	Iteration 36Q: 3 clusters Score -354280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -354281.343750 Penalty: 2570.225830
	Iteration 37Q: 3 clusters Score -354281.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -354282.062500 Penalty: 2570.225830
	Iteration 38Q: 3 clusters Score -354282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -354283.312500 Penalty: 2570.225830
	Iteration 39Q: 3 clusters Score -354283.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -354284.406250 Penalty: 2570.225830
	Iteration 40F: 3 clusters Score -354284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -354288.593750 Penalty: 2570.225830
	Iteration 41Q: 3 clusters Score -354288.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -354292.218750 Penalty: 2570.225830
	Iteration 42Q: 3 clusters Score -354292.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -354300.468750 Penalty: 2570.225830
	Iteration 43Q: 3 clusters Score -354300.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -354308.343750 Penalty: 2570.225830
	Iteration 44Q: 3 clusters Score -354308.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -354311.843750 Penalty: 2570.225830
	Iteration 45Q: 3 clusters Score -354311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -354315.375000 Penalty: 2570.225830
	Iteration 46Q: 3 clusters Score -354315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -354316.687500 Penalty: 2570.225830
	Iteration 47Q: 3 clusters Score -354316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -354317.343750 Penalty: 2570.225830
	Iteration 48Q: 3 clusters Score -354317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -354319.781250 Penalty: 2570.225830
	Iteration 49Q: 3 clusters Score -354319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -354324.281250 Penalty: 2570.225830
	Iteration 50Q: 3 clusters Score -354324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -354327.156250 Penalty: 2570.225830
	Iteration 51Q: 3 clusters Score -354327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -354330.250000 Penalty: 2570.225830
	Iteration 52Q: 3 clusters Score -354330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -354331.218750 Penalty: 2570.225830
	Iteration 53Q: 3 clusters Score -354331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -354331.812500 Penalty: 2570.225830
	Iteration 54Q: 3 clusters Score -354331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -354331.656250 Penalty: 2570.225830
	Iteration 55Q: 3 clusters Score -354331.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -354332.500000 Penalty: 2570.225830
	Iteration 56Q: 3 clusters Score -354332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -354332.500000 Penalty: 2570.225830
	Iteration 57F: 3 clusters Score -354332.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Entering Unmasked Estep 
Score: -1979323.375000 Penalty: 1561.743042
	Iteration 0F: 2 clusters Score -1979323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1968938.000000 Penalty: 3123.486084
	Iteration 0F: 3 clusters Score -1968938 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1972561.375000 Penalty: 3123.486084
	Iteration 1F: 3 clusters Score -1972561 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1972783.125000 Penalty: 3123.486084
	Iteration 2Q: 3 clusters Score -1972783 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1972976.625000 Penalty: 3123.486084
	Iteration 3Q: 3 clusters Score -1972977 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1973122.875000 Penalty: 3123.486084
	Iteration 4Q: 3 clusters Score -1973123 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1973242.000000 Penalty: 3123.486084
	Iteration 5Q: 3 clusters Score -1973242 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1973342.625000 Penalty: 3123.486084
	Iteration 6Q: 3 clusters Score -1973343 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1973443.125000 Penalty: 3123.486084
	Iteration 7Q: 3 clusters Score -1973443 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1973572.250000 Penalty: 3123.486084
	Iteration 8Q: 3 clusters Score -1973572 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1973689.125000 Penalty: 3123.486084
	Iteration 9Q: 3 clusters Score -1973689 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1973844.000000 Penalty: 3123.486084
	Iteration 10Q: 3 clusters Score -1973844 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1974030.125000 Penalty: 3123.486084
	Iteration 11Q: 3 clusters Score -1974030 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1974238.750000 Penalty: 3123.486084
	Iteration 12Q: 3 clusters Score -1974239 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1974484.625000 Penalty: 3123.486084
	Iteration 13Q: 3 clusters Score -1974485 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1974727.500000 Penalty: 3123.486084
	Iteration 14Q: 3 clusters Score -1974728 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1974999.000000 Penalty: 3123.486084
	Iteration 15Q: 3 clusters Score -1974999 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1975298.625000 Penalty: 3123.486084
	Iteration 16Q: 3 clusters Score -1975299 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1975634.500000 Penalty: 3123.486084
	Iteration 17Q: 3 clusters Score -1975634 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1975965.750000 Penalty: 3123.486084
	Iteration 18Q: 3 clusters Score -1975966 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1976271.500000 Penalty: 3123.486084
	Iteration 19Q: 3 clusters Score -1976272 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1976552.125000 Penalty: 3123.486084
	Iteration 20F: 3 clusters Score -1976552 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1976759.500000 Penalty: 3123.486084
	Iteration 21Q: 3 clusters Score -1976760 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1976891.125000 Penalty: 3123.486084
	Iteration 22Q: 3 clusters Score -1976891 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1977004.625000 Penalty: 3123.486084
	Iteration 23Q: 3 clusters Score -1977005 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1977104.875000 Penalty: 3123.486084
	Iteration 24Q: 3 clusters Score -1977105 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1977207.750000 Penalty: 3123.486084
	Iteration 25Q: 3 clusters Score -1977208 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1977288.750000 Penalty: 3123.486084
	Iteration 26Q: 3 clusters Score -1977289 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1977377.500000 Penalty: 3123.486084
	Iteration 27Q: 3 clusters Score -1977378 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1977446.000000 Penalty: 3123.486084
	Iteration 28Q: 3 clusters Score -1977446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1977505.625000 Penalty: 3123.486084
	Iteration 29Q: 3 clusters Score -1977506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1977551.875000 Penalty: 3123.486084
	Iteration 30Q: 3 clusters Score -1977552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1977598.750000 Penalty: 3123.486084
	Iteration 31Q: 3 clusters Score -1977599 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1977641.500000 Penalty: 3123.486084
	Iteration 32Q: 3 clusters Score -1977642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1977692.375000 Penalty: 3123.486084
	Iteration 33Q: 3 clusters Score -1977692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1977726.125000 Penalty: 3123.486084
	Iteration 34Q: 3 clusters Score -1977726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1977756.000000 Penalty: 3123.486084
	Iteration 35Q: 3 clusters Score -1977756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1977792.750000 Penalty: 3123.486084
	Iteration 36Q: 3 clusters Score -1977793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1977810.500000 Penalty: 3123.486084
	Iteration 37Q: 3 clusters Score -1977810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1977819.625000 Penalty: 3123.486084
	Iteration 38Q: 3 clusters Score -1977820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1977823.500000 Penalty: 3123.486084
	Iteration 39Q: 3 clusters Score -1977824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1977831.500000 Penalty: 3123.486084
	Iteration 40F: 3 clusters Score -1977832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1977836.250000 Penalty: 3123.486084
	Iteration 41Q: 3 clusters Score -1977836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1977841.250000 Penalty: 3123.486084
	Iteration 42Q: 3 clusters Score -1977841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1977849.875000 Penalty: 3123.486084
	Iteration 43Q: 3 clusters Score -1977850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1977850.250000 Penalty: 3123.486084
	Iteration 44Q: 3 clusters Score -1977850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1977856.000000 Penalty: 3123.486084
	Iteration 45Q: 3 clusters Score -1977856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1977858.625000 Penalty: 3123.486084
	Iteration 46Q: 3 clusters Score -1977859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1977868.250000 Penalty: 3123.486084
	Iteration 47Q: 3 clusters Score -1977868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1977882.000000 Penalty: 3123.486084
	Iteration 48Q: 3 clusters Score -1977882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1977890.250000 Penalty: 3123.486084
	Iteration 49Q: 3 clusters Score -1977890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1977901.750000 Penalty: 3123.486084
	Iteration 50Q: 3 clusters Score -1977902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1977912.500000 Penalty: 3123.486084
	Iteration 51Q: 3 clusters Score -1977912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1977921.750000 Penalty: 3123.486084
	Iteration 52Q: 3 clusters Score -1977922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1977925.500000 Penalty: 3123.486084
	Iteration 53Q: 3 clusters Score -1977926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1977933.375000 Penalty: 3123.486084
	Iteration 54Q: 3 clusters Score -1977933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1977941.250000 Penalty: 3123.486084
	Iteration 55Q: 3 clusters Score -1977941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1977948.875000 Penalty: 3123.486084
	Iteration 56Q: 3 clusters Score -1977949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1977951.500000 Penalty: 3123.486084
	Iteration 57Q: 3 clusters Score -1977952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1977956.125000 Penalty: 3123.486084
	Iteration 58Q: 3 clusters Score -1977956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1977956.375000 Penalty: 3123.486084
	Iteration 59Q: 3 clusters Score -1977956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1977959.750000 Penalty: 3123.486084
	Iteration 60F: 3 clusters Score -1977960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1977963.375000 Penalty: 3123.486084
	Iteration 61Q: 3 clusters Score -1977963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1977967.250000 Penalty: 3123.486084
	Iteration 62Q: 3 clusters Score -1977967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1977968.875000 Penalty: 3123.486084
	Iteration 63Q: 3 clusters Score -1977969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1977974.250000 Penalty: 3123.486084
	Iteration 64Q: 3 clusters Score -1977974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1977975.250000 Penalty: 3123.486084
	Iteration 65Q: 3 clusters Score -1977975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1977977.000000 Penalty: 3123.486084
	Iteration 66Q: 3 clusters Score -1977977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1977977.000000 Penalty: 3123.486084
	Iteration 67F: 3 clusters Score -1977977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Entering Unmasked Estep 
Score: -828426.187500 Penalty: 1428.443481
	Iteration 0F: 2 clusters Score -828426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -823426.812500 Penalty: 2856.886963
	Iteration 0F: 3 clusters Score -823426.8 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -824882.875000 Penalty: 2856.886963
	Iteration 1F: 3 clusters Score -824882.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -825063.875000 Penalty: 2856.886963
	Iteration 2F: 3 clusters Score -825063.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -825180.812500 Penalty: 2856.886963
	Iteration 3Q: 3 clusters Score -825180.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -825283.187500 Penalty: 2856.886963
	Iteration 4Q: 3 clusters Score -825283.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -825383.625000 Penalty: 2856.886963
	Iteration 5Q: 3 clusters Score -825383.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -825466.562500 Penalty: 2856.886963
	Iteration 6Q: 3 clusters Score -825466.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -825552.000000 Penalty: 2856.886963
	Iteration 7Q: 3 clusters Score -825552 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -825631.312500 Penalty: 2856.886963
	Iteration 8Q: 3 clusters Score -825631.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -825722.875000 Penalty: 2856.886963
	Iteration 9Q: 3 clusters Score -825722.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -825818.062500 Penalty: 2856.886963
	Iteration 10Q: 3 clusters Score -825818.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -825918.375000 Penalty: 2856.886963
	Iteration 11Q: 3 clusters Score -825918.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -826044.125000 Penalty: 2856.886963
	Iteration 12Q: 3 clusters Score -826044.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -826201.125000 Penalty: 2856.886963
	Iteration 13Q: 3 clusters Score -826201.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -826355.875000 Penalty: 2856.886963
	Iteration 14Q: 3 clusters Score -826355.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -826526.125000 Penalty: 2856.886963
	Iteration 15Q: 3 clusters Score -826526.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -826684.062500 Penalty: 2856.886963
	Iteration 16Q: 3 clusters Score -826684.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -826814.187500 Penalty: 2856.886963
	Iteration 17Q: 3 clusters Score -826814.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -826919.250000 Penalty: 2856.886963
	Iteration 18Q: 3 clusters Score -826919.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -827011.000000 Penalty: 2856.886963
	Iteration 19Q: 3 clusters Score -827011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -827072.750000 Penalty: 2856.886963
	Iteration 20F: 3 clusters Score -827072.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -827106.125000 Penalty: 2856.886963
	Iteration 21Q: 3 clusters Score -827106.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -827124.687500 Penalty: 2856.886963
	Iteration 22Q: 3 clusters Score -827124.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -827140.687500 Penalty: 2856.886963
	Iteration 23Q: 3 clusters Score -827140.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -827153.562500 Penalty: 2856.886963
	Iteration 24Q: 3 clusters Score -827153.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -827167.750000 Penalty: 2856.886963
	Iteration 25Q: 3 clusters Score -827167.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -827179.750000 Penalty: 2856.886963
	Iteration 26Q: 3 clusters Score -827179.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -827186.250000 Penalty: 2856.886963
	Iteration 27Q: 3 clusters Score -827186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -827190.437500 Penalty: 2856.886963
	Iteration 28Q: 3 clusters Score -827190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -827192.937500 Penalty: 2856.886963
	Iteration 29Q: 3 clusters Score -827192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -827198.812500 Penalty: 2856.886963
	Iteration 30Q: 3 clusters Score -827198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -827200.500000 Penalty: 2856.886963
	Iteration 31Q: 3 clusters Score -827200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -827203.312500 Penalty: 2856.886963
	Iteration 32Q: 3 clusters Score -827203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -827204.500000 Penalty: 2856.886963
	Iteration 33Q: 3 clusters Score -827204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -827204.500000 Penalty: 2856.886963
	Iteration 34F: 3 clusters Score -827204.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Entering Unmasked Estep 
Score: -1833326.625000 Penalty: 1549.782471
	Iteration 0F: 2 clusters Score -1833327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1823664.500000 Penalty: 3099.564941
	Iteration 0F: 3 clusters Score -1823664 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1826891.625000 Penalty: 3099.564941
	Iteration 1F: 3 clusters Score -1826892 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1827138.375000 Penalty: 3099.564941
	Iteration 2F: 3 clusters Score -1827138 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1827347.125000 Penalty: 3099.564941
	Iteration 3Q: 3 clusters Score -1827347 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1827558.000000 Penalty: 3099.564941
	Iteration 4Q: 3 clusters Score -1827558 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1827809.875000 Penalty: 3099.564941
	Iteration 5Q: 3 clusters Score -1827810 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1828185.750000 Penalty: 3099.564941
	Iteration 6Q: 3 clusters Score -1828186 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1828727.000000 Penalty: 3099.564941
	Iteration 7F: 3 clusters Score -1828727 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1829426.125000 Penalty: 3099.564941
	Iteration 8F: 3 clusters Score -1829426 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1830238.125000 Penalty: 3099.564941
	Iteration 9F: 3 clusters Score -1830238 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1830984.875000 Penalty: 3099.564941
	Iteration 10F: 3 clusters Score -1830985 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1831463.375000 Penalty: 3099.564941
	Iteration 11Q: 3 clusters Score -1831463 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1831708.375000 Penalty: 3099.564941
	Iteration 12Q: 3 clusters Score -1831708 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1831821.500000 Penalty: 3099.564941
	Iteration 13Q: 3 clusters Score -1831822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1831885.125000 Penalty: 3099.564941
	Iteration 14Q: 3 clusters Score -1831885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1831919.000000 Penalty: 3099.564941
	Iteration 15Q: 3 clusters Score -1831919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1831945.375000 Penalty: 3099.564941
	Iteration 16Q: 3 clusters Score -1831945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1831962.625000 Penalty: 3099.564941
	Iteration 17Q: 3 clusters Score -1831963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1831975.000000 Penalty: 3099.564941
	Iteration 18Q: 3 clusters Score -1831975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1831980.500000 Penalty: 3099.564941
	Iteration 19Q: 3 clusters Score -1831980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1831993.875000 Penalty: 3099.564941
	Iteration 20F: 3 clusters Score -1831994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1832007.375000 Penalty: 3099.564941
	Iteration 21Q: 3 clusters Score -1832007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1832025.750000 Penalty: 3099.564941
	Iteration 22Q: 3 clusters Score -1832026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1832031.500000 Penalty: 3099.564941
	Iteration 23Q: 3 clusters Score -1832032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1832035.125000 Penalty: 3099.564941
	Iteration 24Q: 3 clusters Score -1832035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1832035.125000 Penalty: 3099.564941
	Iteration 25F: 3 clusters Score -1832035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11744 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 16001 members 
Mstep: Class 6 contains 20158 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 62337 members 
Mstep: Class 9 contains 2129 members 
Mstep: Class 10 contains 12854 members 
Mstep: Class 11 contains 77604 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 52724 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35574 members 
Mstep: Class 16 contains 12280 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62209 members 
Mstep: Class 19 contains 2720 members 
Mstep: Class 20 contains 14924 members 
Mstep: Class 21 contains 6571 members 
Mstep: Class 22 contains 13865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939428.000000 Penalty: 46280.550781
Iteration 79Q: 23 clusters Score -5.393943e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11749 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 15997 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 62332 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 77281 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 52779 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35552 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62563 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 14950 members 
Mstep: Class 21 contains 6579 members 
Mstep: Class 22 contains 13859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939556.000000 Penalty: 46280.550781
Iteration 80F: 23 clusters Score -5.393956e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15993 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 62333 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 12844 members 
Mstep: Class 11 contains 77004 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 13 contains 52818 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35523 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62859 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 14984 members 
Mstep: Class 21 contains 6582 members 
Mstep: Class 22 contains 13871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939584.000000 Penalty: 46280.550781
Iteration 81Q: 23 clusters Score -5.393958e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15990 members 
Mstep: Class 6 contains 20160 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 62330 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 12837 members 
Mstep: Class 11 contains 76776 members 
Mstep: Class 12 contains 1889 members 
Mstep: Class 13 contains 52866 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 35497 members 
Mstep: Class 16 contains 12272 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63104 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 15006 members 
Mstep: Class 21 contains 6579 members 
Mstep: Class 22 contains 13879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939648.000000 Penalty: 46280.550781
Iteration 82Q: 23 clusters Score -5.393965e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15991 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7271 members 
Mstep: Class 8 contains 62319 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 11 contains 76573 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 52915 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 35482 members 
Mstep: Class 16 contains 12267 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63321 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 15028 members 
Mstep: Class 21 contains 6584 members 
Mstep: Class 22 contains 13870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939776.000000 Penalty: 46280.550781
Iteration 83Q: 23 clusters Score -5.393978e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15989 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 62313 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 76409 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 52947 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35466 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63486 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 15052 members 
Mstep: Class 21 contains 6586 members 
Mstep: Class 22 contains 13865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939964.000000 Penalty: 46280.550781
Iteration 84Q: 23 clusters Score -5.393996e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15989 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 62307 members 
Mstep: Class 9 contains 1992 members 
Mstep: Class 10 contains 12821 members 
Mstep: Class 11 contains 76270 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 52974 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35448 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63640 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 15070 members 
Mstep: Class 21 contains 6585 members 
Mstep: Class 22 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940052.000000 Penalty: 46280.550781
Iteration 85Q: 23 clusters Score -5.394005e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15989 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 7268 members 
Mstep: Class 8 contains 62302 members 
Mstep: Class 9 contains 1979 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 76174 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 52995 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35429 members 
Mstep: Class 16 contains 12272 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63728 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 20 contains 15099 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 13857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940344.000000 Penalty: 46280.550781
Iteration 86Q: 23 clusters Score -5.394034e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11760 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15989 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 7268 members 
Mstep: Class 8 contains 62295 members 
Mstep: Class 9 contains 1969 members 
Mstep: Class 10 contains 12819 members 
Mstep: Class 11 contains 76128 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 53015 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35418 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63769 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 20 contains 15124 members 
Mstep: Class 21 contains 6597 members 
Mstep: Class 22 contains 13847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940488.000000 Penalty: 46280.550781
Iteration 87Q: 23 clusters Score -5.394049e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15986 members 
Mstep: Class 6 contains 20160 members 
Mstep: Class 7 contains 7268 members 
Mstep: Class 8 contains 62290 members 
Mstep: Class 9 contains 1965 members 
Mstep: Class 10 contains 12818 members 
Mstep: Class 11 contains 76122 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 53030 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35413 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63774 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 15147 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940528.000000 Penalty: 46280.550781
Iteration 88Q: 23 clusters Score -5.394053e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15986 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62286 members 
Mstep: Class 9 contains 1962 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 76137 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 53037 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35412 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63769 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 15167 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 13821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940540.000000 Penalty: 46280.550781
Iteration 89Q: 23 clusters Score -5.394054e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 15986 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62288 members 
Mstep: Class 9 contains 1951 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 76140 members 
Mstep: Class 12 contains 1914 members 
Mstep: Class 13 contains 53052 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35408 members 
Mstep: Class 16 contains 12274 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63761 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 15196 members 
Mstep: Class 21 contains 6608 members 
Mstep: Class 22 contains 13810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940672.000000 Penalty: 46280.550781
Iteration 90Q: 23 clusters Score -5.394067e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 20160 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62290 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 76127 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 53060 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35400 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63738 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 15234 members 
Mstep: Class 21 contains 6613 members 
Mstep: Class 22 contains 13813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940808.000000 Penalty: 46280.550781
Iteration 91Q: 23 clusters Score -5.394081e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 20160 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62287 members 
Mstep: Class 9 contains 1945 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 11 contains 76138 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 53065 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35393 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63713 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 15260 members 
Mstep: Class 21 contains 6616 members 
Mstep: Class 22 contains 13811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940764.000000 Penalty: 46280.550781
Iteration 92Q: 23 clusters Score -5.394076e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 20160 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62284 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 12832 members 
Mstep: Class 11 contains 76132 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 53070 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35388 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63683 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 15297 members 
Mstep: Class 21 contains 6624 members 
Mstep: Class 22 contains 13813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940792.000000 Penalty: 46280.550781
Iteration 93Q: 23 clusters Score -5.394079e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 20163 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62283 members 
Mstep: Class 9 contains 1937 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 11 contains 76162 members 
Mstep: Class 12 contains 1923 members 
Mstep: Class 13 contains 53074 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35383 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63636 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 15322 members 
Mstep: Class 21 contains 6630 members 
Mstep: Class 22 contains 13817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940848.000000 Penalty: 46280.550781
Iteration 94Q: 23 clusters Score -5.394085e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15984 members 
Mstep: Class 6 contains 20163 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62282 members 
Mstep: Class 9 contains 1934 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 76219 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 53077 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35381 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63568 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 15339 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 22 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940804.000000 Penalty: 46280.550781
Iteration 95Q: 23 clusters Score -5.39408e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 15982 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62285 members 
Mstep: Class 9 contains 1929 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 76252 members 
Mstep: Class 12 contains 1923 members 
Mstep: Class 13 contains 53083 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35380 members 
Mstep: Class 16 contains 12270 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63514 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 15367 members 
Mstep: Class 21 contains 6639 members 
Mstep: Class 22 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940872.000000 Penalty: 46280.550781
Iteration 96Q: 23 clusters Score -5.394087e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15982 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7263 members 
Mstep: Class 8 contains 62285 members 
Mstep: Class 9 contains 1923 members 
Mstep: Class 10 contains 12837 members 
Mstep: Class 11 contains 76274 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 53087 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35377 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63467 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 15385 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 13821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940844.000000 Penalty: 46280.550781
Iteration 97Q: 23 clusters Score -5.394084e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15982 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7262 members 
Mstep: Class 8 contains 62282 members 
Mstep: Class 9 contains 1920 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 76289 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 53093 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35377 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63438 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 20 contains 15399 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 13820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940820.000000 Penalty: 46280.550781
Iteration 98Q: 23 clusters Score -5.394082e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15982 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7262 members 
Mstep: Class 8 contains 62280 members 
Mstep: Class 9 contains 1912 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 76293 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 53102 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35376 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63412 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 15419 members 
Mstep: Class 21 contains 6646 members 
Mstep: Class 22 contains 13820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940860.000000 Penalty: 46280.550781
Iteration 99Q: 23 clusters Score -5.394086e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15983 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7263 members 
Mstep: Class 8 contains 62279 members 
Mstep: Class 9 contains 1905 members 
Mstep: Class 10 contains 12841 members 
Mstep: Class 11 contains 76293 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 53108 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35373 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63395 members 
Mstep: Class 19 contains 2421 members 
Mstep: Class 20 contains 15434 members 
Mstep: Class 21 contains 6649 members 
Mstep: Class 22 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940908.000000 Penalty: 46280.550781
Iteration 100F: 23 clusters Score -5.394091e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15984 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62280 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 76298 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 53110 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35372 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63369 members 
Mstep: Class 19 contains 2417 members 
Mstep: Class 20 contains 15454 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 13819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940988.000000 Penalty: 46280.550781
Iteration 101Q: 23 clusters Score -5.394099e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62281 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 76303 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 53115 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35369 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63349 members 
Mstep: Class 19 contains 2415 members 
Mstep: Class 20 contains 15470 members 
Mstep: Class 21 contains 6651 members 
Mstep: Class 22 contains 13820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941004.000000 Penalty: 46280.550781
Iteration 102Q: 23 clusters Score -5.3941e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62282 members 
Mstep: Class 9 contains 1888 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 76310 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 53123 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35362 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63330 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 15481 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 13823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940940.000000 Penalty: 46280.550781
Iteration 103Q: 23 clusters Score -5.394094e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62282 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 12848 members 
Mstep: Class 11 contains 76310 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 53128 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35356 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63320 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 15490 members 
Mstep: Class 21 contains 6653 members 
Mstep: Class 22 contains 13825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941004.000000 Penalty: 46280.550781
Iteration 104Q: 23 clusters Score -5.3941e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15986 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62282 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 12847 members 
Mstep: Class 11 contains 76321 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 53133 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35351 members 
Mstep: Class 16 contains 12270 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63302 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 15500 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 13828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940960.000000 Penalty: 46280.550781
Iteration 105Q: 23 clusters Score -5.394096e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15986 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62282 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 12850 members 
Mstep: Class 11 contains 76330 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 53138 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35350 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63287 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 15509 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 13828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940948.000000 Penalty: 46280.550781
Iteration 106Q: 23 clusters Score -5.394095e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62280 members 
Mstep: Class 9 contains 1865 members 
Mstep: Class 10 contains 12854 members 
Mstep: Class 11 contains 76345 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 53150 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35348 members 
Mstep: Class 16 contains 12266 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63264 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 15513 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 13829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940952.000000 Penalty: 46280.550781
Iteration 107Q: 23 clusters Score -5.394095e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15984 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62280 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 12855 members 
Mstep: Class 11 contains 76359 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 53155 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 35348 members 
Mstep: Class 16 contains 12264 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63244 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 15517 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 13829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940972.000000 Penalty: 46280.550781
Iteration 108Q: 23 clusters Score -5.394097e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15984 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 76364 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 53157 members 
Mstep: Class 14 contains 1642 members 
Mstep: Class 15 contains 35349 members 
Mstep: Class 16 contains 12262 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63229 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 15523 members 
Mstep: Class 21 contains 6653 members 
Mstep: Class 22 contains 13831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940980.000000 Penalty: 46280.550781
Iteration 109Q: 23 clusters Score -5.394098e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62276 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 12858 members 
Mstep: Class 11 contains 76377 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 53160 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35350 members 
Mstep: Class 16 contains 12262 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63209 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 15526 members 
Mstep: Class 21 contains 6653 members 
Mstep: Class 22 contains 13830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941008.000000 Penalty: 46280.550781
Iteration 110Q: 23 clusters Score -5.394101e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15986 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62276 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 12859 members 
Mstep: Class 11 contains 76386 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 53163 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35352 members 
Mstep: Class 16 contains 12262 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63194 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 15528 members 
Mstep: Class 21 contains 6655 members 
Mstep: Class 22 contains 13830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940916.000000 Penalty: 46280.550781
Iteration 111Q: 23 clusters Score -5.394092e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15989 members 
Mstep: Class 6 contains 20163 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 12858 members 
Mstep: Class 11 contains 76386 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 53163 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35351 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63178 members 
Mstep: Class 19 contains 2401 members 
Mstep: Class 20 contains 15542 members 
Mstep: Class 21 contains 6658 members 
Mstep: Class 22 contains 13829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940956.000000 Penalty: 46280.550781
Iteration 112Q: 23 clusters Score -5.394096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15989 members 
Mstep: Class 6 contains 20163 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12859 members 
Mstep: Class 11 contains 76386 members 
Mstep: Class 12 contains 1961 members 
Mstep: Class 13 contains 53166 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35350 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63166 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 15554 members 
Mstep: Class 21 contains 6657 members 
Mstep: Class 22 contains 13829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940984.000000 Penalty: 46280.550781
Iteration 113Q: 23 clusters Score -5.394098e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12859 members 
Mstep: Class 11 contains 76391 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 53166 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35350 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63153 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 15559 members 
Mstep: Class 21 contains 6657 members 
Mstep: Class 22 contains 13830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940984.000000 Penalty: 46280.550781
Iteration 114Q: 23 clusters Score -5.394098e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12858 members 
Mstep: Class 11 contains 76387 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35349 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63143 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 15567 members 
Mstep: Class 21 contains 6660 members 
Mstep: Class 22 contains 13831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941012.000000 Penalty: 46280.550781
Iteration 115Q: 23 clusters Score -5.394101e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76391 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35348 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63123 members 
Mstep: Class 19 contains 2398 members 
Mstep: Class 20 contains 15582 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941020.000000 Penalty: 46280.550781
Iteration 116Q: 23 clusters Score -5.394102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76390 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35347 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63107 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 15596 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941012.000000 Penalty: 46280.550781
Iteration 117Q: 23 clusters Score -5.394101e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76399 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35347 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63092 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 15599 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941000.000000 Penalty: 46280.550781
Iteration 118Q: 23 clusters Score -5.3941e+07 nChanged 27
Entering ConstructFrom: 
Score: -53941000.000000 Penalty: 46280.550781
Entering ConstructFrom: 
Trying to split cluster 1 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -302874.343750 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -302874.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -300421.406250 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -300421.4 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -301187.125000 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -301187.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -301434.062500 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -301434.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -301629.093750 Penalty: 2552.042725
	Iteration 3F: 3 clusters Score -301629.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -301805.468750 Penalty: 2552.042725
	Iteration 4F: 3 clusters Score -301805.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -301937.312500 Penalty: 2552.042725
	Iteration 5F: 3 clusters Score -301937.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -302047.343750 Penalty: 2552.042725
	Iteration 6Q: 3 clusters Score -302047.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -302115.156250 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -302115.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -302158.781250 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -302158.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -302199.593750 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -302199.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -302229.906250 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -302229.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -302256.281250 Penalty: 2552.042725
	Iteration 11Q: 3 clusters Score -302256.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -302278.562500 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -302278.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -302292.937500 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -302292.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -302299.937500 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -302299.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -302307.875000 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -302307.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -302314.937500 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -302314.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -302322.312500 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -302322.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -302327.500000 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -302327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -302330.656250 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -302330.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -302332.781250 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -302332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -302333.375000 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -302333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -302334.687500 Penalty: 2552.042725
	Iteration 22Q: 3 clusters Score -302334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -302339.343750 Penalty: 2552.042725
	Iteration 23Q: 3 clusters Score -302339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -302343.937500 Penalty: 2552.042725
	Iteration 24Q: 3 clusters Score -302343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -302348.125000 Penalty: 2552.042725
	Iteration 25Q: 3 clusters Score -302348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -302350.531250 Penalty: 2552.042725
	Iteration 26Q: 3 clusters Score -302350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -302350.843750 Penalty: 2552.042725
	Iteration 27Q: 3 clusters Score -302350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -302352.375000 Penalty: 2552.042725
	Iteration 28Q: 3 clusters Score -302352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -302353.375000 Penalty: 2552.042725
	Iteration 29Q: 3 clusters Score -302353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -302355.531250 Penalty: 2552.042725
	Iteration 30Q: 3 clusters Score -302355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -302355.968750 Penalty: 2552.042725
	Iteration 31Q: 3 clusters Score -302356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -302356.531250 Penalty: 2552.042725
	Iteration 32Q: 3 clusters Score -302356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -302357.125000 Penalty: 2552.042725
	Iteration 33Q: 3 clusters Score -302357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -302357.968750 Penalty: 2552.042725
	Iteration 34Q: 3 clusters Score -302358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -302358.718750 Penalty: 2552.042725
	Iteration 35Q: 3 clusters Score -302358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -302358.718750 Penalty: 2552.042725
	Iteration 36F: 3 clusters Score -302358.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Entering Unmasked Estep 
Score: -1477793.375000 Penalty: 1523.066040
	Iteration 0F: 2 clusters Score -1477793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1469405.000000 Penalty: 3046.132080
	Iteration 0F: 3 clusters Score -1469405 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1472201.750000 Penalty: 3046.132080
	Iteration 1F: 3 clusters Score -1472202 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1472467.875000 Penalty: 3046.132080
	Iteration 2F: 3 clusters Score -1472468 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1472697.500000 Penalty: 3046.132080
	Iteration 3Q: 3 clusters Score -1472698 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1472889.250000 Penalty: 3046.132080
	Iteration 4Q: 3 clusters Score -1472889 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1473061.125000 Penalty: 3046.132080
	Iteration 5Q: 3 clusters Score -1473061 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1473239.750000 Penalty: 3046.132080
	Iteration 6Q: 3 clusters Score -1473240 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1473436.125000 Penalty: 3046.132080
	Iteration 7Q: 3 clusters Score -1473436 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1473678.500000 Penalty: 3046.132080
	Iteration 8Q: 3 clusters Score -1473678 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1473977.750000 Penalty: 3046.132080
	Iteration 9Q: 3 clusters Score -1473978 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1474333.625000 Penalty: 3046.132080
	Iteration 10Q: 3 clusters Score -1474334 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1474700.125000 Penalty: 3046.132080
	Iteration 11Q: 3 clusters Score -1474700 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1475046.500000 Penalty: 3046.132080
	Iteration 12Q: 3 clusters Score -1475046 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1475394.500000 Penalty: 3046.132080
	Iteration 13Q: 3 clusters Score -1475394 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1475695.250000 Penalty: 3046.132080
	Iteration 14Q: 3 clusters Score -1475695 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1475897.625000 Penalty: 3046.132080
	Iteration 15Q: 3 clusters Score -1475898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1476049.000000 Penalty: 3046.132080
	Iteration 16Q: 3 clusters Score -1476049 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1476143.750000 Penalty: 3046.132080
	Iteration 17Q: 3 clusters Score -1476144 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1476225.625000 Penalty: 3046.132080
	Iteration 18Q: 3 clusters Score -1476226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1476289.000000 Penalty: 3046.132080
	Iteration 19Q: 3 clusters Score -1476289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1476334.875000 Penalty: 3046.132080
	Iteration 20F: 3 clusters Score -1476335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1476370.125000 Penalty: 3046.132080
	Iteration 21Q: 3 clusters Score -1476370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1476398.125000 Penalty: 3046.132080
	Iteration 22Q: 3 clusters Score -1476398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1476419.250000 Penalty: 3046.132080
	Iteration 23Q: 3 clusters Score -1476419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1476438.875000 Penalty: 3046.132080
	Iteration 24Q: 3 clusters Score -1476439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1476453.625000 Penalty: 3046.132080
	Iteration 25Q: 3 clusters Score -1476454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1476468.125000 Penalty: 3046.132080
	Iteration 26Q: 3 clusters Score -1476468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1476481.000000 Penalty: 3046.132080
	Iteration 27Q: 3 clusters Score -1476481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1476495.750000 Penalty: 3046.132080
	Iteration 28Q: 3 clusters Score -1476496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1476499.500000 Penalty: 3046.132080
	Iteration 29Q: 3 clusters Score -1476500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1476503.875000 Penalty: 3046.132080
	Iteration 30Q: 3 clusters Score -1476504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1476504.125000 Penalty: 3046.132080
	Iteration 31Q: 3 clusters Score -1476504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1476509.750000 Penalty: 3046.132080
	Iteration 32Q: 3 clusters Score -1476510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1476513.375000 Penalty: 3046.132080
	Iteration 33Q: 3 clusters Score -1476513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1476520.000000 Penalty: 3046.132080
	Iteration 34Q: 3 clusters Score -1476520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1476519.375000 Penalty: 3046.132080
	Iteration 35Q: 3 clusters Score -1476519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1476522.625000 Penalty: 3046.132080
	Iteration 36Q: 3 clusters Score -1476523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1476523.500000 Penalty: 3046.132080
	Iteration 37Q: 3 clusters Score -1476524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1476525.750000 Penalty: 3046.132080
	Iteration 38Q: 3 clusters Score -1476526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1476528.625000 Penalty: 3046.132080
	Iteration 39Q: 3 clusters Score -1476529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1476528.250000 Penalty: 3046.132080
	Iteration 40F: 3 clusters Score -1476528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1476529.750000 Penalty: 3046.132080
	Iteration 41Q: 3 clusters Score -1476530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1476532.875000 Penalty: 3046.132080
	Iteration 42Q: 3 clusters Score -1476533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1476536.000000 Penalty: 3046.132080
	Iteration 43Q: 3 clusters Score -1476536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1476536.000000 Penalty: 3046.132080
	Iteration 44F: 3 clusters Score -1476536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -30111.142578 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -30111.14 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 172 members 
Entering Unmasked Estep 
Score: -29366.726562 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -29366.73 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29516.527344 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -29516.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29599.494141 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -29599.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29633.416016 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -29633.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29681.873047 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -29681.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29712.654297 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -29712.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29776.617188 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -29776.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29801.755859 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -29801.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29816.115234 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -29816.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29829.226562 Penalty: 1868.552734
	Iteration 9Q: 3 clusters Score -29829.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -29852.808594 Penalty: 1868.552734
	Iteration 10Q: 3 clusters Score -29852.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -29857.513672 Penalty: 1868.552734
	Iteration 11Q: 3 clusters Score -29857.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -29858.591797 Penalty: 1868.552734
	Iteration 12Q: 3 clusters Score -29858.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29861.513672 Penalty: 1868.552734
	Iteration 13Q: 3 clusters Score -29861.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29861.513672 Penalty: 1868.552734
	Iteration 14F: 3 clusters Score -29861.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -133751.125000 Penalty: 1142.944824
	Iteration 0F: 2 clusters Score -133751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132207.937500 Penalty: 2285.889648
	Iteration 0F: 3 clusters Score -132207.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -132475.046875 Penalty: 2285.889648
	Iteration 1F: 3 clusters Score -132475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132588.640625 Penalty: 2285.889648
	Iteration 2F: 3 clusters Score -132588.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -132679.640625 Penalty: 2285.889648
	Iteration 3F: 3 clusters Score -132679.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -132763.140625 Penalty: 2285.889648
	Iteration 4F: 3 clusters Score -132763.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -132833.468750 Penalty: 2285.889648
	Iteration 5Q: 3 clusters Score -132833.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -132888.046875 Penalty: 2285.889648
	Iteration 6Q: 3 clusters Score -132888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -132926.359375 Penalty: 2285.889648
	Iteration 7Q: 3 clusters Score -132926.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -132959.468750 Penalty: 2285.889648
	Iteration 8Q: 3 clusters Score -132959.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133004.421875 Penalty: 2285.889648
	Iteration 9Q: 3 clusters Score -133004.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -133026.890625 Penalty: 2285.889648
	Iteration 10Q: 3 clusters Score -133026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -133042.468750 Penalty: 2285.889648
	Iteration 11Q: 3 clusters Score -133042.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133052.234375 Penalty: 2285.889648
	Iteration 12Q: 3 clusters Score -133052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -133054.859375 Penalty: 2285.889648
	Iteration 13Q: 3 clusters Score -133054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133058.921875 Penalty: 2285.889648
	Iteration 14Q: 3 clusters Score -133058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -133062.140625 Penalty: 2285.889648
	Iteration 15Q: 3 clusters Score -133062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -133062.140625 Penalty: 2285.889648
	Iteration 16F: 3 clusters Score -133062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Entering Unmasked Estep 
Score: -2114450.250000 Penalty: 1572.934082
	Iteration 0F: 2 clusters Score -2114450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2103593.000000 Penalty: 3145.868164
	Iteration 0F: 3 clusters Score -2103593 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2107276.250000 Penalty: 3145.868164
	Iteration 1F: 3 clusters Score -2107276 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2107572.750000 Penalty: 3145.868164
	Iteration 2Q: 3 clusters Score -2107573 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2107864.250000 Penalty: 3145.868164
	Iteration 3Q: 3 clusters Score -2107864 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2108150.250000 Penalty: 3145.868164
	Iteration 4Q: 3 clusters Score -2108150 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2108522.250000 Penalty: 3145.868164
	Iteration 5Q: 3 clusters Score -2108522 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2108995.250000 Penalty: 3145.868164
	Iteration 6F: 3 clusters Score -2108995 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2109620.250000 Penalty: 3145.868164
	Iteration 7F: 3 clusters Score -2109620 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2110320.500000 Penalty: 3145.868164
	Iteration 8F: 3 clusters Score -2110320 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2111012.750000 Penalty: 3145.868164
	Iteration 9F: 3 clusters Score -2111013 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2111632.250000 Penalty: 3145.868164
	Iteration 10Q: 3 clusters Score -2111632 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2112076.250000 Penalty: 3145.868164
	Iteration 11Q: 3 clusters Score -2112076 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2112383.750000 Penalty: 3145.868164
	Iteration 12Q: 3 clusters Score -2112384 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2112583.500000 Penalty: 3145.868164
	Iteration 13Q: 3 clusters Score -2112584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2112731.750000 Penalty: 3145.868164
	Iteration 14Q: 3 clusters Score -2112732 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2112841.250000 Penalty: 3145.868164
	Iteration 15Q: 3 clusters Score -2112841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2112894.250000 Penalty: 3145.868164
	Iteration 16Q: 3 clusters Score -2112894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2112942.500000 Penalty: 3145.868164
	Iteration 17Q: 3 clusters Score -2112942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2112972.000000 Penalty: 3145.868164
	Iteration 18Q: 3 clusters Score -2112972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2112994.500000 Penalty: 3145.868164
	Iteration 19Q: 3 clusters Score -2112994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2113020.250000 Penalty: 3145.868164
	Iteration 20F: 3 clusters Score -2113020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2113034.000000 Penalty: 3145.868164
	Iteration 21Q: 3 clusters Score -2113034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2113046.750000 Penalty: 3145.868164
	Iteration 22Q: 3 clusters Score -2113047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2113054.750000 Penalty: 3145.868164
	Iteration 23Q: 3 clusters Score -2113055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2113063.250000 Penalty: 3145.868164
	Iteration 24Q: 3 clusters Score -2113063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2113066.500000 Penalty: 3145.868164
	Iteration 25Q: 3 clusters Score -2113066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2113066.500000 Penalty: 3145.868164
	Iteration 26Q: 3 clusters Score -2113066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2113067.250000 Penalty: 3145.868164
	Iteration 27Q: 3 clusters Score -2113067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2113069.250000 Penalty: 3145.868164
	Iteration 28Q: 3 clusters Score -2113069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2113070.500000 Penalty: 3145.868164
	Iteration 29Q: 3 clusters Score -2113070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2113070.500000 Penalty: 3145.868164
	Iteration 30F: 3 clusters Score -2113070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Entering Unmasked Estep 
Score: -2667874.500000 Penalty: 1610.643799
	Iteration 0F: 2 clusters Score -2667874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2654089.250000 Penalty: 3221.287598
	Iteration 0F: 3 clusters Score -2654089 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2659048.500000 Penalty: 3221.287598
	Iteration 1F: 3 clusters Score -2659048 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2659406.750000 Penalty: 3221.287598
	Iteration 2Q: 3 clusters Score -2659407 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2659814.000000 Penalty: 3221.287598
	Iteration 3Q: 3 clusters Score -2659814 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2660409.250000 Penalty: 3221.287598
	Iteration 4F: 3 clusters Score -2660409 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2661217.000000 Penalty: 3221.287598
	Iteration 5F: 3 clusters Score -2661217 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2662382.000000 Penalty: 3221.287598
	Iteration 6F: 3 clusters Score -2662382 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2663702.250000 Penalty: 3221.287598
	Iteration 7F: 3 clusters Score -2663702 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2664972.500000 Penalty: 3221.287598
	Iteration 8F: 3 clusters Score -2664972 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2665751.500000 Penalty: 3221.287598
	Iteration 9Q: 3 clusters Score -2665752 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2666085.750000 Penalty: 3221.287598
	Iteration 10Q: 3 clusters Score -2666086 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2666256.500000 Penalty: 3221.287598
	Iteration 11Q: 3 clusters Score -2666256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2666341.250000 Penalty: 3221.287598
	Iteration 12Q: 3 clusters Score -2666341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2666378.250000 Penalty: 3221.287598
	Iteration 13Q: 3 clusters Score -2666378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2666388.750000 Penalty: 3221.287598
	Iteration 14Q: 3 clusters Score -2666389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2666399.750000 Penalty: 3221.287598
	Iteration 15Q: 3 clusters Score -2666400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2666412.750000 Penalty: 3221.287598
	Iteration 16Q: 3 clusters Score -2666413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2666422.500000 Penalty: 3221.287598
	Iteration 17Q: 3 clusters Score -2666422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2666430.000000 Penalty: 3221.287598
	Iteration 18Q: 3 clusters Score -2666430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2666438.500000 Penalty: 3221.287598
	Iteration 19Q: 3 clusters Score -2666438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2666444.250000 Penalty: 3221.287598
	Iteration 20F: 3 clusters Score -2666444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2666445.500000 Penalty: 3221.287598
	Iteration 21Q: 3 clusters Score -2666446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2666446.500000 Penalty: 3221.287598
	Iteration 22Q: 3 clusters Score -2666446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2666447.500000 Penalty: 3221.287598
	Iteration 23Q: 3 clusters Score -2666448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2666449.000000 Penalty: 3221.287598
	Iteration 24Q: 3 clusters Score -2666449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2666457.750000 Penalty: 3221.287598
	Iteration 25Q: 3 clusters Score -2666458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2666461.250000 Penalty: 3221.287598
	Iteration 26Q: 3 clusters Score -2666461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2666461.250000 Penalty: 3221.287598
	Iteration 27F: 3 clusters Score -2666461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -954943.187500 Penalty: 1444.758789
	Iteration 0F: 2 clusters Score -954943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -949452.937500 Penalty: 2889.517578
	Iteration 0F: 3 clusters Score -949452.9 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -951114.625000 Penalty: 2889.517578
	Iteration 1F: 3 clusters Score -951114.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -951283.312500 Penalty: 2889.517578
	Iteration 2F: 3 clusters Score -951283.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -951390.062500 Penalty: 2889.517578
	Iteration 3Q: 3 clusters Score -951390.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -951486.437500 Penalty: 2889.517578
	Iteration 4Q: 3 clusters Score -951486.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -951594.562500 Penalty: 2889.517578
	Iteration 5Q: 3 clusters Score -951594.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -951692.187500 Penalty: 2889.517578
	Iteration 6Q: 3 clusters Score -951692.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -951791.687500 Penalty: 2889.517578
	Iteration 7Q: 3 clusters Score -951791.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -951895.125000 Penalty: 2889.517578
	Iteration 8Q: 3 clusters Score -951895.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -952001.750000 Penalty: 2889.517578
	Iteration 9Q: 3 clusters Score -952001.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -952114.687500 Penalty: 2889.517578
	Iteration 10Q: 3 clusters Score -952114.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -952224.312500 Penalty: 2889.517578
	Iteration 11Q: 3 clusters Score -952224.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -952348.500000 Penalty: 2889.517578
	Iteration 12Q: 3 clusters Score -952348.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -952483.375000 Penalty: 2889.517578
	Iteration 13Q: 3 clusters Score -952483.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -952649.500000 Penalty: 2889.517578
	Iteration 14Q: 3 clusters Score -952649.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -952793.625000 Penalty: 2889.517578
	Iteration 15Q: 3 clusters Score -952793.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -952924.187500 Penalty: 2889.517578
	Iteration 16Q: 3 clusters Score -952924.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -953039.062500 Penalty: 2889.517578
	Iteration 17Q: 3 clusters Score -953039.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -953159.000000 Penalty: 2889.517578
	Iteration 18Q: 3 clusters Score -953159 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -953274.875000 Penalty: 2889.517578
	Iteration 19Q: 3 clusters Score -953274.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -953392.625000 Penalty: 2889.517578
	Iteration 20F: 3 clusters Score -953392.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -953494.750000 Penalty: 2889.517578
	Iteration 21Q: 3 clusters Score -953494.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -953556.562500 Penalty: 2889.517578
	Iteration 22Q: 3 clusters Score -953556.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -953594.875000 Penalty: 2889.517578
	Iteration 23Q: 3 clusters Score -953594.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -953627.562500 Penalty: 2889.517578
	Iteration 24Q: 3 clusters Score -953627.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -953649.625000 Penalty: 2889.517578
	Iteration 25Q: 3 clusters Score -953649.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -953663.437500 Penalty: 2889.517578
	Iteration 26Q: 3 clusters Score -953663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -953676.562500 Penalty: 2889.517578
	Iteration 27Q: 3 clusters Score -953676.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -953685.187500 Penalty: 2889.517578
	Iteration 28Q: 3 clusters Score -953685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -953690.500000 Penalty: 2889.517578
	Iteration 29Q: 3 clusters Score -953690.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -953700.562500 Penalty: 2889.517578
	Iteration 30Q: 3 clusters Score -953700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -953709.187500 Penalty: 2889.517578
	Iteration 31Q: 3 clusters Score -953709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -953713.875000 Penalty: 2889.517578
	Iteration 32Q: 3 clusters Score -953713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -953715.687500 Penalty: 2889.517578
	Iteration 33Q: 3 clusters Score -953715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -953717.750000 Penalty: 2889.517578
	Iteration 34Q: 3 clusters Score -953717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -953721.875000 Penalty: 2889.517578
	Iteration 35Q: 3 clusters Score -953721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -953725.062500 Penalty: 2889.517578
	Iteration 36Q: 3 clusters Score -953725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -953727.687500 Penalty: 2889.517578
	Iteration 37Q: 3 clusters Score -953727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -953730.812500 Penalty: 2889.517578
	Iteration 38Q: 3 clusters Score -953730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -953732.812500 Penalty: 2889.517578
	Iteration 39Q: 3 clusters Score -953732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -953738.375000 Penalty: 2889.517578
	Iteration 40F: 3 clusters Score -953738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -953742.437500 Penalty: 2889.517578
	Iteration 41Q: 3 clusters Score -953742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -953743.500000 Penalty: 2889.517578
	Iteration 42Q: 3 clusters Score -953743.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -953743.500000 Penalty: 2889.517578
	Iteration 43F: 3 clusters Score -953743.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Entering Unmasked Estep 
Score: -8221473.000000 Penalty: 1793.894043
	Iteration 0F: 2 clusters Score -8221473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -8180542.500000 Penalty: 3587.788086
	Iteration 0F: 3 clusters Score -8180542 nChanged 29375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -8197375.500000 Penalty: 3587.788086
	Iteration 1F: 3 clusters Score -8197376 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -8197945.500000 Penalty: 3587.788086
	Iteration 2Q: 3 clusters Score -8197946 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -8198581.500000 Penalty: 3587.788086
	Iteration 3Q: 3 clusters Score -8198582 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -8199353.500000 Penalty: 3587.788086
	Iteration 4Q: 3 clusters Score -8199354 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -8200352.000000 Penalty: 3587.788086
	Iteration 5Q: 3 clusters Score -8200352 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -8201606.000000 Penalty: 3587.788086
	Iteration 6Q: 3 clusters Score -8201606 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -8202895.500000 Penalty: 3587.788086
	Iteration 7F: 3 clusters Score -8202896 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -8204079.500000 Penalty: 3587.788086
	Iteration 8Q: 3 clusters Score -8204080 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -8205197.500000 Penalty: 3587.788086
	Iteration 9Q: 3 clusters Score -8205198 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -8206167.000000 Penalty: 3587.788086
	Iteration 10Q: 3 clusters Score -8206167 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -8206993.000000 Penalty: 3587.788086
	Iteration 11Q: 3 clusters Score -8206993 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -8207862.500000 Penalty: 3587.788086
	Iteration 12Q: 3 clusters Score -8207862 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -8208700.500000 Penalty: 3587.788086
	Iteration 13Q: 3 clusters Score -8208700 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -8209558.500000 Penalty: 3587.788086
	Iteration 14Q: 3 clusters Score -8209558 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -8210597.000000 Penalty: 3587.788086
	Iteration 15Q: 3 clusters Score -8210597 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -8211886.000000 Penalty: 3587.788086
	Iteration 16Q: 3 clusters Score -8211886 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -8213377.500000 Penalty: 3587.788086
	Iteration 17Q: 3 clusters Score -8213378 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -8215042.000000 Penalty: 3587.788086
	Iteration 18Q: 3 clusters Score -8215042 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -8216609.000000 Penalty: 3587.788086
	Iteration 19Q: 3 clusters Score -8216609 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -8218031.000000 Penalty: 3587.788086
	Iteration 20F: 3 clusters Score -8218031 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -8219056.000000 Penalty: 3587.788086
	Iteration 21Q: 3 clusters Score -8219056 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -8219572.000000 Penalty: 3587.788086
	Iteration 22Q: 3 clusters Score -8219572 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -8219812.000000 Penalty: 3587.788086
	Iteration 23Q: 3 clusters Score -8219812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8219891.000000 Penalty: 3587.788086
	Iteration 24Q: 3 clusters Score -8219891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -8219927.000000 Penalty: 3587.788086
	Iteration 25Q: 3 clusters Score -8219927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -8219947.500000 Penalty: 3587.788086
	Iteration 26Q: 3 clusters Score -8219948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -8219950.000000 Penalty: 3587.788086
	Iteration 27Q: 3 clusters Score -8219950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -8219954.500000 Penalty: 3587.788086
	Iteration 28Q: 3 clusters Score -8219954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -8219971.000000 Penalty: 3587.788086
	Iteration 29Q: 3 clusters Score -8219971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -8219979.500000 Penalty: 3587.788086
	Iteration 30Q: 3 clusters Score -8219980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -8219979.500000 Penalty: 3587.788086
	Iteration 31F: 3 clusters Score -8219980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -240522.125000 Penalty: 1221.861816
	Iteration 0F: 2 clusters Score -240522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -238501.046875 Penalty: 2443.723633
	Iteration 0F: 3 clusters Score -238501 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -238885.875000 Penalty: 2443.723633
	Iteration 1F: 3 clusters Score -238885.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238967.968750 Penalty: 2443.723633
	Iteration 2F: 3 clusters Score -238968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -239011.250000 Penalty: 2443.723633
	Iteration 3Q: 3 clusters Score -239011.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -239038.453125 Penalty: 2443.723633
	Iteration 4Q: 3 clusters Score -239038.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -239055.718750 Penalty: 2443.723633
	Iteration 5Q: 3 clusters Score -239055.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -239075.046875 Penalty: 2443.723633
	Iteration 6Q: 3 clusters Score -239075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -239092.015625 Penalty: 2443.723633
	Iteration 7Q: 3 clusters Score -239092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -239102.906250 Penalty: 2443.723633
	Iteration 8Q: 3 clusters Score -239102.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -239119.140625 Penalty: 2443.723633
	Iteration 9Q: 3 clusters Score -239119.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -239132.156250 Penalty: 2443.723633
	Iteration 10Q: 3 clusters Score -239132.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -239142.375000 Penalty: 2443.723633
	Iteration 11Q: 3 clusters Score -239142.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -239153.437500 Penalty: 2443.723633
	Iteration 12Q: 3 clusters Score -239153.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -239161.734375 Penalty: 2443.723633
	Iteration 13Q: 3 clusters Score -239161.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -239165.984375 Penalty: 2443.723633
	Iteration 14Q: 3 clusters Score -239166 nChanged 6
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: -239170.093750 Penalty: 2443.723633
	Iteration 15Q: 3 clusters Score -239170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -239173.968750 Penalty: 2443.723633
	Iteration 16Q: 3 clusters Score -239174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -239181.343750 Penalty: 2443.723633
	Iteration 17Q: 3 clusters Score -239181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -239183.437500 Penalty: 2443.723633
	Iteration 18Q: 3 clusters Score -239183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239185.703125 Penalty: 2443.723633
	Iteration 19Q: 3 clusters Score -239185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239187.421875 Penalty: 2443.723633
	Iteration 20F: 3 clusters Score -239187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -239189.890625 Penalty: 2443.723633
	Iteration 21Q: 3 clusters Score -239189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -239192.093750 Penalty: 2443.723633
	Iteration 22Q: 3 clusters Score -239192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -239194.359375 Penalty: 2443.723633
	Iteration 23Q: 3 clusters Score -239194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -239196.281250 Penalty: 2443.723633
	Iteration 24Q: 3 clusters Score -239196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -239198.625000 Penalty: 2443.723633
	Iteration 25Q: 3 clusters Score -239198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -239200.796875 Penalty: 2443.723633
	Iteration 26Q: 3 clusters Score -239200.8 nChanged 7
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: -239203.546875 Penalty: 2443.723633
	Iteration 27Q: 3 clusters Score -239203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -239203.937500 Penalty: 2443.723633
	Iteration 28Q: 3 clusters Score -239203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -239204.281250 Penalty: 2443.723633
	Iteration 29Q: 3 clusters Score -239204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -239205.421875 Penalty: 2443.723633
	Iteration 30Q: 3 clusters Score -239205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -239205.468750 Penalty: 2443.723633
	Iteration 31Q: 3 clusters Score -239205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -239206.343750 Penalty: 2443.723633
	Iteration 32Q: 3 clusters Score -239206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -239206.343750 Penalty: 2443.723633
	Iteration 33F: 3 clusters Score -239206.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Entering Unmasked Estep 
Score: -1615526.875000 Penalty: 1537.504517
	Iteration 0F: 2 clusters Score -1615527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1606511.750000 Penalty: 3075.009033
	Iteration 0F: 3 clusters Score -1606512 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1609579.625000 Penalty: 3075.009033
	Iteration 1F: 3 clusters Score -1609580 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1609807.250000 Penalty: 3075.009033
	Iteration 2Q: 3 clusters Score -1609807 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1610001.375000 Penalty: 3075.009033
	Iteration 3Q: 3 clusters Score -1610001 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1610157.750000 Penalty: 3075.009033
	Iteration 4Q: 3 clusters Score -1610158 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1610308.000000 Penalty: 3075.009033
	Iteration 5Q: 3 clusters Score -1610308 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1610437.500000 Penalty: 3075.009033
	Iteration 6Q: 3 clusters Score -1610438 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1610577.875000 Penalty: 3075.009033
	Iteration 7Q: 3 clusters Score -1610578 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1610744.000000 Penalty: 3075.009033
	Iteration 8Q: 3 clusters Score -1610744 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1610949.250000 Penalty: 3075.009033
	Iteration 9Q: 3 clusters Score -1610949 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1611205.500000 Penalty: 3075.009033
	Iteration 10Q: 3 clusters Score -1611206 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1611552.875000 Penalty: 3075.009033
	Iteration 11Q: 3 clusters Score -1611553 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1611964.000000 Penalty: 3075.009033
	Iteration 12Q: 3 clusters Score -1611964 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1612399.125000 Penalty: 3075.009033
	Iteration 13Q: 3 clusters Score -1612399 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1612811.000000 Penalty: 3075.009033
	Iteration 14Q: 3 clusters Score -1612811 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1613143.375000 Penalty: 3075.009033
	Iteration 15Q: 3 clusters Score -1613143 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1613397.875000 Penalty: 3075.009033
	Iteration 16Q: 3 clusters Score -1613398 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1613614.000000 Penalty: 3075.009033
	Iteration 17Q: 3 clusters Score -1613614 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1613764.625000 Penalty: 3075.009033
	Iteration 18Q: 3 clusters Score -1613765 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1613875.500000 Penalty: 3075.009033
	Iteration 19Q: 3 clusters Score -1613876 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1613964.000000 Penalty: 3075.009033
	Iteration 20F: 3 clusters Score -1613964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1614023.125000 Penalty: 3075.009033
	Iteration 21Q: 3 clusters Score -1614023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1614070.250000 Penalty: 3075.009033
	Iteration 22Q: 3 clusters Score -1614070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1614102.500000 Penalty: 3075.009033
	Iteration 23Q: 3 clusters Score -1614102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1614125.500000 Penalty: 3075.009033
	Iteration 24Q: 3 clusters Score -1614126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1614151.750000 Penalty: 3075.009033
	Iteration 25Q: 3 clusters Score -1614152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1614168.125000 Penalty: 3075.009033
	Iteration 26Q: 3 clusters Score -1614168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1614177.750000 Penalty: 3075.009033
	Iteration 27Q: 3 clusters Score -1614178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1614193.500000 Penalty: 3075.009033
	Iteration 28Q: 3 clusters Score -1614194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1614199.500000 Penalty: 3075.009033
	Iteration 29Q: 3 clusters Score -1614200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1614210.750000 Penalty: 3075.009033
	Iteration 30Q: 3 clusters Score -1614211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1614220.375000 Penalty: 3075.009033
	Iteration 31Q: 3 clusters Score -1614220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1614220.500000 Penalty: 3075.009033
	Iteration 32Q: 3 clusters Score -1614220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1614220.500000 Penalty: 3075.009033
	Iteration 33Q: 3 clusters Score -1614220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1614221.500000 Penalty: 3075.009033
	Iteration 34Q: 3 clusters Score -1614222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1614221.500000 Penalty: 3075.009033
	Iteration 35F: 3 clusters Score -1614222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Entering Unmasked Estep 
Score: -10113548.000000 Penalty: 1827.122314
	Iteration 0F: 2 clusters Score -1.011355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -10065013.000000 Penalty: 3654.244629
	Iteration 0F: 3 clusters Score -1.006501e+07 nChanged 36161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -10085548.000000 Penalty: 3654.244629
	Iteration 1F: 3 clusters Score -1.008555e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -10086163.000000 Penalty: 3654.244629
	Iteration 2Q: 3 clusters Score -1.008616e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -10086920.000000 Penalty: 3654.244629
	Iteration 3Q: 3 clusters Score -1.008692e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -10088079.000000 Penalty: 3654.244629
	Iteration 4Q: 3 clusters Score -1.008808e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -10090434.000000 Penalty: 3654.244629
	Iteration 5F: 3 clusters Score -1.009043e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -10094169.000000 Penalty: 3654.244629
	Iteration 6F: 3 clusters Score -1.009417e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -10098979.000000 Penalty: 3654.244629
	Iteration 7F: 3 clusters Score -1.009898e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -10103526.000000 Penalty: 3654.244629
	Iteration 8F: 3 clusters Score -1.010353e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -10107013.000000 Penalty: 3654.244629
	Iteration 9F: 3 clusters Score -1.010701e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -10109054.000000 Penalty: 3654.244629
	Iteration 10Q: 3 clusters Score -1.010905e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -10110339.000000 Penalty: 3654.244629
	Iteration 11Q: 3 clusters Score -1.011034e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10111014.000000 Penalty: 3654.244629
	Iteration 12Q: 3 clusters Score -1.011101e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10111370.000000 Penalty: 3654.244629
	Iteration 13Q: 3 clusters Score -1.011137e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10111558.000000 Penalty: 3654.244629
	Iteration 14Q: 3 clusters Score -1.011156e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10111682.000000 Penalty: 3654.244629
	Iteration 15Q: 3 clusters Score -1.011168e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10111751.000000 Penalty: 3654.244629
	Iteration 16Q: 3 clusters Score -1.011175e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10111803.000000 Penalty: 3654.244629
	Iteration 17Q: 3 clusters Score -1.01118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10111830.000000 Penalty: 3654.244629
	Iteration 18Q: 3 clusters Score -1.011183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10111855.000000 Penalty: 3654.244629
	Iteration 19Q: 3 clusters Score -1.011186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10111863.000000 Penalty: 3654.244629
	Iteration 20F: 3 clusters Score -1.011186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10111874.000000 Penalty: 3654.244629
	Iteration 21Q: 3 clusters Score -1.011187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10111886.000000 Penalty: 3654.244629
	Iteration 22Q: 3 clusters Score -1.011189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10111894.000000 Penalty: 3654.244629
	Iteration 23Q: 3 clusters Score -1.011189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10111897.000000 Penalty: 3654.244629
	Iteration 24Q: 3 clusters Score -1.01119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10111899.000000 Penalty: 3654.244629
	Iteration 25Q: 3 clusters Score -1.01119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10111903.000000 Penalty: 3654.244629
	Iteration 26Q: 3 clusters Score -1.01119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10111910.000000 Penalty: 3654.244629
	Iteration 27Q: 3 clusters Score -1.011191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10111908.000000 Penalty: 3654.244629
	Iteration 28Q: 3 clusters Score -1.011191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10111908.000000 Penalty: 3654.244629
	Iteration 29F: 3 clusters Score -1.011191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -259575.187500 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -259575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -257479.328125 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -257479.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -257962.718750 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -257962.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -258069.968750 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -258070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258130.468750 Penalty: 2465.711182
	Iteration 3Q: 3 clusters Score -258130.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258158.328125 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -258158.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -258188.093750 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -258188.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258204.046875 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -258204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -258215.359375 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -258215.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -258225.343750 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -258225.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -258234.031250 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -258234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -258250.203125 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -258250.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -258257.046875 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -258257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -258260.812500 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -258260.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -258262.578125 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -258262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -258264.328125 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -258264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -258265.093750 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -258265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -258265.875000 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -258265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -258266.109375 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -258266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -258266.343750 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -258266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -258267.250000 Penalty: 2465.711182
	Iteration 19Q: 3 clusters Score -258267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -258267.843750 Penalty: 2465.711182
	Iteration 20F: 3 clusters Score -258267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Entering Unmasked Estep 
Score: -7003023.000000 Penalty: 1768.199951
	Iteration 0F: 2 clusters Score -7003023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -6967606.000000 Penalty: 3536.399902
	Iteration 0F: 3 clusters Score -6967606 nChanged 24966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -6981763.000000 Penalty: 3536.399902
	Iteration 1F: 3 clusters Score -6981763 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -6982472.500000 Penalty: 3536.399902
	Iteration 2Q: 3 clusters Score -6982472 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -6983643.500000 Penalty: 3536.399902
	Iteration 3Q: 3 clusters Score -6983644 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -6985622.500000 Penalty: 3536.399902
	Iteration 4F: 3 clusters Score -6985622 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -6989086.000000 Penalty: 3536.399902
	Iteration 5F: 3 clusters Score -6989086 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -6993744.500000 Penalty: 3536.399902
	Iteration 6F: 3 clusters Score -6993744 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -6997817.000000 Penalty: 3536.399902
	Iteration 7F: 3 clusters Score -6997817 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -7000112.500000 Penalty: 3536.399902
	Iteration 8Q: 3 clusters Score -7000112 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -7000963.500000 Penalty: 3536.399902
	Iteration 9Q: 3 clusters Score -7000964 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -7001238.500000 Penalty: 3536.399902
	Iteration 10Q: 3 clusters Score -7001238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -7001349.000000 Penalty: 3536.399902
	Iteration 11Q: 3 clusters Score -7001349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -7001395.000000 Penalty: 3536.399902
	Iteration 12Q: 3 clusters Score -7001395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -7001435.500000 Penalty: 3536.399902
	Iteration 13Q: 3 clusters Score -7001436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -7001477.000000 Penalty: 3536.399902
	Iteration 14Q: 3 clusters Score -7001477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -7001492.000000 Penalty: 3536.399902
	Iteration 15Q: 3 clusters Score -7001492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -7001500.500000 Penalty: 3536.399902
	Iteration 16Q: 3 clusters Score -7001500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -7001503.000000 Penalty: 3536.399902
	Iteration 17Q: 3 clusters Score -7001503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -7001503.000000 Penalty: 3536.399902
	Iteration 18F: 3 clusters Score -7001503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -199917.828125 Penalty: 1202.997437
	Iteration 0F: 2 clusters Score -199917.8 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 797 members 
Entering Unmasked Estep 
Score: -198058.187500 Penalty: 2405.994873
	Iteration 0F: 3 clusters Score -198058.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -198420.046875 Penalty: 2405.994873
	Iteration 1F: 3 clusters Score -198420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -198511.578125 Penalty: 2405.994873
	Iteration 2F: 3 clusters Score -198511.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -198555.093750 Penalty: 2405.994873
	Iteration 3Q: 3 clusters Score -198555.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -198581.859375 Penalty: 2405.994873
	Iteration 4Q: 3 clusters Score -198581.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -198599.265625 Penalty: 2405.994873
	Iteration 5Q: 3 clusters Score -198599.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198614.593750 Penalty: 2405.994873
	Iteration 6Q: 3 clusters Score -198614.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198626.234375 Penalty: 2405.994873
	Iteration 7Q: 3 clusters Score -198626.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198636.031250 Penalty: 2405.994873
	Iteration 8Q: 3 clusters Score -198636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198646.062500 Penalty: 2405.994873
	Iteration 9Q: 3 clusters Score -198646.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198653.109375 Penalty: 2405.994873
	Iteration 10Q: 3 clusters Score -198653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198658.171875 Penalty: 2405.994873
	Iteration 11Q: 3 clusters Score -198658.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198663.578125 Penalty: 2405.994873
	Iteration 12Q: 3 clusters Score -198663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198666.140625 Penalty: 2405.994873
	Iteration 13Q: 3 clusters Score -198666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198668.203125 Penalty: 2405.994873
	Iteration 14Q: 3 clusters Score -198668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198670.531250 Penalty: 2405.994873
	Iteration 15Q: 3 clusters Score -198670.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198671.656250 Penalty: 2405.994873
	Iteration 16Q: 3 clusters Score -198671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198672.234375 Penalty: 2405.994873
	Iteration 17Q: 3 clusters Score -198672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198672.750000 Penalty: 2405.994873
	Iteration 18Q: 3 clusters Score -198672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198673.140625 Penalty: 2405.994873
	Iteration 19Q: 3 clusters Score -198673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198673.703125 Penalty: 2405.994873
	Iteration 20F: 3 clusters Score -198673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198674.609375 Penalty: 2405.994873
	Iteration 21Q: 3 clusters Score -198674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -198676.328125 Penalty: 2405.994873
	Iteration 22Q: 3 clusters Score -198676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198678.234375 Penalty: 2405.994873
	Iteration 23Q: 3 clusters Score -198678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198683.890625 Penalty: 2405.994873
	Iteration 24Q: 3 clusters Score -198683.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -198686.656250 Penalty: 2405.994873
	Iteration 25Q: 3 clusters Score -198686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -198687.718750 Penalty: 2405.994873
	Iteration 26Q: 3 clusters Score -198687.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -198689.937500 Penalty: 2405.994873
	Iteration 27Q: 3 clusters Score -198689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -198693.093750 Penalty: 2405.994873
	Iteration 28Q: 3 clusters Score -198693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -198694.218750 Penalty: 2405.994873
	Iteration 29Q: 3 clusters Score -198694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -198695.937500 Penalty: 2405.994873
	Iteration 30Q: 3 clusters Score -198695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -198698.906250 Penalty: 2405.994873
	Iteration 31Q: 3 clusters Score -198698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -198700.500000 Penalty: 2405.994873
	Iteration 32Q: 3 clusters Score -198700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -198703.125000 Penalty: 2405.994873
	Iteration 33Q: 3 clusters Score -198703.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -198703.203125 Penalty: 2405.994873
	Iteration 34Q: 3 clusters Score -198703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -198703.671875 Penalty: 2405.994873
	Iteration 35Q: 3 clusters Score -198703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -198703.671875 Penalty: 2405.994873
	Iteration 36F: 3 clusters Score -198703.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Entering Unmasked Estep 
Score: -4652090.500000 Penalty: 1701.861938
	Iteration 0F: 2 clusters Score -4652090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4628377.000000 Penalty: 3403.723877
	Iteration 0F: 3 clusters Score -4628377 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4637329.000000 Penalty: 3403.723877
	Iteration 1F: 3 clusters Score -4637329 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4637735.500000 Penalty: 3403.723877
	Iteration 2Q: 3 clusters Score -4637736 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4638096.500000 Penalty: 3403.723877
	Iteration 3Q: 3 clusters Score -4638096 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4638621.500000 Penalty: 3403.723877
	Iteration 4Q: 3 clusters Score -4638622 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -4639383.000000 Penalty: 3403.723877
	Iteration 5Q: 3 clusters Score -4639383 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -4640543.000000 Penalty: 3403.723877
	Iteration 6F: 3 clusters Score -4640543 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -4642303.500000 Penalty: 3403.723877
	Iteration 7F: 3 clusters Score -4642304 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -4644829.000000 Penalty: 3403.723877
	Iteration 8F: 3 clusters Score -4644829 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4647401.000000 Penalty: 3403.723877
	Iteration 9F: 3 clusters Score -4647401 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4649223.500000 Penalty: 3403.723877
	Iteration 10F: 3 clusters Score -4649224 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4650059.000000 Penalty: 3403.723877
	Iteration 11Q: 3 clusters Score -4650059 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4650363.000000 Penalty: 3403.723877
	Iteration 12Q: 3 clusters Score -4650363 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4650481.000000 Penalty: 3403.723877
	Iteration 13Q: 3 clusters Score -4650481 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4650547.000000 Penalty: 3403.723877
	Iteration 14Q: 3 clusters Score -4650547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4650578.500000 Penalty: 3403.723877
	Iteration 15Q: 3 clusters Score -4650578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4650596.000000 Penalty: 3403.723877
	Iteration 16Q: 3 clusters Score -4650596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4650598.500000 Penalty: 3403.723877
	Iteration 17Q: 3 clusters Score -4650598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4650596.500000 Penalty: 3403.723877
	Iteration 18Q: 3 clusters Score -4650596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4650598.000000 Penalty: 3403.723877
	Iteration 19Q: 3 clusters Score -4650598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4650598.000000 Penalty: 3403.723877
	Iteration 20F: 3 clusters Score -4650598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Entering Unmasked Estep 
Score: -1620445.250000 Penalty: 1529.830566
	Iteration 0F: 2 clusters Score -1620445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1611876.250000 Penalty: 3059.661133
	Iteration 0F: 3 clusters Score -1611876 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1614702.000000 Penalty: 3059.661133
	Iteration 1F: 3 clusters Score -1614702 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1614930.375000 Penalty: 3059.661133
	Iteration 2F: 3 clusters Score -1614930 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1615089.625000 Penalty: 3059.661133
	Iteration 3Q: 3 clusters Score -1615090 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1615200.875000 Penalty: 3059.661133
	Iteration 4Q: 3 clusters Score -1615201 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1615305.000000 Penalty: 3059.661133
	Iteration 5Q: 3 clusters Score -1615305 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1615395.750000 Penalty: 3059.661133
	Iteration 6Q: 3 clusters Score -1615396 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1615491.125000 Penalty: 3059.661133
	Iteration 7Q: 3 clusters Score -1615491 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1615589.875000 Penalty: 3059.661133
	Iteration 8Q: 3 clusters Score -1615590 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1615712.750000 Penalty: 3059.661133
	Iteration 9Q: 3 clusters Score -1615713 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1615849.625000 Penalty: 3059.661133
	Iteration 10Q: 3 clusters Score -1615850 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1616039.125000 Penalty: 3059.661133
	Iteration 11Q: 3 clusters Score -1616039 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1616320.000000 Penalty: 3059.661133
	Iteration 12Q: 3 clusters Score -1616320 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1616705.750000 Penalty: 3059.661133
	Iteration 13F: 3 clusters Score -1616706 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1617168.125000 Penalty: 3059.661133
	Iteration 14F: 3 clusters Score -1617168 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1617632.125000 Penalty: 3059.661133
	Iteration 15F: 3 clusters Score -1617632 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1618102.875000 Penalty: 3059.661133
	Iteration 16Q: 3 clusters Score -1618103 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1618491.000000 Penalty: 3059.661133
	Iteration 17Q: 3 clusters Score -1618491 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1618758.250000 Penalty: 3059.661133
	Iteration 18Q: 3 clusters Score -1618758 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1618912.125000 Penalty: 3059.661133
	Iteration 19Q: 3 clusters Score -1618912 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1618998.875000 Penalty: 3059.661133
	Iteration 20F: 3 clusters Score -1618999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1619030.125000 Penalty: 3059.661133
	Iteration 21Q: 3 clusters Score -1619030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1619054.750000 Penalty: 3059.661133
	Iteration 22Q: 3 clusters Score -1619055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1619068.250000 Penalty: 3059.661133
	Iteration 23Q: 3 clusters Score -1619068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1619074.625000 Penalty: 3059.661133
	Iteration 24Q: 3 clusters Score -1619075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1619091.750000 Penalty: 3059.661133
	Iteration 25Q: 3 clusters Score -1619092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1619098.000000 Penalty: 3059.661133
	Iteration 26Q: 3 clusters Score -1619098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1619104.750000 Penalty: 3059.661133
	Iteration 27Q: 3 clusters Score -1619105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1619110.000000 Penalty: 3059.661133
	Iteration 28Q: 3 clusters Score -1619110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1619115.000000 Penalty: 3059.661133
	Iteration 29Q: 3 clusters Score -1619115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1619119.125000 Penalty: 3059.661133
	Iteration 30Q: 3 clusters Score -1619119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1619119.125000 Penalty: 3059.661133
	Iteration 31F: 3 clusters Score -1619119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -40298.039062 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -40298.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39440.039062 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -39440.04 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39602.867188 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -39602.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39642.562500 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -39642.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39663.667969 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -39663.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39672.929688 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -39672.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39679.468750 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -39679.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39699.246094 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -39699.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39725.863281 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -39725.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39740.453125 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -39740.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39742.878906 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -39742.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39750.140625 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -39750.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39764.703125 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -39764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39765.898438 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -39765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39766.601562 Penalty: 1933.958862
	Iteration 13F: 3 clusters Score -39766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39822.820312 Penalty: 1933.958862
	Iteration 14Q: 3 clusters Score -39822.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39832.304688 Penalty: 1933.958862
	Iteration 15Q: 3 clusters Score -39832.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39837.527344 Penalty: 1933.958862
	Iteration 16Q: 3 clusters Score -39837.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39846.546875 Penalty: 1933.958862
	Iteration 17Q: 3 clusters Score -39846.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39857.628906 Penalty: 1933.958862
	Iteration 18Q: 3 clusters Score -39857.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39873.937500 Penalty: 1933.958862
	Iteration 19Q: 3 clusters Score -39873.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39895.164062 Penalty: 1933.958862
	Iteration 20F: 3 clusters Score -39895.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39931.945312 Penalty: 1933.958862
	Iteration 21Q: 3 clusters Score -39931.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39972.851562 Penalty: 1933.958862
	Iteration 22Q: 3 clusters Score -39972.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -40005.902344 Penalty: 1933.958862
	Iteration 23Q: 3 clusters Score -40005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -40024.019531 Penalty: 1933.958862
	Iteration 24Q: 3 clusters Score -40024.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -40029.917969 Penalty: 1933.958862
	Iteration 25Q: 3 clusters Score -40029.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -40037.425781 Penalty: 1933.958862
	Iteration 26Q: 3 clusters Score -40037.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -40041.312500 Penalty: 1933.958862
	Iteration 27Q: 3 clusters Score -40041.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -40044.628906 Penalty: 1933.958862
	Iteration 28Q: 3 clusters Score -40044.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -40050.695312 Penalty: 1933.958862
	Iteration 29F: 3 clusters Score -40050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -40076.046875 Penalty: 1933.958862
	Iteration 30Q: 3 clusters Score -40076.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -40077.972656 Penalty: 1933.958862
	Iteration 31Q: 3 clusters Score -40077.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -40077.972656 Penalty: 1933.958862
	Iteration 32F: 3 clusters Score -40077.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Entering Unmasked Estep 
Score: -8287213.000000 Penalty: 1795.973267
	Iteration 0F: 2 clusters Score -8287213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -8245425.500000 Penalty: 3591.946533
	Iteration 0F: 3 clusters Score -8245426 nChanged 29899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -8263238.500000 Penalty: 3591.946533
	Iteration 1F: 3 clusters Score -8263238 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -8264461.000000 Penalty: 3591.946533
	Iteration 2Q: 3 clusters Score -8264461 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -8266138.000000 Penalty: 3591.946533
	Iteration 3F: 3 clusters Score -8266138 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -8268312.500000 Penalty: 3591.946533
	Iteration 4F: 3 clusters Score -8268312 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8270507.000000 Penalty: 3591.946533
	Iteration 5F: 3 clusters Score -8270507 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -8272516.500000 Penalty: 3591.946533
	Iteration 6F: 3 clusters Score -8272516 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -8274072.000000 Penalty: 3591.946533
	Iteration 7F: 3 clusters Score -8274072 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -8275377.500000 Penalty: 3591.946533
	Iteration 8Q: 3 clusters Score -8275378 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -8276861.000000 Penalty: 3591.946533
	Iteration 9Q: 3 clusters Score -8276861 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -8278951.000000 Penalty: 3591.946533
	Iteration 10Q: 3 clusters Score -8278951 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -8281255.500000 Penalty: 3591.946533
	Iteration 11Q: 3 clusters Score -8281256 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -8282812.500000 Penalty: 3591.946533
	Iteration 12Q: 3 clusters Score -8282812 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -8283460.000000 Penalty: 3591.946533
	Iteration 13Q: 3 clusters Score -8283460 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -8283727.000000 Penalty: 3591.946533
	Iteration 14Q: 3 clusters Score -8283727 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -8283934.000000 Penalty: 3591.946533
	Iteration 15Q: 3 clusters Score -8283934 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -8284102.000000 Penalty: 3591.946533
	Iteration 16Q: 3 clusters Score -8284102 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -8284248.500000 Penalty: 3591.946533
	Iteration 17Q: 3 clusters Score -8284248 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -8284407.500000 Penalty: 3591.946533
	Iteration 18Q: 3 clusters Score -8284408 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -8284516.500000 Penalty: 3591.946533
	Iteration 19Q: 3 clusters Score -8284516 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -8284635.000000 Penalty: 3591.946533
	Iteration 20F: 3 clusters Score -8284635 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -8284749.500000 Penalty: 3591.946533
	Iteration 21Q: 3 clusters Score -8284750 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -8284813.500000 Penalty: 3591.946533
	Iteration 22Q: 3 clusters Score -8284814 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -8284860.000000 Penalty: 3591.946533
	Iteration 23Q: 3 clusters Score -8284860 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8284955.500000 Penalty: 3591.946533
	Iteration 24Q: 3 clusters Score -8284956 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8284965.000000 Penalty: 3591.946533
	Iteration 25Q: 3 clusters Score -8284965 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8285026.000000 Penalty: 3591.946533
	Iteration 26Q: 3 clusters Score -8285026 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8285097.500000 Penalty: 3591.946533
	Iteration 27Q: 3 clusters Score -8285098 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8285124.500000 Penalty: 3591.946533
	Iteration 28Q: 3 clusters Score -8285124 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8285163.000000 Penalty: 3591.946533
	Iteration 29Q: 3 clusters Score -8285163 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8285230.500000 Penalty: 3591.946533
	Iteration 30Q: 3 clusters Score -8285230 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8285271.000000 Penalty: 3591.946533
	Iteration 31Q: 3 clusters Score -8285271 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8285304.500000 Penalty: 3591.946533
	Iteration 32Q: 3 clusters Score -8285304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8285321.500000 Penalty: 3591.946533
	Iteration 33Q: 3 clusters Score -8285322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8285326.000000 Penalty: 3591.946533
	Iteration 34Q: 3 clusters Score -8285326 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8285351.000000 Penalty: 3591.946533
	Iteration 35Q: 3 clusters Score -8285351 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8285381.000000 Penalty: 3591.946533
	Iteration 36Q: 3 clusters Score -8285381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8285404.500000 Penalty: 3591.946533
	Iteration 37Q: 3 clusters Score -8285404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8285400.000000 Penalty: 3591.946533
	Iteration 38Q: 3 clusters Score -8285400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8285424.500000 Penalty: 3591.946533
	Iteration 39Q: 3 clusters Score -8285424 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8285430.000000 Penalty: 3591.946533
	Iteration 40F: 3 clusters Score -8285430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8285443.500000 Penalty: 3591.946533
	Iteration 41Q: 3 clusters Score -8285444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8285466.500000 Penalty: 3591.946533
	Iteration 42Q: 3 clusters Score -8285466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8285484.500000 Penalty: 3591.946533
	Iteration 43Q: 3 clusters Score -8285484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8285496.000000 Penalty: 3591.946533
	Iteration 44Q: 3 clusters Score -8285496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8285525.000000 Penalty: 3591.946533
	Iteration 45Q: 3 clusters Score -8285525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8285536.000000 Penalty: 3591.946533
	Iteration 46Q: 3 clusters Score -8285536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8285552.000000 Penalty: 3591.946533
	Iteration 47Q: 3 clusters Score -8285552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8285545.000000 Penalty: 3591.946533
	Iteration 48Q: 3 clusters Score -8285545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8285577.000000 Penalty: 3591.946533
	Iteration 49Q: 3 clusters Score -8285577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8285590.500000 Penalty: 3591.946533
	Iteration 50Q: 3 clusters Score -8285590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8285596.500000 Penalty: 3591.946533
	Iteration 51Q: 3 clusters Score -8285596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8285588.500000 Penalty: 3591.946533
	Iteration 52Q: 3 clusters Score -8285588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8285586.500000 Penalty: 3591.946533
	Iteration 53Q: 3 clusters Score -8285586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8285587.000000 Penalty: 3591.946533
	Iteration 54Q: 3 clusters Score -8285587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8285584.500000 Penalty: 3591.946533
	Iteration 55Q: 3 clusters Score -8285584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8285586.000000 Penalty: 3591.946533
	Iteration 56Q: 3 clusters Score -8285586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8285590.500000 Penalty: 3591.946533
	Iteration 57Q: 3 clusters Score -8285590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8285593.000000 Penalty: 3591.946533
	Iteration 58Q: 3 clusters Score -8285593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8285601.000000 Penalty: 3591.946533
	Iteration 59Q: 3 clusters Score -8285601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8285590.500000 Penalty: 3591.946533
	Iteration 60F: 3 clusters Score -8285590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8285593.000000 Penalty: 3591.946533
	Iteration 61Q: 3 clusters Score -8285593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8285594.000000 Penalty: 3591.946533
	Iteration 62Q: 3 clusters Score -8285594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8285594.000000 Penalty: 3591.946533
	Iteration 63F: 3 clusters Score -8285594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -312309.343750 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -312309.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -310003.968750 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -310004 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -310577.843750 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -310577.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -310702.312500 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -310702.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -310789.875000 Penalty: 2528.869873
	Iteration 3F: 3 clusters Score -310789.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -310856.062500 Penalty: 2528.869873
	Iteration 4Q: 3 clusters Score -310856.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -310902.718750 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -310902.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -310945.406250 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -310945.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -310982.781250 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -310982.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -311027.218750 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -311027.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -311064.656250 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -311064.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -311100.062500 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -311100.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -311141.281250 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -311141.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -311176.687500 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -311176.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -311210.062500 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -311210.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -311237.343750 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -311237.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -311259.187500 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -311259.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -311274.437500 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -311274.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -311287.562500 Penalty: 2528.869873
	Iteration 17Q: 3 clusters Score -311287.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -311294.750000 Penalty: 2528.869873
	Iteration 18Q: 3 clusters Score -311294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -311299.000000 Penalty: 2528.869873
	Iteration 19Q: 3 clusters Score -311299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -311305.500000 Penalty: 2528.869873
	Iteration 20F: 3 clusters Score -311305.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -311308.843750 Penalty: 2528.869873
	Iteration 21Q: 3 clusters Score -311308.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -311312.718750 Penalty: 2528.869873
	Iteration 22Q: 3 clusters Score -311312.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -311318.125000 Penalty: 2528.869873
	Iteration 23Q: 3 clusters Score -311318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -311320.750000 Penalty: 2528.869873
	Iteration 24Q: 3 clusters Score -311320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -311322.875000 Penalty: 2528.869873
	Iteration 25Q: 3 clusters Score -311322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -311325.000000 Penalty: 2528.869873
	Iteration 26Q: 3 clusters Score -311325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -311327.000000 Penalty: 2528.869873
	Iteration 27Q: 3 clusters Score -311327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -311328.718750 Penalty: 2528.869873
	Iteration 28Q: 3 clusters Score -311328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -311330.187500 Penalty: 2528.869873
	Iteration 29Q: 3 clusters Score -311330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -311332.875000 Penalty: 2528.869873
	Iteration 30Q: 3 clusters Score -311332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -311335.000000 Penalty: 2528.869873
	Iteration 31Q: 3 clusters Score -311335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -311337.812500 Penalty: 2528.869873
	Iteration 32Q: 3 clusters Score -311337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -311344.031250 Penalty: 2528.869873
	Iteration 33Q: 3 clusters Score -311344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -311353.031250 Penalty: 2528.869873
	Iteration 34Q: 3 clusters Score -311353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -311359.812500 Penalty: 2528.869873
	Iteration 35Q: 3 clusters Score -311359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -311360.781250 Penalty: 2528.869873
	Iteration 36Q: 3 clusters Score -311360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -311362.281250 Penalty: 2528.869873
	Iteration 37Q: 3 clusters Score -311362.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -311364.312500 Penalty: 2528.869873
	Iteration 38Q: 3 clusters Score -311364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -311365.375000 Penalty: 2528.869873
	Iteration 39Q: 3 clusters Score -311365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -311366.125000 Penalty: 2528.869873
	Iteration 40F: 3 clusters Score -311366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -311366.343750 Penalty: 2528.869873
	Iteration 41Q: 3 clusters Score -311366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -311366.343750 Penalty: 2528.869873
	Iteration 42F: 3 clusters Score -311366.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Entering Unmasked Estep 
Score: -2069450.500000 Penalty: 1568.983521
	Iteration 0F: 2 clusters Score -2069450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2058695.625000 Penalty: 3137.967041
	Iteration 0F: 3 clusters Score -2058696 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2062467.500000 Penalty: 3137.967041
	Iteration 1F: 3 clusters Score -2062468 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2062720.250000 Penalty: 3137.967041
	Iteration 2Q: 3 clusters Score -2062720 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2062915.875000 Penalty: 3137.967041
	Iteration 3Q: 3 clusters Score -2062916 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2063089.000000 Penalty: 3137.967041
	Iteration 4Q: 3 clusters Score -2063089 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2063295.000000 Penalty: 3137.967041
	Iteration 5Q: 3 clusters Score -2063295 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2063534.875000 Penalty: 3137.967041
	Iteration 6Q: 3 clusters Score -2063535 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2063828.875000 Penalty: 3137.967041
	Iteration 7Q: 3 clusters Score -2063829 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2064189.500000 Penalty: 3137.967041
	Iteration 8Q: 3 clusters Score -2064190 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2064642.375000 Penalty: 3137.967041
	Iteration 9F: 3 clusters Score -2064642 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2065229.375000 Penalty: 3137.967041
	Iteration 10F: 3 clusters Score -2065229 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2065862.125000 Penalty: 3137.967041
	Iteration 11F: 3 clusters Score -2065862 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2066536.000000 Penalty: 3137.967041
	Iteration 12F: 3 clusters Score -2066536 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2067144.000000 Penalty: 3137.967041
	Iteration 13Q: 3 clusters Score -2067144 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2067504.875000 Penalty: 3137.967041
	Iteration 14Q: 3 clusters Score -2067505 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2067722.375000 Penalty: 3137.967041
	Iteration 15Q: 3 clusters Score -2067722 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2067848.625000 Penalty: 3137.967041
	Iteration 16Q: 3 clusters Score -2067849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2067915.750000 Penalty: 3137.967041
	Iteration 17Q: 3 clusters Score -2067916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2067944.000000 Penalty: 3137.967041
	Iteration 18Q: 3 clusters Score -2067944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2067983.125000 Penalty: 3137.967041
	Iteration 19Q: 3 clusters Score -2067983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2068009.125000 Penalty: 3137.967041
	Iteration 20F: 3 clusters Score -2068009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2068025.250000 Penalty: 3137.967041
	Iteration 21Q: 3 clusters Score -2068025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2068030.750000 Penalty: 3137.967041
	Iteration 22Q: 3 clusters Score -2068031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2068037.125000 Penalty: 3137.967041
	Iteration 23Q: 3 clusters Score -2068037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2068045.375000 Penalty: 3137.967041
	Iteration 24Q: 3 clusters Score -2068045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2068045.375000 Penalty: 3137.967041
	Iteration 25F: 3 clusters Score -2068045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -840420.437500 Penalty: 1430.776001
	Iteration 0F: 2 clusters Score -840420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -835395.437500 Penalty: 2861.552002
	Iteration 0F: 3 clusters Score -835395.4 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -836822.187500 Penalty: 2861.552002
	Iteration 1F: 3 clusters Score -836822.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -837012.875000 Penalty: 2861.552002
	Iteration 2F: 3 clusters Score -837012.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -837141.812500 Penalty: 2861.552002
	Iteration 3Q: 3 clusters Score -837141.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -837244.875000 Penalty: 2861.552002
	Iteration 4Q: 3 clusters Score -837244.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -837329.250000 Penalty: 2861.552002
	Iteration 5Q: 3 clusters Score -837329.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -837417.625000 Penalty: 2861.552002
	Iteration 6Q: 3 clusters Score -837417.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -837488.500000 Penalty: 2861.552002
	Iteration 7Q: 3 clusters Score -837488.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -837541.250000 Penalty: 2861.552002
	Iteration 8Q: 3 clusters Score -837541.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -837611.937500 Penalty: 2861.552002
	Iteration 9Q: 3 clusters Score -837611.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -837689.875000 Penalty: 2861.552002
	Iteration 10Q: 3 clusters Score -837689.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -837794.250000 Penalty: 2861.552002
	Iteration 11Q: 3 clusters Score -837794.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -837907.937500 Penalty: 2861.552002
	Iteration 12Q: 3 clusters Score -837907.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -838038.687500 Penalty: 2861.552002
	Iteration 13Q: 3 clusters Score -838038.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -838155.062500 Penalty: 2861.552002
	Iteration 14Q: 3 clusters Score -838155.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -838252.250000 Penalty: 2861.552002
	Iteration 15Q: 3 clusters Score -838252.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -838339.187500 Penalty: 2861.552002
	Iteration 16Q: 3 clusters Score -838339.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -838425.562500 Penalty: 2861.552002
	Iteration 17Q: 3 clusters Score -838425.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -838516.000000 Penalty: 2861.552002
	Iteration 18Q: 3 clusters Score -838516 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -838599.125000 Penalty: 2861.552002
	Iteration 19Q: 3 clusters Score -838599.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -838677.187500 Penalty: 2861.552002
	Iteration 20F: 3 clusters Score -838677.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -838756.312500 Penalty: 2861.552002
	Iteration 21Q: 3 clusters Score -838756.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -838836.187500 Penalty: 2861.552002
	Iteration 22Q: 3 clusters Score -838836.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -838899.875000 Penalty: 2861.552002
	Iteration 23Q: 3 clusters Score -838899.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -838942.937500 Penalty: 2861.552002
	Iteration 24Q: 3 clusters Score -838942.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -838985.875000 Penalty: 2861.552002
	Iteration 25Q: 3 clusters Score -838985.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -839019.625000 Penalty: 2861.552002
	Iteration 26Q: 3 clusters Score -839019.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -839054.062500 Penalty: 2861.552002
	Iteration 27Q: 3 clusters Score -839054.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -839080.937500 Penalty: 2861.552002
	Iteration 28Q: 3 clusters Score -839080.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -839104.062500 Penalty: 2861.552002
	Iteration 29Q: 3 clusters Score -839104.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -839131.000000 Penalty: 2861.552002
	Iteration 30Q: 3 clusters Score -839131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -839152.250000 Penalty: 2861.552002
	Iteration 31Q: 3 clusters Score -839152.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -839169.250000 Penalty: 2861.552002
	Iteration 32Q: 3 clusters Score -839169.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -839183.812500 Penalty: 2861.552002
	Iteration 33Q: 3 clusters Score -839183.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -839192.750000 Penalty: 2861.552002
	Iteration 34Q: 3 clusters Score -839192.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -839205.812500 Penalty: 2861.552002
	Iteration 35Q: 3 clusters Score -839205.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -839218.750000 Penalty: 2861.552002
	Iteration 36Q: 3 clusters Score -839218.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -839226.875000 Penalty: 2861.552002
	Iteration 37Q: 3 clusters Score -839226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -839228.625000 Penalty: 2861.552002
	Iteration 38Q: 3 clusters Score -839228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -839230.937500 Penalty: 2861.552002
	Iteration 39Q: 3 clusters Score -839230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -839232.000000 Penalty: 2861.552002
	Iteration 40F: 3 clusters Score -839232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Entering Unmasked Estep 
Score: -1829266.875000 Penalty: 1549.406982
	Iteration 0F: 2 clusters Score -1829267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1819682.500000 Penalty: 3098.813965
	Iteration 0F: 3 clusters Score -1819682 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1822924.875000 Penalty: 3098.813965
	Iteration 1F: 3 clusters Score -1822925 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1823158.375000 Penalty: 3098.813965
	Iteration 2Q: 3 clusters Score -1823158 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1823380.875000 Penalty: 3098.813965
	Iteration 3Q: 3 clusters Score -1823381 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1823588.750000 Penalty: 3098.813965
	Iteration 4Q: 3 clusters Score -1823589 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1823810.875000 Penalty: 3098.813965
	Iteration 5Q: 3 clusters Score -1823811 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1824078.500000 Penalty: 3098.813965
	Iteration 6Q: 3 clusters Score -1824078 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1824469.875000 Penalty: 3098.813965
	Iteration 7Q: 3 clusters Score -1824470 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1825007.625000 Penalty: 3098.813965
	Iteration 8F: 3 clusters Score -1825008 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1825725.125000 Penalty: 3098.813965
	Iteration 9F: 3 clusters Score -1825725 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1826471.125000 Penalty: 3098.813965
	Iteration 10F: 3 clusters Score -1826471 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1827046.125000 Penalty: 3098.813965
	Iteration 11Q: 3 clusters Score -1827046 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1827462.250000 Penalty: 3098.813965
	Iteration 12Q: 3 clusters Score -1827462 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1827655.250000 Penalty: 3098.813965
	Iteration 13Q: 3 clusters Score -1827655 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1827748.750000 Penalty: 3098.813965
	Iteration 14Q: 3 clusters Score -1827749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1827804.125000 Penalty: 3098.813965
	Iteration 15Q: 3 clusters Score -1827804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1827824.625000 Penalty: 3098.813965
	Iteration 16Q: 3 clusters Score -1827825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1827841.125000 Penalty: 3098.813965
	Iteration 17Q: 3 clusters Score -1827841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1827866.250000 Penalty: 3098.813965
	Iteration 18Q: 3 clusters Score -1827866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1827882.875000 Penalty: 3098.813965
	Iteration 19Q: 3 clusters Score -1827883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1827896.500000 Penalty: 3098.813965
	Iteration 20F: 3 clusters Score -1827896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1827909.375000 Penalty: 3098.813965
	Iteration 21Q: 3 clusters Score -1827909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1827919.125000 Penalty: 3098.813965
	Iteration 22Q: 3 clusters Score -1827919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1827935.250000 Penalty: 3098.813965
	Iteration 23Q: 3 clusters Score -1827935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1827940.625000 Penalty: 3098.813965
	Iteration 24Q: 3 clusters Score -1827941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1827940.625000 Penalty: 3098.813965
	Iteration 25F: 3 clusters Score -1827941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76407 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35348 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63079 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 20 contains 15604 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941012.000000 Penalty: 46280.550781
Iteration 119Q: 23 clusters Score -5.394101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76411 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35348 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63069 members 
Mstep: Class 19 contains 2394 members 
Mstep: Class 20 contains 15611 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941040.000000 Penalty: 46280.550781
Iteration 120F: 23 clusters Score -5.394104e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76419 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35348 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63060 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 20 contains 15614 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941008.000000 Penalty: 46280.550781
Iteration 121Q: 23 clusters Score -5.394101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76434 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35348 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63047 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 15616 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 13830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940988.000000 Penalty: 46280.550781
Iteration 122Q: 23 clusters Score -5.394099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76442 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35347 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63039 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 15619 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 13831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941000.000000 Penalty: 46280.550781
Iteration 123Q: 23 clusters Score -5.3941e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76443 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35347 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63036 members 
Mstep: Class 19 contains 2388 members 
Mstep: Class 20 contains 15622 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941052.000000 Penalty: 46280.550781
Iteration 124Q: 23 clusters Score -5.394105e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76447 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35348 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63026 members 
Mstep: Class 19 contains 2387 members 
Mstep: Class 20 contains 15629 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 13831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941060.000000 Penalty: 46280.550781
Iteration 125Q: 23 clusters Score -5.394106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76458 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 63010 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 15635 members 
Mstep: Class 21 contains 6667 members 
Mstep: Class 22 contains 13831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941064.000000 Penalty: 46280.550781
Iteration 126Q: 23 clusters Score -5.394106e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76468 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62996 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 20 contains 15643 members 
Mstep: Class 21 contains 6668 members 
Mstep: Class 22 contains 13831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941068.000000 Penalty: 46280.550781
Iteration 127Q: 23 clusters Score -5.394107e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76464 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62995 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 15649 members 
Mstep: Class 21 contains 6667 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941092.000000 Penalty: 46280.550781
Iteration 128Q: 23 clusters Score -5.394109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76462 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62992 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 15658 members 
Mstep: Class 21 contains 6664 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941104.000000 Penalty: 46280.550781
Iteration 129Q: 23 clusters Score -5.39411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76453 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62993 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 15668 members 
Mstep: Class 21 contains 6661 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941096.000000 Penalty: 46280.550781
Iteration 130Q: 23 clusters Score -5.39411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76452 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62988 members 
Mstep: Class 19 contains 2378 members 
Mstep: Class 20 contains 15677 members 
Mstep: Class 21 contains 6660 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941104.000000 Penalty: 46280.550781
Iteration 131Q: 23 clusters Score -5.39411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76451 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62983 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 15684 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941092.000000 Penalty: 46280.550781
Iteration 132Q: 23 clusters Score -5.394109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76448 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62979 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 15694 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941120.000000 Penalty: 46280.550781
Iteration 133Q: 23 clusters Score -5.394112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76442 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62979 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 15703 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941136.000000 Penalty: 46280.550781
Iteration 134Q: 23 clusters Score -5.394114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76440 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53169 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62974 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 15713 members 
Mstep: Class 21 contains 6661 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941104.000000 Penalty: 46280.550781
Iteration 135Q: 23 clusters Score -5.39411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76435 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53168 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62971 members 
Mstep: Class 19 contains 2366 members 
Mstep: Class 20 contains 15724 members 
Mstep: Class 21 contains 6660 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941116.000000 Penalty: 46280.550781
Iteration 136Q: 23 clusters Score -5.394112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76439 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53168 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62963 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 20 contains 15730 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941148.000000 Penalty: 46280.550781
Iteration 137Q: 23 clusters Score -5.394115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76442 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53168 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62959 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 15733 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941144.000000 Penalty: 46280.550781
Iteration 138Q: 23 clusters Score -5.394114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76444 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53168 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62953 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 15738 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941144.000000 Penalty: 46280.550781
Iteration 139Q: 23 clusters Score -5.394114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76444 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62951 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 15742 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941140.000000 Penalty: 46280.550781
Iteration 140F: 23 clusters Score -5.394114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76446 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62944 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 15747 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941112.000000 Penalty: 46280.550781
Iteration 141Q: 23 clusters Score -5.394111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76446 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62940 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 15751 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941124.000000 Penalty: 46280.550781
Iteration 142Q: 23 clusters Score -5.394112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76449 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62934 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 15755 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941144.000000 Penalty: 46280.550781
Iteration 143Q: 23 clusters Score -5.394114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76450 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62928 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 15759 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 13834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941112.000000 Penalty: 46280.550781
Iteration 144Q: 23 clusters Score -5.394111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76453 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62920 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 15761 members 
Mstep: Class 21 contains 6660 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941100.000000 Penalty: 46280.550781
Iteration 145Q: 23 clusters Score -5.39411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76453 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62916 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 15764 members 
Mstep: Class 21 contains 6661 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941096.000000 Penalty: 46280.550781
Iteration 146Q: 23 clusters Score -5.39411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76456 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62911 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 15765 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941096.000000 Penalty: 46280.550781
Iteration 147Q: 23 clusters Score -5.39411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76464 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62904 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 15765 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941116.000000 Penalty: 46280.550781
Iteration 148Q: 23 clusters Score -5.394112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76468 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62900 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 15766 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941092.000000 Penalty: 46280.550781
Iteration 149Q: 23 clusters Score -5.394109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76473 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62894 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941108.000000 Penalty: 46280.550781
Iteration 150Q: 23 clusters Score -5.394111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76476 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62890 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 15768 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941120.000000 Penalty: 46280.550781
Iteration 151Q: 23 clusters Score -5.394112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76477 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62889 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 15768 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941124.000000 Penalty: 46280.550781
Iteration 152Q: 23 clusters Score -5.394112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76478 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62888 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 15768 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941124.000000 Penalty: 46280.550781
Iteration 153Q: 23 clusters Score -5.394112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76478 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62888 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 15768 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941132.000000 Penalty: 46280.550781
Iteration 154Q: 23 clusters Score -5.394113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76476 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62890 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 15768 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941140.000000 Penalty: 46280.550781
Iteration 155Q: 23 clusters Score -5.394114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 15988 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 76476 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 53167 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 62890 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 15768 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941140.000000 Penalty: 46280.550781
Iteration 156F: 23 clusters Score -5.394114e+07 nChanged 0
Entering ConstructFrom: 
Score: -53941140.000000 Penalty: 46280.550781
Entering ConstructFrom: 
Trying to split cluster 1 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -302874.343750 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -302874.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -300502.093750 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -300502.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -301179.968750 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -301180 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -301484.062500 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -301484.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -301729.156250 Penalty: 2552.042725
	Iteration 3F: 3 clusters Score -301729.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -301948.218750 Penalty: 2552.042725
	Iteration 4F: 3 clusters Score -301948.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -302125.375000 Penalty: 2552.042725
	Iteration 5F: 3 clusters Score -302125.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -302282.031250 Penalty: 2552.042725
	Iteration 6Q: 3 clusters Score -302282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -302410.468750 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -302410.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -302510.531250 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -302510.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -302586.656250 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -302586.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -302652.906250 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -302652.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -302721.781250 Penalty: 2552.042725
	Iteration 11Q: 3 clusters Score -302721.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -302779.687500 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -302779.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -302813.843750 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -302813.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -302829.812500 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -302829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -302834.906250 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -302834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -302842.843750 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -302842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -302846.875000 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -302846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -302848.906250 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -302848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -302850.500000 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -302850.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -302851.843750 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -302851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -302854.125000 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -302854.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -302858.062500 Penalty: 2552.042725
	Iteration 22Q: 3 clusters Score -302858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -302860.875000 Penalty: 2552.042725
	Iteration 23Q: 3 clusters Score -302860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -302863.875000 Penalty: 2552.042725
	Iteration 24Q: 3 clusters Score -302863.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -302866.031250 Penalty: 2552.042725
	Iteration 25Q: 3 clusters Score -302866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -302867.156250 Penalty: 2552.042725
	Iteration 26Q: 3 clusters Score -302867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -302866.656250 Penalty: 2552.042725
	Iteration 27Q: 3 clusters Score -302866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -302866.656250 Penalty: 2552.042725
	Iteration 28F: 3 clusters Score -302866.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Entering Unmasked Estep 
Score: -1477793.375000 Penalty: 1523.066040
	Iteration 0F: 2 clusters Score -1477793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1469462.125000 Penalty: 3046.132080
	Iteration 0F: 3 clusters Score -1469462 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1472396.000000 Penalty: 3046.132080
	Iteration 1F: 3 clusters Score -1472396 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1472741.750000 Penalty: 3046.132080
	Iteration 2F: 3 clusters Score -1472742 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1473018.750000 Penalty: 3046.132080
	Iteration 3F: 3 clusters Score -1473019 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1473319.625000 Penalty: 3046.132080
	Iteration 4F: 3 clusters Score -1473320 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1473615.875000 Penalty: 3046.132080
	Iteration 5F: 3 clusters Score -1473616 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1473923.500000 Penalty: 3046.132080
	Iteration 6Q: 3 clusters Score -1473924 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1474266.500000 Penalty: 3046.132080
	Iteration 7Q: 3 clusters Score -1474266 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1474651.125000 Penalty: 3046.132080
	Iteration 8Q: 3 clusters Score -1474651 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1475136.625000 Penalty: 3046.132080
	Iteration 9Q: 3 clusters Score -1475137 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1475600.000000 Penalty: 3046.132080
	Iteration 10Q: 3 clusters Score -1475600 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1475949.625000 Penalty: 3046.132080
	Iteration 11Q: 3 clusters Score -1475950 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1476164.125000 Penalty: 3046.132080
	Iteration 12Q: 3 clusters Score -1476164 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1476306.125000 Penalty: 3046.132080
	Iteration 13Q: 3 clusters Score -1476306 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1476408.500000 Penalty: 3046.132080
	Iteration 14Q: 3 clusters Score -1476408 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1476470.875000 Penalty: 3046.132080
	Iteration 15Q: 3 clusters Score -1476471 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1476505.125000 Penalty: 3046.132080
	Iteration 16Q: 3 clusters Score -1476505 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1476548.250000 Penalty: 3046.132080
	Iteration 17Q: 3 clusters Score -1476548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1476572.125000 Penalty: 3046.132080
	Iteration 18Q: 3 clusters Score -1476572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1476592.000000 Penalty: 3046.132080
	Iteration 19Q: 3 clusters Score -1476592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1476607.250000 Penalty: 3046.132080
	Iteration 20F: 3 clusters Score -1476607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1476631.250000 Penalty: 3046.132080
	Iteration 21Q: 3 clusters Score -1476631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1476658.875000 Penalty: 3046.132080
	Iteration 22Q: 3 clusters Score -1476659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1476726.125000 Penalty: 3046.132080
	Iteration 23Q: 3 clusters Score -1476726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1476812.875000 Penalty: 3046.132080
	Iteration 24Q: 3 clusters Score -1476813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1476887.000000 Penalty: 3046.132080
	Iteration 25Q: 3 clusters Score -1476887 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1476938.625000 Penalty: 3046.132080
	Iteration 26Q: 3 clusters Score -1476939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1476988.875000 Penalty: 3046.132080
	Iteration 27Q: 3 clusters Score -1476989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1477038.125000 Penalty: 3046.132080
	Iteration 28Q: 3 clusters Score -1477038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1477055.875000 Penalty: 3046.132080
	Iteration 29Q: 3 clusters Score -1477056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1477066.375000 Penalty: 3046.132080
	Iteration 30Q: 3 clusters Score -1477066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1477073.375000 Penalty: 3046.132080
	Iteration 31Q: 3 clusters Score -1477073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1477078.875000 Penalty: 3046.132080
	Iteration 32Q: 3 clusters Score -1477079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1477083.500000 Penalty: 3046.132080
	Iteration 33Q: 3 clusters Score -1477084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1477082.875000 Penalty: 3046.132080
	Iteration 34Q: 3 clusters Score -1477083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1477082.875000 Penalty: 3046.132080
	Iteration 35Q: 3 clusters Score -1477083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1477086.000000 Penalty: 3046.132080
	Iteration 36Q: 3 clusters Score -1477086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1477086.750000 Penalty: 3046.132080
	Iteration 37Q: 3 clusters Score -1477087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1477088.875000 Penalty: 3046.132080
	Iteration 38Q: 3 clusters Score -1477089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1477086.375000 Penalty: 3046.132080
	Iteration 39Q: 3 clusters Score -1477086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1477086.375000 Penalty: 3046.132080
	Iteration 40F: 3 clusters Score -1477086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -30111.142578 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -30111.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29365.560547 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -29365.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29757.291016 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -29757.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29865.185547 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -29865.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29924.095703 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -29924.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -29978.744141 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -29978.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30019.750000 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -30019.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -30032.484375 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -30032.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -30035.871094 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -30035.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -30042.281250 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -30042.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -30042.281250 Penalty: 1868.552734
	Iteration 9F: 3 clusters Score -30042.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -133751.125000 Penalty: 1142.944824
	Iteration 0F: 2 clusters Score -133751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132243.390625 Penalty: 2285.889648
	Iteration 0F: 3 clusters Score -132243.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132532.500000 Penalty: 2285.889648
	Iteration 1F: 3 clusters Score -132532.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132614.171875 Penalty: 2285.889648
	Iteration 2F: 3 clusters Score -132614.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132661.671875 Penalty: 2285.889648
	Iteration 3Q: 3 clusters Score -132661.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -132688.250000 Penalty: 2285.889648
	Iteration 4Q: 3 clusters Score -132688.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -132707.328125 Penalty: 2285.889648
	Iteration 5Q: 3 clusters Score -132707.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -132720.531250 Penalty: 2285.889648
	Iteration 6Q: 3 clusters Score -132720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -132734.156250 Penalty: 2285.889648
	Iteration 7Q: 3 clusters Score -132734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -132745.375000 Penalty: 2285.889648
	Iteration 8Q: 3 clusters Score -132745.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132753.218750 Penalty: 2285.889648
	Iteration 9Q: 3 clusters Score -132753.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132761.281250 Penalty: 2285.889648
	Iteration 10Q: 3 clusters Score -132761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -132771.515625 Penalty: 2285.889648
	Iteration 11Q: 3 clusters Score -132771.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132783.125000 Penalty: 2285.889648
	Iteration 12Q: 3 clusters Score -132783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -132791.531250 Penalty: 2285.889648
	Iteration 13Q: 3 clusters Score -132791.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -132798.015625 Penalty: 2285.889648
	Iteration 14Q: 3 clusters Score -132798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -132803.203125 Penalty: 2285.889648
	Iteration 15Q: 3 clusters Score -132803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132811.828125 Penalty: 2285.889648
	Iteration 16Q: 3 clusters Score -132811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132818.156250 Penalty: 2285.889648
	Iteration 17Q: 3 clusters Score -132818.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132823.046875 Penalty: 2285.889648
	Iteration 18Q: 3 clusters Score -132823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132824.796875 Penalty: 2285.889648
	Iteration 19Q: 3 clusters Score -132824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132826.062500 Penalty: 2285.889648
	Iteration 20F: 3 clusters Score -132826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132826.953125 Penalty: 2285.889648
	Iteration 21Q: 3 clusters Score -132827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132827.109375 Penalty: 2285.889648
	Iteration 22Q: 3 clusters Score -132827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132827.109375 Penalty: 2285.889648
	Iteration 23F: 3 clusters Score -132827.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Entering Unmasked Estep 
Score: -2114450.250000 Penalty: 1572.934082
	Iteration 0F: 2 clusters Score -2114450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2103369.000000 Penalty: 3145.868164
	Iteration 0F: 3 clusters Score -2103369 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2107283.000000 Penalty: 3145.868164
	Iteration 1F: 3 clusters Score -2107283 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2107618.750000 Penalty: 3145.868164
	Iteration 2F: 3 clusters Score -2107619 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2107932.000000 Penalty: 3145.868164
	Iteration 3Q: 3 clusters Score -2107932 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2108294.250000 Penalty: 3145.868164
	Iteration 4Q: 3 clusters Score -2108294 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2108687.250000 Penalty: 3145.868164
	Iteration 5F: 3 clusters Score -2108687 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2109084.250000 Penalty: 3145.868164
	Iteration 6Q: 3 clusters Score -2109084 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2109522.000000 Penalty: 3145.868164
	Iteration 7F: 3 clusters Score -2109522 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2110010.750000 Penalty: 3145.868164
	Iteration 8F: 3 clusters Score -2110011 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2110475.750000 Penalty: 3145.868164
	Iteration 9Q: 3 clusters Score -2110476 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2110888.750000 Penalty: 3145.868164
	Iteration 10Q: 3 clusters Score -2110889 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2111288.000000 Penalty: 3145.868164
	Iteration 11Q: 3 clusters Score -2111288 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2111607.000000 Penalty: 3145.868164
	Iteration 12Q: 3 clusters Score -2111607 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2111894.750000 Penalty: 3145.868164
	Iteration 13Q: 3 clusters Score -2111895 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2112131.000000 Penalty: 3145.868164
	Iteration 14Q: 3 clusters Score -2112131 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2112318.750000 Penalty: 3145.868164
	Iteration 15Q: 3 clusters Score -2112319 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2112438.250000 Penalty: 3145.868164
	Iteration 16Q: 3 clusters Score -2112438 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2112525.500000 Penalty: 3145.868164
	Iteration 17Q: 3 clusters Score -2112526 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2112593.000000 Penalty: 3145.868164
	Iteration 18Q: 3 clusters Score -2112593 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2112649.250000 Penalty: 3145.868164
	Iteration 19Q: 3 clusters Score -2112649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2112698.000000 Penalty: 3145.868164
	Iteration 20F: 3 clusters Score -2112698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2112737.000000 Penalty: 3145.868164
	Iteration 21Q: 3 clusters Score -2112737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2112778.500000 Penalty: 3145.868164
	Iteration 22Q: 3 clusters Score -2112778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2112807.750000 Penalty: 3145.868164
	Iteration 23Q: 3 clusters Score -2112808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2112840.250000 Penalty: 3145.868164
	Iteration 24Q: 3 clusters Score -2112840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2112873.750000 Penalty: 3145.868164
	Iteration 25Q: 3 clusters Score -2112874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2112888.500000 Penalty: 3145.868164
	Iteration 26Q: 3 clusters Score -2112888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2112904.500000 Penalty: 3145.868164
	Iteration 27Q: 3 clusters Score -2112904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2112931.500000 Penalty: 3145.868164
	Iteration 28Q: 3 clusters Score -2112932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2112947.000000 Penalty: 3145.868164
	Iteration 29Q: 3 clusters Score -2112947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2112959.000000 Penalty: 3145.868164
	Iteration 30Q: 3 clusters Score -2112959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2112970.250000 Penalty: 3145.868164
	Iteration 31Q: 3 clusters Score -2112970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2112981.750000 Penalty: 3145.868164
	Iteration 32Q: 3 clusters Score -2112982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2112989.250000 Penalty: 3145.868164
	Iteration 33Q: 3 clusters Score -2112989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2112997.000000 Penalty: 3145.868164
	Iteration 34Q: 3 clusters Score -2112997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2113002.000000 Penalty: 3145.868164
	Iteration 35Q: 3 clusters Score -2113002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2113002.250000 Penalty: 3145.868164
	Iteration 36Q: 3 clusters Score -2113002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2113012.500000 Penalty: 3145.868164
	Iteration 37Q: 3 clusters Score -2113012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2113015.750000 Penalty: 3145.868164
	Iteration 38Q: 3 clusters Score -2113016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2113024.250000 Penalty: 3145.868164
	Iteration 39Q: 3 clusters Score -2113024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2113028.250000 Penalty: 3145.868164
	Iteration 40F: 3 clusters Score -2113028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2113036.250000 Penalty: 3145.868164
	Iteration 41Q: 3 clusters Score -2113036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2113032.750000 Penalty: 3145.868164
	Iteration 42Q: 3 clusters Score -2113033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2113037.000000 Penalty: 3145.868164
	Iteration 43Q: 3 clusters Score -2113037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2113042.750000 Penalty: 3145.868164
	Iteration 44Q: 3 clusters Score -2113043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2113045.250000 Penalty: 3145.868164
	Iteration 45Q: 3 clusters Score -2113045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2113048.250000 Penalty: 3145.868164
	Iteration 46Q: 3 clusters Score -2113048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2113051.750000 Penalty: 3145.868164
	Iteration 47Q: 3 clusters Score -2113052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2113053.250000 Penalty: 3145.868164
	Iteration 48Q: 3 clusters Score -2113053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2113054.500000 Penalty: 3145.868164
	Iteration 49Q: 3 clusters Score -2113054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2113060.250000 Penalty: 3145.868164
	Iteration 50Q: 3 clusters Score -2113060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2113064.000000 Penalty: 3145.868164
	Iteration 51Q: 3 clusters Score -2113064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2113067.000000 Penalty: 3145.868164
	Iteration 52Q: 3 clusters Score -2113067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2113070.250000 Penalty: 3145.868164
	Iteration 53Q: 3 clusters Score -2113070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2113070.750000 Penalty: 3145.868164
	Iteration 54Q: 3 clusters Score -2113071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2113072.000000 Penalty: 3145.868164
	Iteration 55Q: 3 clusters Score -2113072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2113072.250000 Penalty: 3145.868164
	Iteration 56Q: 3 clusters Score -2113072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2113071.000000 Penalty: 3145.868164
	Iteration 57Q: 3 clusters Score -2113071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2113073.000000 Penalty: 3145.868164
	Iteration 58Q: 3 clusters Score -2113073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2113073.000000 Penalty: 3145.868164
	Iteration 59F: 3 clusters Score -2113073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Entering Unmasked Estep 
Score: -2667874.500000 Penalty: 1610.643799
	Iteration 0F: 2 clusters Score -2667874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2654078.250000 Penalty: 3221.287598
	Iteration 0F: 3 clusters Score -2654078 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2658979.000000 Penalty: 3221.287598
	Iteration 1F: 3 clusters Score -2658979 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2659348.750000 Penalty: 3221.287598
	Iteration 2Q: 3 clusters Score -2659349 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2659711.000000 Penalty: 3221.287598
	Iteration 3Q: 3 clusters Score -2659711 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2660124.250000 Penalty: 3221.287598
	Iteration 4Q: 3 clusters Score -2660124 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2660754.750000 Penalty: 3221.287598
	Iteration 5F: 3 clusters Score -2660755 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2661661.750000 Penalty: 3221.287598
	Iteration 6F: 3 clusters Score -2661662 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2662859.500000 Penalty: 3221.287598
	Iteration 7F: 3 clusters Score -2662860 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2664127.250000 Penalty: 3221.287598
	Iteration 8F: 3 clusters Score -2664127 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2665243.500000 Penalty: 3221.287598
	Iteration 9F: 3 clusters Score -2665244 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2665894.250000 Penalty: 3221.287598
	Iteration 10Q: 3 clusters Score -2665894 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2666208.500000 Penalty: 3221.287598
	Iteration 11Q: 3 clusters Score -2666208 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2666342.000000 Penalty: 3221.287598
	Iteration 12Q: 3 clusters Score -2666342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2666415.250000 Penalty: 3221.287598
	Iteration 13Q: 3 clusters Score -2666415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2666458.000000 Penalty: 3221.287598
	Iteration 14Q: 3 clusters Score -2666458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2666480.750000 Penalty: 3221.287598
	Iteration 15Q: 3 clusters Score -2666481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2666491.750000 Penalty: 3221.287598
	Iteration 16Q: 3 clusters Score -2666492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2666497.250000 Penalty: 3221.287598
	Iteration 17Q: 3 clusters Score -2666497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2666500.500000 Penalty: 3221.287598
	Iteration 18Q: 3 clusters Score -2666500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2666499.000000 Penalty: 3221.287598
	Iteration 19Q: 3 clusters Score -2666499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2666500.750000 Penalty: 3221.287598
	Iteration 20F: 3 clusters Score -2666501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2666501.500000 Penalty: 3221.287598
	Iteration 21Q: 3 clusters Score -2666502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2666504.250000 Penalty: 3221.287598
	Iteration 22Q: 3 clusters Score -2666504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2666503.500000 Penalty: 3221.287598
	Iteration 23Q: 3 clusters Score -2666504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2666505.750000 Penalty: 3221.287598
	Iteration 24Q: 3 clusters Score -2666506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2666510.000000 Penalty: 3221.287598
	Iteration 25Q: 3 clusters Score -2666510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2666514.000000 Penalty: 3221.287598
	Iteration 26Q: 3 clusters Score -2666514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2666519.500000 Penalty: 3221.287598
	Iteration 27Q: 3 clusters Score -2666520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2666524.000000 Penalty: 3221.287598
	Iteration 28Q: 3 clusters Score -2666524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2666529.750000 Penalty: 3221.287598
	Iteration 29Q: 3 clusters Score -2666530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2666531.750000 Penalty: 3221.287598
	Iteration 30Q: 3 clusters Score -2666532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2666531.750000 Penalty: 3221.287598
	Iteration 31F: 3 clusters Score -2666532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Entering Unmasked Estep 
Score: -954813.625000 Penalty: 1444.736450
	Iteration 0F: 2 clusters Score -954813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -949377.125000 Penalty: 2889.472900
	Iteration 0F: 3 clusters Score -949377.1 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -950947.312500 Penalty: 2889.472900
	Iteration 1F: 3 clusters Score -950947.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -951126.687500 Penalty: 2889.472900
	Iteration 2F: 3 clusters Score -951126.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -951271.625000 Penalty: 2889.472900
	Iteration 3Q: 3 clusters Score -951271.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -951404.875000 Penalty: 2889.472900
	Iteration 4Q: 3 clusters Score -951404.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -951531.875000 Penalty: 2889.472900
	Iteration 5Q: 3 clusters Score -951531.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -951659.750000 Penalty: 2889.472900
	Iteration 6Q: 3 clusters Score -951659.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -951792.250000 Penalty: 2889.472900
	Iteration 7Q: 3 clusters Score -951792.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -951952.500000 Penalty: 2889.472900
	Iteration 8Q: 3 clusters Score -951952.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -952160.687500 Penalty: 2889.472900
	Iteration 9Q: 3 clusters Score -952160.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -952404.125000 Penalty: 2889.472900
	Iteration 10Q: 3 clusters Score -952404.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -952725.187500 Penalty: 2889.472900
	Iteration 11F: 3 clusters Score -952725.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -953026.250000 Penalty: 2889.472900
	Iteration 12Q: 3 clusters Score -953026.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -953230.437500 Penalty: 2889.472900
	Iteration 13Q: 3 clusters Score -953230.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -953366.812500 Penalty: 2889.472900
	Iteration 14Q: 3 clusters Score -953366.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -953448.500000 Penalty: 2889.472900
	Iteration 15Q: 3 clusters Score -953448.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -953506.562500 Penalty: 2889.472900
	Iteration 16Q: 3 clusters Score -953506.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -953540.250000 Penalty: 2889.472900
	Iteration 17Q: 3 clusters Score -953540.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -953557.375000 Penalty: 2889.472900
	Iteration 18Q: 3 clusters Score -953557.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -953575.625000 Penalty: 2889.472900
	Iteration 19Q: 3 clusters Score -953575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -953592.375000 Penalty: 2889.472900
	Iteration 20F: 3 clusters Score -953592.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -953601.062500 Penalty: 2889.472900
	Iteration 21Q: 3 clusters Score -953601.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -953606.625000 Penalty: 2889.472900
	Iteration 22Q: 3 clusters Score -953606.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -953610.937500 Penalty: 2889.472900
	Iteration 23Q: 3 clusters Score -953610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -953612.625000 Penalty: 2889.472900
	Iteration 24Q: 3 clusters Score -953612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -953613.437500 Penalty: 2889.472900
	Iteration 25Q: 3 clusters Score -953613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -953614.312500 Penalty: 2889.472900
	Iteration 26Q: 3 clusters Score -953614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -953617.625000 Penalty: 2889.472900
	Iteration 27Q: 3 clusters Score -953617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -953617.625000 Penalty: 2889.472900
	Iteration 28F: 3 clusters Score -953617.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Entering Unmasked Estep 
Score: -8221598.500000 Penalty: 1793.896606
	Iteration 0F: 2 clusters Score -8221598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -8180702.000000 Penalty: 3587.793213
	Iteration 0F: 3 clusters Score -8180702 nChanged 29501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -8197491.000000 Penalty: 3587.793213
	Iteration 1F: 3 clusters Score -8197491 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -8198042.500000 Penalty: 3587.793213
	Iteration 2Q: 3 clusters Score -8198042 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -8198786.500000 Penalty: 3587.793213
	Iteration 3Q: 3 clusters Score -8198786 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -8199986.000000 Penalty: 3587.793213
	Iteration 4Q: 3 clusters Score -8199986 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -8202062.000000 Penalty: 3587.793213
	Iteration 5F: 3 clusters Score -8202062 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -8205277.000000 Penalty: 3587.793213
	Iteration 6F: 3 clusters Score -8205277 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -8209592.500000 Penalty: 3587.793213
	Iteration 7F: 3 clusters Score -8209592 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -8213966.500000 Penalty: 3587.793213
	Iteration 8F: 3 clusters Score -8213966 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -8217016.000000 Penalty: 3587.793213
	Iteration 9F: 3 clusters Score -8217016 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8218649.500000 Penalty: 3587.793213
	Iteration 10Q: 3 clusters Score -8218650 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8219416.500000 Penalty: 3587.793213
	Iteration 11Q: 3 clusters Score -8219416 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8219793.000000 Penalty: 3587.793213
	Iteration 12Q: 3 clusters Score -8219793 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8219903.500000 Penalty: 3587.793213
	Iteration 13Q: 3 clusters Score -8219904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8219979.000000 Penalty: 3587.793213
	Iteration 14Q: 3 clusters Score -8219979 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8220041.000000 Penalty: 3587.793213
	Iteration 15Q: 3 clusters Score -8220041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8220075.000000 Penalty: 3587.793213
	Iteration 16Q: 3 clusters Score -8220075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8220087.500000 Penalty: 3587.793213
	Iteration 17Q: 3 clusters Score -8220088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8220089.000000 Penalty: 3587.793213
	Iteration 18Q: 3 clusters Score -8220089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8220098.500000 Penalty: 3587.793213
	Iteration 19Q: 3 clusters Score -8220098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8220102.000000 Penalty: 3587.793213
	Iteration 20F: 3 clusters Score -8220102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8220106.000000 Penalty: 3587.793213
	Iteration 21Q: 3 clusters Score -8220106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8220106.000000 Penalty: 3587.793213
	Iteration 22F: 3 clusters Score -8220106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -240522.125000 Penalty: 1221.861816
	Iteration 0F: 2 clusters Score -240522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -238509.953125 Penalty: 2443.723633
	Iteration 0F: 3 clusters Score -238510 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -238955.015625 Penalty: 2443.723633
	Iteration 1F: 3 clusters Score -238955 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -239060.453125 Penalty: 2443.723633
	Iteration 2F: 3 clusters Score -239060.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -239110.812500 Penalty: 2443.723633
	Iteration 3Q: 3 clusters Score -239110.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -239138.218750 Penalty: 2443.723633
	Iteration 4Q: 3 clusters Score -239138.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -239153.656250 Penalty: 2443.723633
	Iteration 5Q: 3 clusters Score -239153.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -239162.546875 Penalty: 2443.723633
	Iteration 6Q: 3 clusters Score -239162.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -239171.484375 Penalty: 2443.723633
	Iteration 7Q: 3 clusters Score -239171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -239176.500000 Penalty: 2443.723633
	Iteration 8Q: 3 clusters Score -239176.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -239180.093750 Penalty: 2443.723633
	Iteration 9Q: 3 clusters Score -239180.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -239183.750000 Penalty: 2443.723633
	Iteration 10Q: 3 clusters Score -239183.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -239186.625000 Penalty: 2443.723633
	Iteration 11Q: 3 clusters Score -239186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -239188.328125 Penalty: 2443.723633
	Iteration 12Q: 3 clusters Score -239188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -239189.671875 Penalty: 2443.723633
	Iteration 13Q: 3 clusters Score -239189.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -239191.953125 Penalty: 2443.723633
	Iteration 14Q: 3 clusters Score -239192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -239193.250000 Penalty: 2443.723633
	Iteration 15Q: 3 clusters Score -239193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -239193.250000 Penalty: 2443.723633
	Iteration 16F: 3 clusters Score -239193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Entering Unmasked Estep 
Score: -1615526.875000 Penalty: 1537.504517
	Iteration 0F: 2 clusters Score -1615527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1606600.875000 Penalty: 3075.009033
	Iteration 0F: 3 clusters Score -1606601 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1609544.000000 Penalty: 3075.009033
	Iteration 1F: 3 clusters Score -1609544 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1609808.875000 Penalty: 3075.009033
	Iteration 2F: 3 clusters Score -1609809 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1610002.500000 Penalty: 3075.009033
	Iteration 3Q: 3 clusters Score -1610002 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1610180.625000 Penalty: 3075.009033
	Iteration 4Q: 3 clusters Score -1610181 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1610364.375000 Penalty: 3075.009033
	Iteration 5Q: 3 clusters Score -1610364 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1610553.750000 Penalty: 3075.009033
	Iteration 6Q: 3 clusters Score -1610554 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1610811.500000 Penalty: 3075.009033
	Iteration 7Q: 3 clusters Score -1610812 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1611163.000000 Penalty: 3075.009033
	Iteration 8Q: 3 clusters Score -1611163 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1611586.125000 Penalty: 3075.009033
	Iteration 9F: 3 clusters Score -1611586 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1612087.250000 Penalty: 3075.009033
	Iteration 10F: 3 clusters Score -1612087 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1612663.625000 Penalty: 3075.009033
	Iteration 11F: 3 clusters Score -1612664 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1613216.875000 Penalty: 3075.009033
	Iteration 12Q: 3 clusters Score -1613217 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1613639.625000 Penalty: 3075.009033
	Iteration 13Q: 3 clusters Score -1613640 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1613870.875000 Penalty: 3075.009033
	Iteration 14Q: 3 clusters Score -1613871 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1614000.750000 Penalty: 3075.009033
	Iteration 15Q: 3 clusters Score -1614001 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1614079.625000 Penalty: 3075.009033
	Iteration 16Q: 3 clusters Score -1614080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1614135.625000 Penalty: 3075.009033
	Iteration 17Q: 3 clusters Score -1614136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1614160.875000 Penalty: 3075.009033
	Iteration 18Q: 3 clusters Score -1614161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1614181.625000 Penalty: 3075.009033
	Iteration 19Q: 3 clusters Score -1614182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1614194.625000 Penalty: 3075.009033
	Iteration 20F: 3 clusters Score -1614195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1614199.500000 Penalty: 3075.009033
	Iteration 21Q: 3 clusters Score -1614200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1614204.000000 Penalty: 3075.009033
	Iteration 22Q: 3 clusters Score -1614204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1614210.000000 Penalty: 3075.009033
	Iteration 23Q: 3 clusters Score -1614210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1614215.875000 Penalty: 3075.009033
	Iteration 24Q: 3 clusters Score -1614216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1614216.875000 Penalty: 3075.009033
	Iteration 25Q: 3 clusters Score -1614217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1614217.000000 Penalty: 3075.009033
	Iteration 26Q: 3 clusters Score -1614217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1614219.625000 Penalty: 3075.009033
	Iteration 27Q: 3 clusters Score -1614220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1614220.375000 Penalty: 3075.009033
	Iteration 28Q: 3 clusters Score -1614220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1614223.875000 Penalty: 3075.009033
	Iteration 29Q: 3 clusters Score -1614224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1614224.625000 Penalty: 3075.009033
	Iteration 30Q: 3 clusters Score -1614225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1614226.500000 Penalty: 3075.009033
	Iteration 31Q: 3 clusters Score -1614226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1614228.375000 Penalty: 3075.009033
	Iteration 32Q: 3 clusters Score -1614228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1614229.500000 Penalty: 3075.009033
	Iteration 33Q: 3 clusters Score -1614230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1614229.250000 Penalty: 3075.009033
	Iteration 34Q: 3 clusters Score -1614229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1614232.000000 Penalty: 3075.009033
	Iteration 35Q: 3 clusters Score -1614232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1614231.500000 Penalty: 3075.009033
	Iteration 36Q: 3 clusters Score -1614232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1614234.750000 Penalty: 3075.009033
	Iteration 37Q: 3 clusters Score -1614235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1614234.875000 Penalty: 3075.009033
	Iteration 38Q: 3 clusters Score -1614235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1614234.375000 Penalty: 3075.009033
	Iteration 39Q: 3 clusters Score -1614234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1614234.375000 Penalty: 3075.009033
	Iteration 40F: 3 clusters Score -1614234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Entering Unmasked Estep 
Score: -10122417.000000 Penalty: 1827.268921
	Iteration 0F: 2 clusters Score -1.012242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -10073957.000000 Penalty: 3654.537842
	Iteration 0F: 3 clusters Score -1.007396e+07 nChanged 36235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -10094905.000000 Penalty: 3654.537842
	Iteration 1F: 3 clusters Score -1.00949e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -10095601.000000 Penalty: 3654.537842
	Iteration 2Q: 3 clusters Score -1.00956e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -10096720.000000 Penalty: 3654.537842
	Iteration 3Q: 3 clusters Score -1.009672e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -10097961.000000 Penalty: 3654.537842
	Iteration 4Q: 3 clusters Score -1.009796e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -10099652.000000 Penalty: 3654.537842
	Iteration 5F: 3 clusters Score -1.009965e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -10101562.000000 Penalty: 3654.537842
	Iteration 6F: 3 clusters Score -1.010156e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -10103837.000000 Penalty: 3654.537842
	Iteration 7F: 3 clusters Score -1.010384e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -10106132.000000 Penalty: 3654.537842
	Iteration 8F: 3 clusters Score -1.010613e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -10108555.000000 Penalty: 3654.537842
	Iteration 9F: 3 clusters Score -1.010856e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -10110903.000000 Penalty: 3654.537842
	Iteration 10Q: 3 clusters Score -1.01109e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -10113042.000000 Penalty: 3654.537842
	Iteration 11Q: 3 clusters Score -1.011304e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -10115139.000000 Penalty: 3654.537842
	Iteration 12Q: 3 clusters Score -1.011514e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -10116830.000000 Penalty: 3654.537842
	Iteration 13Q: 3 clusters Score -1.011683e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -10118094.000000 Penalty: 3654.537842
	Iteration 14Q: 3 clusters Score -1.011809e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -10118921.000000 Penalty: 3654.537842
	Iteration 15Q: 3 clusters Score -1.011892e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -10119438.000000 Penalty: 3654.537842
	Iteration 16Q: 3 clusters Score -1.011944e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -10119788.000000 Penalty: 3654.537842
	Iteration 17Q: 3 clusters Score -1.011979e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10119965.000000 Penalty: 3654.537842
	Iteration 18Q: 3 clusters Score -1.011996e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -10120117.000000 Penalty: 3654.537842
	Iteration 19Q: 3 clusters Score -1.012012e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -10120221.000000 Penalty: 3654.537842
	Iteration 20F: 3 clusters Score -1.012022e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10120304.000000 Penalty: 3654.537842
	Iteration 21Q: 3 clusters Score -1.01203e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -10120393.000000 Penalty: 3654.537842
	Iteration 22Q: 3 clusters Score -1.012039e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10120480.000000 Penalty: 3654.537842
	Iteration 23Q: 3 clusters Score -1.012048e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74948 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -10120538.000000 Penalty: 3654.537842
	Iteration 24Q: 3 clusters Score -1.012054e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10120565.000000 Penalty: 3654.537842
	Iteration 25Q: 3 clusters Score -1.012056e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10120593.000000 Penalty: 3654.537842
	Iteration 26Q: 3 clusters Score -1.012059e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10120633.000000 Penalty: 3654.537842
	Iteration 27Q: 3 clusters Score -1.012063e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10120662.000000 Penalty: 3654.537842
	Iteration 28Q: 3 clusters Score -1.012066e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10120714.000000 Penalty: 3654.537842
	Iteration 29Q: 3 clusters Score -1.012071e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10120732.000000 Penalty: 3654.537842
	Iteration 30Q: 3 clusters Score -1.012073e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10120747.000000 Penalty: 3654.537842
	Iteration 31Q: 3 clusters Score -1.012075e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10120764.000000 Penalty: 3654.537842
	Iteration 32Q: 3 clusters Score -1.012076e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10120784.000000 Penalty: 3654.537842
	Iteration 33Q: 3 clusters Score -1.012078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10120799.000000 Penalty: 3654.537842
	Iteration 34Q: 3 clusters Score -1.01208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10120806.000000 Penalty: 3654.537842
	Iteration 35Q: 3 clusters Score -1.012081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10120806.000000 Penalty: 3654.537842
	Iteration 36Q: 3 clusters Score -1.012081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10120809.000000 Penalty: 3654.537842
	Iteration 37Q: 3 clusters Score -1.012081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10120810.000000 Penalty: 3654.537842
	Iteration 38Q: 3 clusters Score -1.012081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10120819.000000 Penalty: 3654.537842
	Iteration 39Q: 3 clusters Score -1.012082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10120824.000000 Penalty: 3654.537842
	Iteration 40F: 3 clusters Score -1.012082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10120815.000000 Penalty: 3654.537842
	Iteration 41Q: 3 clusters Score -1.012082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10120824.000000 Penalty: 3654.537842
	Iteration 42Q: 3 clusters Score -1.012082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10120821.000000 Penalty: 3654.537842
	Iteration 43Q: 3 clusters Score -1.012082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10120831.000000 Penalty: 3654.537842
	Iteration 44Q: 3 clusters Score -1.012083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10120826.000000 Penalty: 3654.537842
	Iteration 45Q: 3 clusters Score -1.012083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10120824.000000 Penalty: 3654.537842
	Iteration 46Q: 3 clusters Score -1.012082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10120820.000000 Penalty: 3654.537842
	Iteration 47Q: 3 clusters Score -1.012082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10120821.000000 Penalty: 3654.537842
	Iteration 48Q: 3 clusters Score -1.012082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10120823.000000 Penalty: 3654.537842
	Iteration 49Q: 3 clusters Score -1.012082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10120823.000000 Penalty: 3654.537842
	Iteration 50F: 3 clusters Score -1.012082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -259457.375000 Penalty: 1232.773071
	Iteration 0F: 2 clusters Score -259457.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -257382.265625 Penalty: 2465.546143
	Iteration 0F: 3 clusters Score -257382.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -257797.000000 Penalty: 2465.546143
	Iteration 1F: 3 clusters Score -257797 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -257891.421875 Penalty: 2465.546143
	Iteration 2F: 3 clusters Score -257891.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -257942.437500 Penalty: 2465.546143
	Iteration 3Q: 3 clusters Score -257942.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -257976.812500 Penalty: 2465.546143
	Iteration 4Q: 3 clusters Score -257976.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -257998.296875 Penalty: 2465.546143
	Iteration 5Q: 3 clusters Score -257998.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -258017.296875 Penalty: 2465.546143
	Iteration 6Q: 3 clusters Score -258017.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -258032.093750 Penalty: 2465.546143
	Iteration 7Q: 3 clusters Score -258032.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258039.171875 Penalty: 2465.546143
	Iteration 8Q: 3 clusters Score -258039.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -258045.156250 Penalty: 2465.546143
	Iteration 9Q: 3 clusters Score -258045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -258049.453125 Penalty: 2465.546143
	Iteration 10Q: 3 clusters Score -258049.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -258051.750000 Penalty: 2465.546143
	Iteration 11Q: 3 clusters Score -258051.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -258055.546875 Penalty: 2465.546143
	Iteration 12Q: 3 clusters Score -258055.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -258059.046875 Penalty: 2465.546143
	Iteration 13Q: 3 clusters Score -258059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -258064.484375 Penalty: 2465.546143
	Iteration 14Q: 3 clusters Score -258064.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -258071.625000 Penalty: 2465.546143
	Iteration 15Q: 3 clusters Score -258071.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -258078.828125 Penalty: 2465.546143
	Iteration 16Q: 3 clusters Score -258078.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -258086.812500 Penalty: 2465.546143
	Iteration 17Q: 3 clusters Score -258086.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -258095.750000 Penalty: 2465.546143
	Iteration 18Q: 3 clusters Score -258095.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -258107.593750 Penalty: 2465.546143
	Iteration 19Q: 3 clusters Score -258107.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -258116.046875 Penalty: 2465.546143
	Iteration 20F: 3 clusters Score -258116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -258122.703125 Penalty: 2465.546143
	Iteration 21Q: 3 clusters Score -258122.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -258135.312500 Penalty: 2465.546143
	Iteration 22Q: 3 clusters Score -258135.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -258141.546875 Penalty: 2465.546143
	Iteration 23Q: 3 clusters Score -258141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -258146.531250 Penalty: 2465.546143
	Iteration 24Q: 3 clusters Score -258146.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -258153.156250 Penalty: 2465.546143
	Iteration 25Q: 3 clusters Score -258153.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -258158.687500 Penalty: 2465.546143
	Iteration 26Q: 3 clusters Score -258158.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -258164.578125 Penalty: 2465.546143
	Iteration 27Q: 3 clusters Score -258164.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -258169.609375 Penalty: 2465.546143
	Iteration 28Q: 3 clusters Score -258169.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -258175.812500 Penalty: 2465.546143
	Iteration 29Q: 3 clusters Score -258175.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -258185.015625 Penalty: 2465.546143
	Iteration 30Q: 3 clusters Score -258185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -258196.187500 Penalty: 2465.546143
	Iteration 31Q: 3 clusters Score -258196.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -258206.375000 Penalty: 2465.546143
	Iteration 32Q: 3 clusters Score -258206.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -258216.515625 Penalty: 2465.546143
	Iteration 33Q: 3 clusters Score -258216.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -258226.796875 Penalty: 2465.546143
	Iteration 34Q: 3 clusters Score -258226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -258237.671875 Penalty: 2465.546143
	Iteration 35Q: 3 clusters Score -258237.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -258253.921875 Penalty: 2465.546143
	Iteration 36Q: 3 clusters Score -258253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -258263.781250 Penalty: 2465.546143
	Iteration 37Q: 3 clusters Score -258263.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -258271.937500 Penalty: 2465.546143
	Iteration 38Q: 3 clusters Score -258271.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -258278.750000 Penalty: 2465.546143
	Iteration 39Q: 3 clusters Score -258278.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -258288.718750 Penalty: 2465.546143
	Iteration 40F: 3 clusters Score -258288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -258294.640625 Penalty: 2465.546143
	Iteration 41Q: 3 clusters Score -258294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -258296.953125 Penalty: 2465.546143
	Iteration 42Q: 3 clusters Score -258297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -258300.562500 Penalty: 2465.546143
	Iteration 43Q: 3 clusters Score -258300.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -258303.250000 Penalty: 2465.546143
	Iteration 44Q: 3 clusters Score -258303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -258306.406250 Penalty: 2465.546143
	Iteration 45Q: 3 clusters Score -258306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -258310.500000 Penalty: 2465.546143
	Iteration 46Q: 3 clusters Score -258310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -258313.906250 Penalty: 2465.546143
	Iteration 47Q: 3 clusters Score -258313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -258317.218750 Penalty: 2465.546143
	Iteration 48Q: 3 clusters Score -258317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -258319.125000 Penalty: 2465.546143
	Iteration 49Q: 3 clusters Score -258319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -258319.593750 Penalty: 2465.546143
	Iteration 50Q: 3 clusters Score -258319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -258321.125000 Penalty: 2465.546143
	Iteration 51Q: 3 clusters Score -258321.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -258323.843750 Penalty: 2465.546143
	Iteration 52Q: 3 clusters Score -258323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -258325.421875 Penalty: 2465.546143
	Iteration 53Q: 3 clusters Score -258325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -258326.609375 Penalty: 2465.546143
	Iteration 54Q: 3 clusters Score -258326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -258327.500000 Penalty: 2465.546143
	Iteration 55Q: 3 clusters Score -258327.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -258327.500000 Penalty: 2465.546143
	Iteration 56F: 3 clusters Score -258327.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Entering Unmasked Estep 
Score: -7002767.500000 Penalty: 1768.193848
	Iteration 0F: 2 clusters Score -7002768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -6967391.000000 Penalty: 3536.387695
	Iteration 0F: 3 clusters Score -6967391 nChanged 24848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -6981450.000000 Penalty: 3536.387695
	Iteration 1F: 3 clusters Score -6981450 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -6981855.500000 Penalty: 3536.387695
	Iteration 2Q: 3 clusters Score -6981856 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -6982195.500000 Penalty: 3536.387695
	Iteration 3Q: 3 clusters Score -6982196 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -6982614.500000 Penalty: 3536.387695
	Iteration 4Q: 3 clusters Score -6982614 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -6983244.500000 Penalty: 3536.387695
	Iteration 5Q: 3 clusters Score -6983244 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -6984133.000000 Penalty: 3536.387695
	Iteration 6Q: 3 clusters Score -6984133 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -6985740.000000 Penalty: 3536.387695
	Iteration 7F: 3 clusters Score -6985740 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -6988374.500000 Penalty: 3536.387695
	Iteration 8F: 3 clusters Score -6988374 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -6992040.000000 Penalty: 3536.387695
	Iteration 9F: 3 clusters Score -6992040 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -6995926.000000 Penalty: 3536.387695
	Iteration 10F: 3 clusters Score -6995926 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -6998853.000000 Penalty: 3536.387695
	Iteration 11F: 3 clusters Score -6998853 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -7000327.500000 Penalty: 3536.387695
	Iteration 12Q: 3 clusters Score -7000328 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -7000885.500000 Penalty: 3536.387695
	Iteration 13Q: 3 clusters Score -7000886 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -7001056.000000 Penalty: 3536.387695
	Iteration 14Q: 3 clusters Score -7001056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -7001129.000000 Penalty: 3536.387695
	Iteration 15Q: 3 clusters Score -7001129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -7001177.000000 Penalty: 3536.387695
	Iteration 16Q: 3 clusters Score -7001177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -7001189.500000 Penalty: 3536.387695
	Iteration 17Q: 3 clusters Score -7001190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -7001195.000000 Penalty: 3536.387695
	Iteration 18Q: 3 clusters Score -7001195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -7001199.500000 Penalty: 3536.387695
	Iteration 19Q: 3 clusters Score -7001200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -7001201.000000 Penalty: 3536.387695
	Iteration 20F: 3 clusters Score -7001201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -7001211.000000 Penalty: 3536.387695
	Iteration 21Q: 3 clusters Score -7001211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -7001220.000000 Penalty: 3536.387695
	Iteration 22Q: 3 clusters Score -7001220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -7001221.000000 Penalty: 3536.387695
	Iteration 23Q: 3 clusters Score -7001221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -7001227.500000 Penalty: 3536.387695
	Iteration 24Q: 3 clusters Score -7001228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -7001227.000000 Penalty: 3536.387695
	Iteration 25Q: 3 clusters Score -7001227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -7001227.000000 Penalty: 3536.387695
	Iteration 26F: 3 clusters Score -7001227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -199917.828125 Penalty: 1202.997437
	Iteration 0F: 2 clusters Score -199917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -198062.625000 Penalty: 2405.994873
	Iteration 0F: 3 clusters Score -198062.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -198425.609375 Penalty: 2405.994873
	Iteration 1F: 3 clusters Score -198425.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -198510.937500 Penalty: 2405.994873
	Iteration 2F: 3 clusters Score -198510.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -198546.000000 Penalty: 2405.994873
	Iteration 3Q: 3 clusters Score -198546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -198574.109375 Penalty: 2405.994873
	Iteration 4Q: 3 clusters Score -198574.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -198588.125000 Penalty: 2405.994873
	Iteration 5Q: 3 clusters Score -198588.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -198597.656250 Penalty: 2405.994873
	Iteration 6Q: 3 clusters Score -198597.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198607.812500 Penalty: 2405.994873
	Iteration 7Q: 3 clusters Score -198607.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -198612.187500 Penalty: 2405.994873
	Iteration 8Q: 3 clusters Score -198612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -198615.843750 Penalty: 2405.994873
	Iteration 9Q: 3 clusters Score -198615.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -198620.156250 Penalty: 2405.994873
	Iteration 10Q: 3 clusters Score -198620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -198623.015625 Penalty: 2405.994873
	Iteration 11Q: 3 clusters Score -198623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -198626.500000 Penalty: 2405.994873
	Iteration 12Q: 3 clusters Score -198626.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -198631.562500 Penalty: 2405.994873
	Iteration 13Q: 3 clusters Score -198631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -198634.656250 Penalty: 2405.994873
	Iteration 14Q: 3 clusters Score -198634.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198637.546875 Penalty: 2405.994873
	Iteration 15Q: 3 clusters Score -198637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198639.734375 Penalty: 2405.994873
	Iteration 16Q: 3 clusters Score -198639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -198643.484375 Penalty: 2405.994873
	Iteration 17Q: 3 clusters Score -198643.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -198646.984375 Penalty: 2405.994873
	Iteration 18Q: 3 clusters Score -198647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -198648.500000 Penalty: 2405.994873
	Iteration 19Q: 3 clusters Score -198648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -198649.718750 Penalty: 2405.994873
	Iteration 20F: 3 clusters Score -198649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -198650.859375 Penalty: 2405.994873
	Iteration 21Q: 3 clusters Score -198650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -198651.734375 Penalty: 2405.994873
	Iteration 22Q: 3 clusters Score -198651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -198652.218750 Penalty: 2405.994873
	Iteration 23Q: 3 clusters Score -198652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -198652.578125 Penalty: 2405.994873
	Iteration 24Q: 3 clusters Score -198652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198653.000000 Penalty: 2405.994873
	Iteration 25Q: 3 clusters Score -198653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -198653.437500 Penalty: 2405.994873
	Iteration 26Q: 3 clusters Score -198653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -198654.671875 Penalty: 2405.994873
	Iteration 27Q: 3 clusters Score -198654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198655.468750 Penalty: 2405.994873
	Iteration 28Q: 3 clusters Score -198655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -198656.500000 Penalty: 2405.994873
	Iteration 29Q: 3 clusters Score -198656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198656.843750 Penalty: 2405.994873
	Iteration 30Q: 3 clusters Score -198656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -198657.500000 Penalty: 2405.994873
	Iteration 31Q: 3 clusters Score -198657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198658.468750 Penalty: 2405.994873
	Iteration 32Q: 3 clusters Score -198658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -198658.468750 Penalty: 2405.994873
	Iteration 33F: 3 clusters Score -198658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Entering Unmasked Estep 
Score: -4651828.500000 Penalty: 1701.852783
	Iteration 0F: 2 clusters Score -4651828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4628290.000000 Penalty: 3403.705566
	Iteration 0F: 3 clusters Score -4628290 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4637876.500000 Penalty: 3403.705566
	Iteration 1F: 3 clusters Score -4637876 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4639085.000000 Penalty: 3403.705566
	Iteration 2F: 3 clusters Score -4639085 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4640953.000000 Penalty: 3403.705566
	Iteration 3F: 3 clusters Score -4640953 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4643526.000000 Penalty: 3403.705566
	Iteration 4F: 3 clusters Score -4643526 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -4646294.000000 Penalty: 3403.705566
	Iteration 5F: 3 clusters Score -4646294 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -4648413.000000 Penalty: 3403.705566
	Iteration 6F: 3 clusters Score -4648413 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4649520.500000 Penalty: 3403.705566
	Iteration 7Q: 3 clusters Score -4649520 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4649999.500000 Penalty: 3403.705566
	Iteration 8Q: 3 clusters Score -4650000 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -4650207.500000 Penalty: 3403.705566
	Iteration 9Q: 3 clusters Score -4650208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4650305.000000 Penalty: 3403.705566
	Iteration 10Q: 3 clusters Score -4650305 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4650357.000000 Penalty: 3403.705566
	Iteration 11Q: 3 clusters Score -4650357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4650377.000000 Penalty: 3403.705566
	Iteration 12Q: 3 clusters Score -4650377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -4650394.000000 Penalty: 3403.705566
	Iteration 13Q: 3 clusters Score -4650394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4650412.500000 Penalty: 3403.705566
	Iteration 14Q: 3 clusters Score -4650412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4650428.000000 Penalty: 3403.705566
	Iteration 15Q: 3 clusters Score -4650428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4650431.500000 Penalty: 3403.705566
	Iteration 16Q: 3 clusters Score -4650432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -4650439.000000 Penalty: 3403.705566
	Iteration 17Q: 3 clusters Score -4650439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4650441.000000 Penalty: 3403.705566
	Iteration 18Q: 3 clusters Score -4650441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4650445.500000 Penalty: 3403.705566
	Iteration 19Q: 3 clusters Score -4650446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -4650451.500000 Penalty: 3403.705566
	Iteration 20F: 3 clusters Score -4650452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -4650455.500000 Penalty: 3403.705566
	Iteration 21Q: 3 clusters Score -4650456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -4650460.500000 Penalty: 3403.705566
	Iteration 22Q: 3 clusters Score -4650460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -4650463.000000 Penalty: 3403.705566
	Iteration 23Q: 3 clusters Score -4650463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4650456.000000 Penalty: 3403.705566
	Iteration 24Q: 3 clusters Score -4650456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4650456.000000 Penalty: 3403.705566
	Iteration 25F: 3 clusters Score -4650456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Entering Unmasked Estep 
Score: -1620445.250000 Penalty: 1529.830566
	Iteration 0F: 2 clusters Score -1620445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1611899.375000 Penalty: 3059.661133
	Iteration 0F: 3 clusters Score -1611899 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1614761.500000 Penalty: 3059.661133
	Iteration 1F: 3 clusters Score -1614762 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1614966.875000 Penalty: 3059.661133
	Iteration 2Q: 3 clusters Score -1614967 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1615104.875000 Penalty: 3059.661133
	Iteration 3Q: 3 clusters Score -1615105 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1615222.250000 Penalty: 3059.661133
	Iteration 4Q: 3 clusters Score -1615222 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1615319.250000 Penalty: 3059.661133
	Iteration 5Q: 3 clusters Score -1615319 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1615425.500000 Penalty: 3059.661133
	Iteration 6Q: 3 clusters Score -1615426 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1615520.625000 Penalty: 3059.661133
	Iteration 7Q: 3 clusters Score -1615521 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1615609.125000 Penalty: 3059.661133
	Iteration 8Q: 3 clusters Score -1615609 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1615700.375000 Penalty: 3059.661133
	Iteration 9Q: 3 clusters Score -1615700 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1615800.000000 Penalty: 3059.661133
	Iteration 10Q: 3 clusters Score -1615800 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1615914.625000 Penalty: 3059.661133
	Iteration 11Q: 3 clusters Score -1615915 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1616057.375000 Penalty: 3059.661133
	Iteration 12Q: 3 clusters Score -1616057 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1616283.250000 Penalty: 3059.661133
	Iteration 13Q: 3 clusters Score -1616283 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1616596.500000 Penalty: 3059.661133
	Iteration 14Q: 3 clusters Score -1616596 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1616957.500000 Penalty: 3059.661133
	Iteration 15Q: 3 clusters Score -1616958 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1617370.125000 Penalty: 3059.661133
	Iteration 16Q: 3 clusters Score -1617370 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1617818.125000 Penalty: 3059.661133
	Iteration 17Q: 3 clusters Score -1617818 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1618264.875000 Penalty: 3059.661133
	Iteration 18Q: 3 clusters Score -1618265 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1618595.625000 Penalty: 3059.661133
	Iteration 19Q: 3 clusters Score -1618596 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1618790.125000 Penalty: 3059.661133
	Iteration 20F: 3 clusters Score -1618790 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1618900.500000 Penalty: 3059.661133
	Iteration 21Q: 3 clusters Score -1618900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1618975.125000 Penalty: 3059.661133
	Iteration 22Q: 3 clusters Score -1618975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1619016.375000 Penalty: 3059.661133
	Iteration 23Q: 3 clusters Score -1619016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1619037.500000 Penalty: 3059.661133
	Iteration 24Q: 3 clusters Score -1619038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1619047.250000 Penalty: 3059.661133
	Iteration 25Q: 3 clusters Score -1619047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1619053.125000 Penalty: 3059.661133
	Iteration 26Q: 3 clusters Score -1619053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1619060.875000 Penalty: 3059.661133
	Iteration 27Q: 3 clusters Score -1619061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1619067.375000 Penalty: 3059.661133
	Iteration 28Q: 3 clusters Score -1619067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1619075.750000 Penalty: 3059.661133
	Iteration 29Q: 3 clusters Score -1619076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1619082.125000 Penalty: 3059.661133
	Iteration 30Q: 3 clusters Score -1619082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1619083.875000 Penalty: 3059.661133
	Iteration 31Q: 3 clusters Score -1619084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1619084.875000 Penalty: 3059.661133
	Iteration 32Q: 3 clusters Score -1619085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1619084.875000 Penalty: 3059.661133
	Iteration 33F: 3 clusters Score -1619085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -40298.039062 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -40298.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39490.363281 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -39490.36 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39703.519531 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -39703.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39796.457031 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -39796.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -39836.718750 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -39836.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -39907.644531 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -39907.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -39930.988281 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -39930.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -39965.992188 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -39965.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -39986.941406 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -39986.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -39993.789062 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -39993.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -39996.355469 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -39996.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -40006.492188 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -40006.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -40006.492188 Penalty: 1933.958862
	Iteration 11F: 3 clusters Score -40006.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Entering Unmasked Estep 
Score: -8262454.500000 Penalty: 1795.485718
	Iteration 0F: 2 clusters Score -8262454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -8220743.500000 Penalty: 3590.971436
	Iteration 0F: 3 clusters Score -8220744 nChanged 29778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -8237511.500000 Penalty: 3590.971436
	Iteration 1F: 3 clusters Score -8237512 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -8238104.000000 Penalty: 3590.971436
	Iteration 2Q: 3 clusters Score -8238104 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -8238720.500000 Penalty: 3590.971436
	Iteration 3Q: 3 clusters Score -8238720 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -8239620.000000 Penalty: 3590.971436
	Iteration 4Q: 3 clusters Score -8239620 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -8240927.000000 Penalty: 3590.971436
	Iteration 5Q: 3 clusters Score -8240927 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -8243052.500000 Penalty: 3590.971436
	Iteration 6F: 3 clusters Score -8243052 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -8246134.500000 Penalty: 3590.971436
	Iteration 7F: 3 clusters Score -8246134 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8249377.000000 Penalty: 3590.971436
	Iteration 8F: 3 clusters Score -8249377 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -8251760.000000 Penalty: 3590.971436
	Iteration 9F: 3 clusters Score -8251760 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -8253086.000000 Penalty: 3590.971436
	Iteration 10Q: 3 clusters Score -8253086 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -8253997.000000 Penalty: 3590.971436
	Iteration 11Q: 3 clusters Score -8253997 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -8254724.500000 Penalty: 3590.971436
	Iteration 12Q: 3 clusters Score -8254724 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -8255484.500000 Penalty: 3590.971436
	Iteration 13Q: 3 clusters Score -8255484 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -8256189.000000 Penalty: 3590.971436
	Iteration 14Q: 3 clusters Score -8256189 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -8256883.500000 Penalty: 3590.971436
	Iteration 15Q: 3 clusters Score -8256884 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -8257623.000000 Penalty: 3590.971436
	Iteration 16Q: 3 clusters Score -8257623 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -8258311.500000 Penalty: 3590.971436
	Iteration 17Q: 3 clusters Score -8258312 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -8258896.000000 Penalty: 3590.971436
	Iteration 18Q: 3 clusters Score -8258896 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -8259294.500000 Penalty: 3590.971436
	Iteration 19Q: 3 clusters Score -8259294 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -8259637.000000 Penalty: 3590.971436
	Iteration 20F: 3 clusters Score -8259637 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -8259875.000000 Penalty: 3590.971436
	Iteration 21Q: 3 clusters Score -8259875 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -8260048.000000 Penalty: 3590.971436
	Iteration 22Q: 3 clusters Score -8260048 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -8260182.000000 Penalty: 3590.971436
	Iteration 23Q: 3 clusters Score -8260182 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -8260310.000000 Penalty: 3590.971436
	Iteration 24Q: 3 clusters Score -8260310 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -8260434.500000 Penalty: 3590.971436
	Iteration 25Q: 3 clusters Score -8260434 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -8260513.000000 Penalty: 3590.971436
	Iteration 26Q: 3 clusters Score -8260513 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -8260597.000000 Penalty: 3590.971436
	Iteration 27Q: 3 clusters Score -8260597 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -8260620.500000 Penalty: 3590.971436
	Iteration 28Q: 3 clusters Score -8260620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -8260660.500000 Penalty: 3590.971436
	Iteration 29Q: 3 clusters Score -8260660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -8260694.500000 Penalty: 3590.971436
	Iteration 30Q: 3 clusters Score -8260694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -8260737.500000 Penalty: 3590.971436
	Iteration 31Q: 3 clusters Score -8260738 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -8260777.000000 Penalty: 3590.971436
	Iteration 32Q: 3 clusters Score -8260777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -8260791.000000 Penalty: 3590.971436
	Iteration 33Q: 3 clusters Score -8260791 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -8260826.500000 Penalty: 3590.971436
	Iteration 34Q: 3 clusters Score -8260826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -8260847.000000 Penalty: 3590.971436
	Iteration 35Q: 3 clusters Score -8260847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -8260844.500000 Penalty: 3590.971436
	Iteration 36Q: 3 clusters Score -8260844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -8260847.500000 Penalty: 3590.971436
	Iteration 37Q: 3 clusters Score -8260848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -8260852.000000 Penalty: 3590.971436
	Iteration 38Q: 3 clusters Score -8260852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -8260869.000000 Penalty: 3590.971436
	Iteration 39Q: 3 clusters Score -8260869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -8260857.500000 Penalty: 3590.971436
	Iteration 40F: 3 clusters Score -8260858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -8260850.500000 Penalty: 3590.971436
	Iteration 41Q: 3 clusters Score -8260850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -8260861.000000 Penalty: 3590.971436
	Iteration 42Q: 3 clusters Score -8260861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -8260870.000000 Penalty: 3590.971436
	Iteration 43Q: 3 clusters Score -8260870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -8260862.000000 Penalty: 3590.971436
	Iteration 44Q: 3 clusters Score -8260862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -8260876.000000 Penalty: 3590.971436
	Iteration 45Q: 3 clusters Score -8260876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -8260890.000000 Penalty: 3590.971436
	Iteration 46Q: 3 clusters Score -8260890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -8260899.500000 Penalty: 3590.971436
	Iteration 47Q: 3 clusters Score -8260900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -8260890.500000 Penalty: 3590.971436
	Iteration 48Q: 3 clusters Score -8260890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -8260883.000000 Penalty: 3590.971436
	Iteration 49Q: 3 clusters Score -8260883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -8260893.500000 Penalty: 3590.971436
	Iteration 50Q: 3 clusters Score -8260894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -8260894.500000 Penalty: 3590.971436
	Iteration 51Q: 3 clusters Score -8260894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -8260898.000000 Penalty: 3590.971436
	Iteration 52Q: 3 clusters Score -8260898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -8260894.000000 Penalty: 3590.971436
	Iteration 53Q: 3 clusters Score -8260894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -8260893.000000 Penalty: 3590.971436
	Iteration 54Q: 3 clusters Score -8260893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -8260896.000000 Penalty: 3590.971436
	Iteration 55Q: 3 clusters Score -8260896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -8260896.000000 Penalty: 3590.971436
	Iteration 56Q: 3 clusters Score -8260896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -8260894.500000 Penalty: 3590.971436
	Iteration 57Q: 3 clusters Score -8260894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -8260895.500000 Penalty: 3590.971436
	Iteration 58Q: 3 clusters Score -8260896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -8260896.000000 Penalty: 3590.971436
	Iteration 59Q: 3 clusters Score -8260896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 61468 members 
Entering Unmasked Estep 
Score: -8260892.000000 Penalty: 3590.971436
	Iteration 60F: 3 clusters Score -8260892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -8260890.500000 Penalty: 3590.971436
	Iteration 61Q: 3 clusters Score -8260890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -8260895.000000 Penalty: 3590.971436
	Iteration 62Q: 3 clusters Score -8260895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -8260905.500000 Penalty: 3590.971436
	Iteration 63Q: 3 clusters Score -8260906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -8260893.500000 Penalty: 3590.971436
	Iteration 64Q: 3 clusters Score -8260894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -8260895.000000 Penalty: 3590.971436
	Iteration 65Q: 3 clusters Score -8260895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -8260895.000000 Penalty: 3590.971436
	Iteration 66Q: 3 clusters Score -8260895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -8260900.000000 Penalty: 3590.971436
	Iteration 67Q: 3 clusters Score -8260900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -8260897.500000 Penalty: 3590.971436
	Iteration 68Q: 3 clusters Score -8260898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -8260900.500000 Penalty: 3590.971436
	Iteration 69Q: 3 clusters Score -8260900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -8260900.500000 Penalty: 3590.971436
	Iteration 70Q: 3 clusters Score -8260900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -8260898.500000 Penalty: 3590.971436
	Iteration 71Q: 3 clusters Score -8260898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -8260905.500000 Penalty: 3590.971436
	Iteration 72Q: 3 clusters Score -8260906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -8260905.500000 Penalty: 3590.971436
	Iteration 73F: 3 clusters Score -8260906 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: -307300.531250 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -307300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -305031.968750 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -305032 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -305529.906250 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -305529.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -305619.062500 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -305619.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -305675.156250 Penalty: 2523.672119
	Iteration 3Q: 3 clusters Score -305675.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -305716.812500 Penalty: 2523.672119
	Iteration 4Q: 3 clusters Score -305716.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -305749.062500 Penalty: 2523.672119
	Iteration 5Q: 3 clusters Score -305749.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -305773.437500 Penalty: 2523.672119
	Iteration 6Q: 3 clusters Score -305773.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -305787.500000 Penalty: 2523.672119
	Iteration 7Q: 3 clusters Score -305787.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -305797.312500 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -305797.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -305805.562500 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -305805.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -305814.531250 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -305814.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -305822.625000 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -305822.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -305833.031250 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -305833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -305847.593750 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -305847.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -305864.125000 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -305864.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -305885.531250 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -305885.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -305901.750000 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -305901.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -305910.468750 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -305910.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -305923.531250 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -305923.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -305934.875000 Penalty: 2523.672119
	Iteration 19Q: 3 clusters Score -305934.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -305945.250000 Penalty: 2523.672119
	Iteration 20F: 3 clusters Score -305945.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -305954.968750 Penalty: 2523.672119
	Iteration 21Q: 3 clusters Score -305955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -305965.906250 Penalty: 2523.672119
	Iteration 22Q: 3 clusters Score -305965.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -305974.593750 Penalty: 2523.672119
	Iteration 23Q: 3 clusters Score -305974.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -305981.156250 Penalty: 2523.672119
	Iteration 24Q: 3 clusters Score -305981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -305984.718750 Penalty: 2523.672119
	Iteration 25Q: 3 clusters Score -305984.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -305989.406250 Penalty: 2523.672119
	Iteration 26Q: 3 clusters Score -305989.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -305992.937500 Penalty: 2523.672119
	Iteration 27Q: 3 clusters Score -305992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -305994.718750 Penalty: 2523.672119
	Iteration 28Q: 3 clusters Score -305994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -305996.812500 Penalty: 2523.672119
	Iteration 29Q: 3 clusters Score -305996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -305999.781250 Penalty: 2523.672119
	Iteration 30Q: 3 clusters Score -305999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -306001.687500 Penalty: 2523.672119
	Iteration 31Q: 3 clusters Score -306001.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -306004.312500 Penalty: 2523.672119
	Iteration 32Q: 3 clusters Score -306004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -306006.562500 Penalty: 2523.672119
	Iteration 33Q: 3 clusters Score -306006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -306009.625000 Penalty: 2523.672119
	Iteration 34Q: 3 clusters Score -306009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -306010.156250 Penalty: 2523.672119
	Iteration 35Q: 3 clusters Score -306010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -306010.625000 Penalty: 2523.672119
	Iteration 36Q: 3 clusters Score -306010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -306010.625000 Penalty: 2523.672119
	Iteration 37F: 3 clusters Score -306010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Entering Unmasked Estep 
Score: -2091167.000000 Penalty: 1570.682495
	Iteration 0F: 2 clusters Score -2091167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2080229.750000 Penalty: 3141.364990
	Iteration 0F: 3 clusters Score -2080230 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2084169.250000 Penalty: 3141.364990
	Iteration 1F: 3 clusters Score -2084169 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2084465.625000 Penalty: 3141.364990
	Iteration 2F: 3 clusters Score -2084466 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2084737.000000 Penalty: 3141.364990
	Iteration 3Q: 3 clusters Score -2084737 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2085018.625000 Penalty: 3141.364990
	Iteration 4Q: 3 clusters Score -2085019 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2085313.125000 Penalty: 3141.364990
	Iteration 5Q: 3 clusters Score -2085313 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2085677.000000 Penalty: 3141.364990
	Iteration 6Q: 3 clusters Score -2085677 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2086057.750000 Penalty: 3141.364990
	Iteration 7Q: 3 clusters Score -2086058 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2086526.125000 Penalty: 3141.364990
	Iteration 8Q: 3 clusters Score -2086526 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2087052.375000 Penalty: 3141.364990
	Iteration 9Q: 3 clusters Score -2087052 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2087612.500000 Penalty: 3141.364990
	Iteration 10Q: 3 clusters Score -2087612 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2088193.500000 Penalty: 3141.364990
	Iteration 11Q: 3 clusters Score -2088194 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2088812.875000 Penalty: 3141.364990
	Iteration 12Q: 3 clusters Score -2088813 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2089201.375000 Penalty: 3141.364990
	Iteration 13Q: 3 clusters Score -2089201 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2089382.250000 Penalty: 3141.364990
	Iteration 14Q: 3 clusters Score -2089382 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2089497.750000 Penalty: 3141.364990
	Iteration 15Q: 3 clusters Score -2089498 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2089573.875000 Penalty: 3141.364990
	Iteration 16Q: 3 clusters Score -2089574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2089620.500000 Penalty: 3141.364990
	Iteration 17Q: 3 clusters Score -2089620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2089649.875000 Penalty: 3141.364990
	Iteration 18Q: 3 clusters Score -2089650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2089664.875000 Penalty: 3141.364990
	Iteration 19Q: 3 clusters Score -2089665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2089675.625000 Penalty: 3141.364990
	Iteration 20F: 3 clusters Score -2089676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2089683.250000 Penalty: 3141.364990
	Iteration 21Q: 3 clusters Score -2089683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2089692.500000 Penalty: 3141.364990
	Iteration 22Q: 3 clusters Score -2089692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2089702.500000 Penalty: 3141.364990
	Iteration 23Q: 3 clusters Score -2089702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2089704.750000 Penalty: 3141.364990
	Iteration 24Q: 3 clusters Score -2089705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2089713.500000 Penalty: 3141.364990
	Iteration 25Q: 3 clusters Score -2089714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2089715.625000 Penalty: 3141.364990
	Iteration 26Q: 3 clusters Score -2089716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2089720.875000 Penalty: 3141.364990
	Iteration 27Q: 3 clusters Score -2089721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2089718.625000 Penalty: 3141.364990
	Iteration 28Q: 3 clusters Score -2089719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2089721.875000 Penalty: 3141.364990
	Iteration 29Q: 3 clusters Score -2089722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2089722.125000 Penalty: 3141.364990
	Iteration 30Q: 3 clusters Score -2089722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2089723.000000 Penalty: 3141.364990
	Iteration 31Q: 3 clusters Score -2089723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2089720.000000 Penalty: 3141.364990
	Iteration 32Q: 3 clusters Score -2089720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2089722.750000 Penalty: 3141.364990
	Iteration 33Q: 3 clusters Score -2089723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2089722.250000 Penalty: 3141.364990
	Iteration 34Q: 3 clusters Score -2089722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2089725.875000 Penalty: 3141.364990
	Iteration 35Q: 3 clusters Score -2089726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2089724.125000 Penalty: 3141.364990
	Iteration 36Q: 3 clusters Score -2089724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2089724.000000 Penalty: 3141.364990
	Iteration 37Q: 3 clusters Score -2089724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2089729.000000 Penalty: 3141.364990
	Iteration 38Q: 3 clusters Score -2089729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2089727.375000 Penalty: 3141.364990
	Iteration 39Q: 3 clusters Score -2089727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2089729.500000 Penalty: 3141.364990
	Iteration 40F: 3 clusters Score -2089730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2089732.000000 Penalty: 3141.364990
	Iteration 41Q: 3 clusters Score -2089732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2089730.500000 Penalty: 3141.364990
	Iteration 42Q: 3 clusters Score -2089730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2089731.500000 Penalty: 3141.364990
	Iteration 43Q: 3 clusters Score -2089732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2089733.875000 Penalty: 3141.364990
	Iteration 44Q: 3 clusters Score -2089734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2089733.750000 Penalty: 3141.364990
	Iteration 45Q: 3 clusters Score -2089734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2089735.625000 Penalty: 3141.364990
	Iteration 46Q: 3 clusters Score -2089736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2089735.125000 Penalty: 3141.364990
	Iteration 47Q: 3 clusters Score -2089735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2089735.125000 Penalty: 3141.364990
	Iteration 48F: 3 clusters Score -2089735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Entering Unmasked Estep 
Score: -839918.937500 Penalty: 1430.678467
	Iteration 0F: 2 clusters Score -839918.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -834842.750000 Penalty: 2861.356934
	Iteration 0F: 3 clusters Score -834842.8 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -836271.062500 Penalty: 2861.356934
	Iteration 1F: 3 clusters Score -836271.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -836473.375000 Penalty: 2861.356934
	Iteration 2F: 3 clusters Score -836473.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -836629.062500 Penalty: 2861.356934
	Iteration 3F: 3 clusters Score -836629.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -836752.500000 Penalty: 2861.356934
	Iteration 4Q: 3 clusters Score -836752.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -836857.562500 Penalty: 2861.356934
	Iteration 5Q: 3 clusters Score -836857.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -836965.375000 Penalty: 2861.356934
	Iteration 6Q: 3 clusters Score -836965.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -837064.125000 Penalty: 2861.356934
	Iteration 7Q: 3 clusters Score -837064.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -837168.875000 Penalty: 2861.356934
	Iteration 8Q: 3 clusters Score -837168.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -837273.625000 Penalty: 2861.356934
	Iteration 9Q: 3 clusters Score -837273.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -837398.062500 Penalty: 2861.356934
	Iteration 10Q: 3 clusters Score -837398.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -837537.250000 Penalty: 2861.356934
	Iteration 11Q: 3 clusters Score -837537.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -837716.937500 Penalty: 2861.356934
	Iteration 12Q: 3 clusters Score -837716.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -837904.750000 Penalty: 2861.356934
	Iteration 13Q: 3 clusters Score -837904.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -838081.000000 Penalty: 2861.356934
	Iteration 14Q: 3 clusters Score -838081 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -838229.750000 Penalty: 2861.356934
	Iteration 15Q: 3 clusters Score -838229.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -838351.687500 Penalty: 2861.356934
	Iteration 16Q: 3 clusters Score -838351.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -838433.500000 Penalty: 2861.356934
	Iteration 17Q: 3 clusters Score -838433.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -838508.250000 Penalty: 2861.356934
	Iteration 18Q: 3 clusters Score -838508.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -838560.937500 Penalty: 2861.356934
	Iteration 19Q: 3 clusters Score -838560.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -838588.687500 Penalty: 2861.356934
	Iteration 20F: 3 clusters Score -838588.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -838609.562500 Penalty: 2861.356934
	Iteration 21Q: 3 clusters Score -838609.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -838628.250000 Penalty: 2861.356934
	Iteration 22Q: 3 clusters Score -838628.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -838646.375000 Penalty: 2861.356934
	Iteration 23Q: 3 clusters Score -838646.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -838658.500000 Penalty: 2861.356934
	Iteration 24Q: 3 clusters Score -838658.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -838667.375000 Penalty: 2861.356934
	Iteration 25Q: 3 clusters Score -838667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -838675.937500 Penalty: 2861.356934
	Iteration 26Q: 3 clusters Score -838675.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -838681.625000 Penalty: 2861.356934
	Iteration 27Q: 3 clusters Score -838681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -838682.750000 Penalty: 2861.356934
	Iteration 28Q: 3 clusters Score -838682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -838686.437500 Penalty: 2861.356934
	Iteration 29Q: 3 clusters Score -838686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -838687.687500 Penalty: 2861.356934
	Iteration 30Q: 3 clusters Score -838687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -838689.312500 Penalty: 2861.356934
	Iteration 31Q: 3 clusters Score -838689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -838689.250000 Penalty: 2861.356934
	Iteration 32Q: 3 clusters Score -838689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -838689.250000 Penalty: 2861.356934
	Iteration 33F: 3 clusters Score -838689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Entering Unmasked Estep 
Score: -1829656.500000 Penalty: 1549.442261
	Iteration 0F: 2 clusters Score -1829656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1820004.750000 Penalty: 3098.884521
	Iteration 0F: 3 clusters Score -1820005 nChanged 6084
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1826076 nChanged 178
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Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1826121 nChanged 147
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Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1826153 nChanged 116
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Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1826179 nChanged 99
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Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1826194 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1826208 nChanged 92
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Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1826226 nChanged 102
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Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1826251 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1826274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1826296 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1826329 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1826353 nChanged 126
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Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1826388 nChanged 135
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Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1826427 nChanged 140
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Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1826456 nChanged 118
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Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1826486 nChanged 111
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Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1826510 nChanged 122
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Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1826546 nChanged 120
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Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1826575 nChanged 110
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Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1826603 nChanged 126
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Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1826640 nChanged 121
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Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1826675 nChanged 113
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Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1826704 nChanged 130
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Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1826743 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1826787 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1826836 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1826880 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1826910 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1826940 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1826975 nChanged 93
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Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1827001 nChanged 83
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Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1827022 nChanged 95
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Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1827051 nChanged 103
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Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1827077 nChanged 97
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Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1827101 nChanged 93
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Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1827125 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1827147 nChanged 69
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Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1827160 nChanged 76
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Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1827177 nChanged 84
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1827195.875000 Penalty: 3098.884521
	Iteration 53Q: 3 clusters Score -1827196 nChanged 89
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Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1827220.250000 Penalty: 3098.884521
	Iteration 54Q: 3 clusters Score -1827220 nChanged 79
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Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1827245 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1827274 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1827300 nChanged 87
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Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1827325.000000 Penalty: 3098.884521
	Iteration 58Q: 3 clusters Score -1827325 nChanged 84
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Mstep: Class 1 contains 2602 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1827355 nChanged 91
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Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1827384 nChanged 83
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Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1827407.625000 Penalty: 3098.884521
	Iteration 61Q: 3 clusters Score -1827408 nChanged 71
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Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1827425 nChanged 71
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Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1827447.000000 Penalty: 3098.884521
	Iteration 63Q: 3 clusters Score -1827447 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1827470 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1827488 nChanged 83
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Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1827516 nChanged 93
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Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1827552.875000 Penalty: 3098.884521
	Iteration 67Q: 3 clusters Score -1827553 nChanged 83
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Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11950 members 
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	Iteration 68Q: 3 clusters Score -1827589 nChanged 103
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Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1827631.625000 Penalty: 3098.884521
	Iteration 69Q: 3 clusters Score -1827632 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1827670 nChanged 109
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1827710 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1827746 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1827794.500000 Penalty: 3098.884521
	Iteration 73Q: 3 clusters Score -1827794 nChanged 114
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Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1827846 nChanged 113
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Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1827904 nChanged 114
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1827962 nChanged 98
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Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1828019.375000 Penalty: 3098.884521
	Iteration 77Q: 3 clusters Score -1828019 nChanged 76
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Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1828054 nChanged 52
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1828082 nChanged 52
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Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1828106 nChanged 50
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Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1828136.625000 Penalty: 3098.884521
	Iteration 81Q: 3 clusters Score -1828137 nChanged 46
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Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1828161.000000 Penalty: 3098.884521
	Iteration 82Q: 3 clusters Score -1828161 nChanged 38
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Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1828182 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1828202.625000 Penalty: 3098.884521
	Iteration 84Q: 3 clusters Score -1828203 nChanged 23
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Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1828214.250000 Penalty: 3098.884521
	Iteration 85Q: 3 clusters Score -1828214 nChanged 30
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Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1828226.250000 Penalty: 3098.884521
	Iteration 86Q: 3 clusters Score -1828226 nChanged 26
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Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1828243.625000 Penalty: 3098.884521
	Iteration 87Q: 3 clusters Score -1828244 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1828257.625000 Penalty: 3098.884521
	Iteration 88Q: 3 clusters Score -1828258 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1828260.750000 Penalty: 3098.884521
	Iteration 89Q: 3 clusters Score -1828261 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1828268.875000 Penalty: 3098.884521
	Iteration 90Q: 3 clusters Score -1828269 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1828270.750000 Penalty: 3098.884521
	Iteration 91Q: 3 clusters Score -1828271 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1828268.875000 Penalty: 3098.884521
	Iteration 92Q: 3 clusters Score -1828269 nChanged 4
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Mstep: Class 1 contains 488 members 
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Entering Unmasked Estep 
Score: -1828272.625000 Penalty: 3098.884521
	Iteration 93Q: 3 clusters Score -1828273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1828275.125000 Penalty: 3098.884521
	Iteration 94Q: 3 clusters Score -1828275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1828275.875000 Penalty: 3098.884521
	Iteration 95Q: 3 clusters Score -1828276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1828275.875000 Penalty: 3098.884521
	Iteration 96Q: 3 clusters Score -1828276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1828274.125000 Penalty: 3098.884521
	Iteration 97Q: 3 clusters Score -1828274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1828276.625000 Penalty: 3098.884521
	Iteration 98Q: 3 clusters Score -1828277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1828278.000000 Penalty: 3098.884521
	Iteration 99Q: 3 clusters Score -1828278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1828279.625000 Penalty: 3098.884521
	Iteration 100F: 3 clusters Score -1828280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1828285.625000 Penalty: 3098.884521
	Iteration 101Q: 3 clusters Score -1828286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1828288.500000 Penalty: 3098.884521
	Iteration 102Q: 3 clusters Score -1828288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1828290.000000 Penalty: 3098.884521
	Iteration 103Q: 3 clusters Score -1828290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1828294.250000 Penalty: 3098.884521
	Iteration 104Q: 3 clusters Score -1828294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1828298.500000 Penalty: 3098.884521
	Iteration 105Q: 3 clusters Score -1828298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1828299.375000 Penalty: 3098.884521
	Iteration 106Q: 3 clusters Score -1828299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1828300.000000 Penalty: 3098.884521
	Iteration 107Q: 3 clusters Score -1828300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1828302.750000 Penalty: 3098.884521
	Iteration 108Q: 3 clusters Score -1828303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1828304.000000 Penalty: 3098.884521
	Iteration 109Q: 3 clusters Score -1828304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1828309.875000 Penalty: 3098.884521
	Iteration 110Q: 3 clusters Score -1828310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1828317.500000 Penalty: 3098.884521
	Iteration 111Q: 3 clusters Score -1828318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1828319.875000 Penalty: 3098.884521
	Iteration 112Q: 3 clusters Score -1828320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1828325.000000 Penalty: 3098.884521
	Iteration 113Q: 3 clusters Score -1828325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1828326.250000 Penalty: 3098.884521
	Iteration 114Q: 3 clusters Score -1828326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1828326.250000 Penalty: 3098.884521
	Iteration 115F: 3 clusters Score -1828326 nChanged 0
20->23 Clusters: Score -53941140.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 418993 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 20917 members 
Mstep: Class 3 contains 20939 members 
Mstep: Class 4 contains 20788 members 
Mstep: Class 5 contains 21330 members 
Mstep: Class 6 contains 20645 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 20930 members 
Mstep: Class 9 contains 21091 members 
Mstep: Class 10 contains 20977 members 
Mstep: Class 11 contains 20891 members 
Mstep: Class 12 contains 20739 members 
Mstep: Class 13 contains 21132 members 
Mstep: Class 14 contains 20940 members 
Mstep: Class 15 contains 20888 members 
Mstep: Class 16 contains 20998 members 
Mstep: Class 17 contains 20916 members 
Mstep: Class 18 contains 20904 members 
Mstep: Class 19 contains 21073 members 
Mstep: Class 20 contains 21303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1039.131592 but Gain 2103.664062
Score: -51696324.000000 Penalty: 39969.566406
Iteration 0F: 20 clusters Score -5.169632e+07 nChanged 397621
Entering Unmasked Mstep 
Mstep: Class 0 contains 653 members 
Mstep: Class 2 contains 4858 members 
Mstep: Class 3 contains 4652 members 
Mstep: Class 4 contains 16643 members 
Mstep: Class 5 contains 90187 members 
Mstep: Class 6 contains 22742 members 
Mstep: Class 7 contains 12422 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 16248 members 
Mstep: Class 10 contains 31149 members 
Mstep: Class 11 contains 145994 members 
Mstep: Class 12 contains 1448 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 3952 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 16123 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 13595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1129.764893 but Gain 2103.660156
Score: -53168416.000000 Penalty: 37865.906250
Iteration 1F: 19 clusters Score -5.316842e+07 nChanged 144820
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 10726 members 
Mstep: Class 5 contains 129091 members 
Mstep: Class 6 contains 20702 members 
Mstep: Class 7 contains 5245 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 12671 members 
Mstep: Class 10 contains 22747 members 
Mstep: Class 11 contains 160757 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 1836 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 17311 members 
Mstep: Class 20 contains 8286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1260.714478 but Gain 2103.660156
Score: -53302520.000000 Penalty: 35762.246094
Iteration 2F: 18 clusters Score -5.330252e+07 nChanged 97869
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 5 contains 171763 members 
Mstep: Class 6 contains 19140 members 
Mstep: Class 7 contains 6822 members 
Mstep: Class 8 contains 5651 members 
Mstep: Class 9 contains 14861 members 
Mstep: Class 10 contains 20130 members 
Mstep: Class 11 contains 123927 members 
Mstep: Class 13 contains 2431 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 1664 members 
Mstep: Class 17 contains 1040 members 
Mstep: Class 18 contains 6720 members 
Mstep: Class 19 contains 22675 members 
Mstep: Class 20 contains 6512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1656.851807 but Gain 2103.664062
Score: -53402016.000000 Penalty: 33658.582031
Iteration 3F: 17 clusters Score -5.340202e+07 nChanged 84598
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 6192 members 
Mstep: Class 5 contains 153285 members 
Mstep: Class 6 contains 21253 members 
Mstep: Class 7 contains 10927 members 
Mstep: Class 8 contains 6343 members 
Mstep: Class 9 contains 18225 members 
Mstep: Class 10 contains 20079 members 
Mstep: Class 11 contains 129022 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 5728 members 
Mstep: Class 19 contains 30817 members 
Mstep: Class 20 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53497520.000000 Penalty: 33658.582031
Iteration 4F: 17 clusters Score -5.349752e+07 nChanged 57997
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 137650 members 
Mstep: Class 6 contains 25317 members 
Mstep: Class 7 contains 15631 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 21363 members 
Mstep: Class 10 contains 22006 members 
Mstep: Class 11 contains 125015 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 3835 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 37289 members 
Mstep: Class 20 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53584464.000000 Penalty: 33658.582031
Iteration 5F: 17 clusters Score -5.358446e+07 nChanged 51357
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 1498 members 
Mstep: Class 4 contains 8173 members 
Mstep: Class 5 contains 129817 members 
Mstep: Class 6 contains 28576 members 
Mstep: Class 7 contains 20071 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 23018 members 
Mstep: Class 10 contains 25713 members 
Mstep: Class 11 contains 113071 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 42176 members 
Mstep: Class 20 contains 7171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53657524.000000 Penalty: 33658.582031
Iteration 6F: 17 clusters Score -5.365752e+07 nChanged 47521
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 9582 members 
Mstep: Class 5 contains 124183 members 
Mstep: Class 6 contains 30199 members 
Mstep: Class 7 contains 23869 members 
Mstep: Class 8 contains 8164 members 
Mstep: Class 9 contains 23316 members 
Mstep: Class 10 contains 28619 members 
Mstep: Class 11 contains 102314 members 
Mstep: Class 13 contains 1436 members 
Mstep: Class 14 contains 3591 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 4037 members 
Mstep: Class 19 contains 46512 members 
Mstep: Class 20 contains 8816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53708596.000000 Penalty: 33658.582031
Iteration 7F: 17 clusters Score -5.37086e+07 nChanged 47455
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 11093 members 
Mstep: Class 5 contains 122335 members 
Mstep: Class 6 contains 31091 members 
Mstep: Class 7 contains 28525 members 
Mstep: Class 8 contains 9044 members 
Mstep: Class 9 contains 22969 members 
Mstep: Class 10 contains 29992 members 
Mstep: Class 11 contains 89567 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 3720 members 
Mstep: Class 19 contains 50208 members 
Mstep: Class 20 contains 10958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53752076.000000 Penalty: 33658.582031
Iteration 8F: 17 clusters Score -5.375208e+07 nChanged 40825
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 122126 members 
Mstep: Class 6 contains 31582 members 
Mstep: Class 7 contains 34245 members 
Mstep: Class 8 contains 9951 members 
Mstep: Class 9 contains 22665 members 
Mstep: Class 10 contains 30741 members 
Mstep: Class 11 contains 76610 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 3387 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 52472 members 
Mstep: Class 20 contains 13255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53796524.000000 Penalty: 33658.582031
Iteration 9F: 17 clusters Score -5.379652e+07 nChanged 33094
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 4 contains 12787 members 
Mstep: Class 5 contains 123273 members 
Mstep: Class 6 contains 31630 members 
Mstep: Class 7 contains 40233 members 
Mstep: Class 8 contains 10810 members 
Mstep: Class 9 contains 22533 members 
Mstep: Class 10 contains 31005 members 
Mstep: Class 11 contains 66700 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 52388 members 
Mstep: Class 20 contains 14768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53831392.000000 Penalty: 33658.582031
Iteration 10F: 17 clusters Score -5.383139e+07 nChanged 25776
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 4140 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 12996 members 
Mstep: Class 5 contains 125122 members 
Mstep: Class 6 contains 31253 members 
Mstep: Class 7 contains 45644 members 
Mstep: Class 8 contains 11511 members 
Mstep: Class 9 contains 22343 members 
Mstep: Class 10 contains 31073 members 
Mstep: Class 11 contains 60753 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 2268 members 
Mstep: Class 19 contains 50586 members 
Mstep: Class 20 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854180.000000 Penalty: 33658.582031
Iteration 11F: 17 clusters Score -5.385418e+07 nChanged 19388
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 4693 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 126545 members 
Mstep: Class 6 contains 30801 members 
Mstep: Class 7 contains 49952 members 
Mstep: Class 8 contains 12004 members 
Mstep: Class 9 contains 22045 members 
Mstep: Class 10 contains 30898 members 
Mstep: Class 11 contains 58383 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 48247 members 
Mstep: Class 20 contains 14304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1820.407471 but Gain 2103.660156
Score: -53868940.000000 Penalty: 31554.921875
Iteration 12Q: 16 clusters Score -5.386894e+07 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 13486 members 
Mstep: Class 5 contains 127152 members 
Mstep: Class 6 contains 30367 members 
Mstep: Class 7 contains 53711 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 21992 members 
Mstep: Class 10 contains 30694 members 
Mstep: Class 11 contains 58732 members 
Mstep: Class 13 contains 1237 members 
Mstep: Class 14 contains 2785 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 19 contains 46108 members 
Mstep: Class 20 contains 13045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53877684.000000 Penalty: 31554.921875
Iteration 13Q: 16 clusters Score -5.387768e+07 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 5934 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 13868 members 
Mstep: Class 5 contains 127390 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 56262 members 
Mstep: Class 8 contains 12452 members 
Mstep: Class 9 contains 21642 members 
Mstep: Class 10 contains 30603 members 
Mstep: Class 11 contains 59109 members 
Mstep: Class 13 contains 1199 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 19 contains 44106 members 
Mstep: Class 20 contains 11702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53881824.000000 Penalty: 31554.921875
Iteration 14Q: 16 clusters Score -5.388182e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 6601 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 127436 members 
Mstep: Class 6 contains 29494 members 
Mstep: Class 7 contains 58199 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 21273 members 
Mstep: Class 10 contains 30804 members 
Mstep: Class 11 contains 59508 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 19 contains 42405 members 
Mstep: Class 20 contains 10484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53884708.000000 Penalty: 31554.921875
Iteration 15Q: 16 clusters Score -5.388471e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 14816 members 
Mstep: Class 5 contains 127392 members 
Mstep: Class 6 contains 29165 members 
Mstep: Class 7 contains 59571 members 
Mstep: Class 8 contains 12556 members 
Mstep: Class 9 contains 20912 members 
Mstep: Class 10 contains 31254 members 
Mstep: Class 11 contains 59754 members 
Mstep: Class 13 contains 1181 members 
Mstep: Class 14 contains 2516 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 19 contains 40937 members 
Mstep: Class 20 contains 9419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53886516.000000 Penalty: 31554.921875
Iteration 16Q: 16 clusters Score -5.388652e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 2 contains 7997 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 15364 members 
Mstep: Class 5 contains 127239 members 
Mstep: Class 6 contains 28930 members 
Mstep: Class 7 contains 60596 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 20587 members 
Mstep: Class 10 contains 31903 members 
Mstep: Class 11 contains 59843 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 19 contains 39639 members 
Mstep: Class 20 contains 8402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53888840.000000 Penalty: 31554.921875
Iteration 17Q: 16 clusters Score -5.388884e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 8731 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 15942 members 
Mstep: Class 5 contains 127068 members 
Mstep: Class 6 contains 28744 members 
Mstep: Class 7 contains 61329 members 
Mstep: Class 8 contains 12622 members 
Mstep: Class 9 contains 20242 members 
Mstep: Class 10 contains 32802 members 
Mstep: Class 11 contains 59676 members 
Mstep: Class 13 contains 1158 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 19 contains 38481 members 
Mstep: Class 20 contains 7479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53890820.000000 Penalty: 31554.921875
Iteration 18Q: 16 clusters Score -5.389082e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 16536 members 
Mstep: Class 5 contains 126811 members 
Mstep: Class 6 contains 28588 members 
Mstep: Class 7 contains 61903 members 
Mstep: Class 8 contains 12623 members 
Mstep: Class 9 contains 19952 members 
Mstep: Class 10 contains 33901 members 
Mstep: Class 11 contains 59250 members 
Mstep: Class 13 contains 1158 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 17 contains 412 members 
Mstep: Class 19 contains 37459 members 
Mstep: Class 20 contains 6641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53893020.000000 Penalty: 31554.921875
Iteration 19Q: 16 clusters Score -5.389302e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 10156 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 17078 members 
Mstep: Class 5 contains 126521 members 
Mstep: Class 6 contains 28454 members 
Mstep: Class 7 contains 62300 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 19691 members 
Mstep: Class 10 contains 35181 members 
Mstep: Class 11 contains 58730 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 19 contains 36507 members 
Mstep: Class 20 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53895268.000000 Penalty: 31554.921875
Iteration 20F: 16 clusters Score -5.389527e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 10801 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 126140 members 
Mstep: Class 6 contains 28333 members 
Mstep: Class 7 contains 62573 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 19477 members 
Mstep: Class 10 contains 36584 members 
Mstep: Class 11 contains 58012 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 19 contains 35643 members 
Mstep: Class 20 contains 5278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53897588.000000 Penalty: 31554.921875
Iteration 21Q: 16 clusters Score -5.389759e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 18244 members 
Mstep: Class 5 contains 125785 members 
Mstep: Class 6 contains 28174 members 
Mstep: Class 7 contains 62793 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 19277 members 
Mstep: Class 10 contains 37945 members 
Mstep: Class 11 contains 57260 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 19 contains 34883 members 
Mstep: Class 20 contains 4777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53899312.000000 Penalty: 31554.921875
Iteration 22Q: 16 clusters Score -5.389931e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 18820 members 
Mstep: Class 5 contains 125393 members 
Mstep: Class 6 contains 28043 members 
Mstep: Class 7 contains 62957 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 19079 members 
Mstep: Class 10 contains 39228 members 
Mstep: Class 11 contains 56549 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 2373 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 19 contains 34177 members 
Mstep: Class 20 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53901068.000000 Penalty: 31554.921875
Iteration 23Q: 16 clusters Score -5.390107e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 12315 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 19396 members 
Mstep: Class 5 contains 124992 members 
Mstep: Class 6 contains 27936 members 
Mstep: Class 7 contains 63107 members 
Mstep: Class 8 contains 12657 members 
Mstep: Class 9 contains 18877 members 
Mstep: Class 10 contains 40333 members 
Mstep: Class 11 contains 55873 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 2372 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 33604 members 
Mstep: Class 20 contains 4101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53902552.000000 Penalty: 31554.921875
Iteration 24Q: 16 clusters Score -5.390255e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 12640 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 19931 members 
Mstep: Class 5 contains 124613 members 
Mstep: Class 6 contains 27830 members 
Mstep: Class 7 contains 63206 members 
Mstep: Class 8 contains 12652 members 
Mstep: Class 9 contains 18687 members 
Mstep: Class 10 contains 41248 members 
Mstep: Class 11 contains 55358 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 33125 members 
Mstep: Class 20 contains 3913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53903608.000000 Penalty: 31554.921875
Iteration 25Q: 16 clusters Score -5.390361e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 12941 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 124280 members 
Mstep: Class 6 contains 27696 members 
Mstep: Class 7 contains 63259 members 
Mstep: Class 8 contains 12655 members 
Mstep: Class 9 contains 18546 members 
Mstep: Class 10 contains 41983 members 
Mstep: Class 11 contains 54971 members 
Mstep: Class 13 contains 1132 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 32694 members 
Mstep: Class 20 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53904260.000000 Penalty: 31554.921875
Iteration 26Q: 16 clusters Score -5.390426e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 13156 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 20890 members 
Mstep: Class 5 contains 124000 members 
Mstep: Class 6 contains 27566 members 
Mstep: Class 7 contains 63318 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 18420 members 
Mstep: Class 10 contains 42578 members 
Mstep: Class 11 contains 54658 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 19 contains 32347 members 
Mstep: Class 20 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53904716.000000 Penalty: 31554.921875
Iteration 27Q: 16 clusters Score -5.390472e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 13350 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 21348 members 
Mstep: Class 5 contains 123704 members 
Mstep: Class 6 contains 27456 members 
Mstep: Class 7 contains 63358 members 
Mstep: Class 8 contains 12658 members 
Mstep: Class 9 contains 18313 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 54460 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 19 contains 32030 members 
Mstep: Class 20 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53905200.000000 Penalty: 31554.921875
Iteration 28Q: 16 clusters Score -5.39052e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 13504 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 21768 members 
Mstep: Class 5 contains 123429 members 
Mstep: Class 6 contains 27338 members 
Mstep: Class 7 contains 63402 members 
Mstep: Class 8 contains 12659 members 
Mstep: Class 9 contains 18242 members 
Mstep: Class 10 contains 43446 members 
Mstep: Class 11 contains 54279 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 19 contains 31760 members 
Mstep: Class 20 contains 3405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53905552.000000 Penalty: 31554.921875
Iteration 29Q: 16 clusters Score -5.390555e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 13646 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 22200 members 
Mstep: Class 5 contains 123180 members 
Mstep: Class 6 contains 27204 members 
Mstep: Class 7 contains 63437 members 
Mstep: Class 8 contains 12651 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 43756 members 
Mstep: Class 11 contains 54147 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 19 contains 31535 members 
Mstep: Class 20 contains 3320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53905908.000000 Penalty: 31554.921875
Iteration 30Q: 16 clusters Score -5.390591e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 22656 members 
Mstep: Class 5 contains 122903 members 
Mstep: Class 6 contains 27081 members 
Mstep: Class 7 contains 63457 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 18053 members 
Mstep: Class 10 contains 44009 members 
Mstep: Class 11 contains 54050 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 19 contains 31355 members 
Mstep: Class 20 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53906272.000000 Penalty: 31554.921875
Iteration 31Q: 16 clusters Score -5.390627e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 13850 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 23063 members 
Mstep: Class 5 contains 122687 members 
Mstep: Class 6 contains 26937 members 
Mstep: Class 7 contains 63495 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 17962 members 
Mstep: Class 10 contains 44218 members 
Mstep: Class 11 contains 53963 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 19 contains 31205 members 
Mstep: Class 20 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53906528.000000 Penalty: 31554.921875
Iteration 32Q: 16 clusters Score -5.390653e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 13933 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 23472 members 
Mstep: Class 5 contains 122474 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 63513 members 
Mstep: Class 8 contains 12648 members 
Mstep: Class 9 contains 17893 members 
Mstep: Class 10 contains 44364 members 
Mstep: Class 11 contains 53901 members 
Mstep: Class 13 contains 1131 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 19 contains 31070 members 
Mstep: Class 20 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53906676.000000 Penalty: 31554.921875
Iteration 33Q: 16 clusters Score -5.390668e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 14002 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 23882 members 
Mstep: Class 5 contains 122274 members 
Mstep: Class 6 contains 26650 members 
Mstep: Class 7 contains 63541 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 17800 members 
Mstep: Class 10 contains 44502 members 
Mstep: Class 11 contains 53865 members 
Mstep: Class 13 contains 1131 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 19 contains 30946 members 
Mstep: Class 20 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53906852.000000 Penalty: 31554.921875
Iteration 34Q: 16 clusters Score -5.390685e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 14058 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 24264 members 
Mstep: Class 5 contains 122088 members 
Mstep: Class 6 contains 26498 members 
Mstep: Class 7 contains 63581 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 17735 members 
Mstep: Class 10 contains 44605 members 
Mstep: Class 11 contains 53834 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 30843 members 
Mstep: Class 20 contains 3103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53907080.000000 Penalty: 31554.921875
Iteration 35Q: 16 clusters Score -5.390708e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 24665 members 
Mstep: Class 5 contains 121879 members 
Mstep: Class 6 contains 26357 members 
Mstep: Class 7 contains 63596 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 17672 members 
Mstep: Class 10 contains 44690 members 
Mstep: Class 11 contains 53813 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 30758 members 
Mstep: Class 20 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53907372.000000 Penalty: 31554.921875
Iteration 36Q: 16 clusters Score -5.390737e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 14141 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 25035 members 
Mstep: Class 5 contains 121705 members 
Mstep: Class 6 contains 26205 members 
Mstep: Class 7 contains 63614 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 17622 members 
Mstep: Class 10 contains 44756 members 
Mstep: Class 11 contains 53796 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 2303 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53907428.000000 Penalty: 31554.921875
Iteration 37Q: 16 clusters Score -5.390743e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 14177 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 25420 members 
Mstep: Class 5 contains 121514 members 
Mstep: Class 6 contains 26048 members 
Mstep: Class 7 contains 63616 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 17573 members 
Mstep: Class 10 contains 44815 members 
Mstep: Class 11 contains 53801 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 2302 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 30599 members 
Mstep: Class 20 contains 3056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53907688.000000 Penalty: 31554.921875
Iteration 38Q: 16 clusters Score -5.390769e+07 nChanged 808
Entering ConstructFrom: 
Score: -53907688.000000 Penalty: 31554.921875
Entering ConstructFrom: 
Trying to split cluster 2 (14216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Entering Unmasked Estep 
Score: -1883728.000000 Penalty: 1553.845093
	Iteration 0F: 2 clusters Score -1883728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1873802.000000 Penalty: 3107.690186
	Iteration 0F: 3 clusters Score -1873802 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1877225.000000 Penalty: 3107.690186
	Iteration 1F: 3 clusters Score -1877225 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1877579.625000 Penalty: 3107.690186
	Iteration 2F: 3 clusters Score -1877580 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1878015.625000 Penalty: 3107.690186
	Iteration 3F: 3 clusters Score -1878016 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1878554.000000 Penalty: 3107.690186
	Iteration 4F: 3 clusters Score -1878554 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1879212.125000 Penalty: 3107.690186
	Iteration 5F: 3 clusters Score -1879212 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1879977.875000 Penalty: 3107.690186
	Iteration 6F: 3 clusters Score -1879978 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1880760.000000 Penalty: 3107.690186
	Iteration 7F: 3 clusters Score -1880760 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1881345.750000 Penalty: 3107.690186
	Iteration 8Q: 3 clusters Score -1881346 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1881760.500000 Penalty: 3107.690186
	Iteration 9Q: 3 clusters Score -1881760 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1882041.875000 Penalty: 3107.690186
	Iteration 10Q: 3 clusters Score -1882042 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1882169.250000 Penalty: 3107.690186
	Iteration 11Q: 3 clusters Score -1882169 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1882248.375000 Penalty: 3107.690186
	Iteration 12Q: 3 clusters Score -1882248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1882294.375000 Penalty: 3107.690186
	Iteration 13Q: 3 clusters Score -1882294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1882320.750000 Penalty: 3107.690186
	Iteration 14Q: 3 clusters Score -1882321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1882347.500000 Penalty: 3107.690186
	Iteration 15Q: 3 clusters Score -1882348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1882370.500000 Penalty: 3107.690186
	Iteration 16Q: 3 clusters Score -1882370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1882374.875000 Penalty: 3107.690186
	Iteration 17Q: 3 clusters Score -1882375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1882374.375000 Penalty: 3107.690186
	Iteration 18Q: 3 clusters Score -1882374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1882383.000000 Penalty: 3107.690186
	Iteration 19Q: 3 clusters Score -1882383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1882386.625000 Penalty: 3107.690186
	Iteration 20F: 3 clusters Score -1882387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1882389.750000 Penalty: 3107.690186
	Iteration 21Q: 3 clusters Score -1882390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1882389.750000 Penalty: 3107.690186
	Iteration 22F: 3 clusters Score -1882390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -202287.625000 Penalty: 1219.105225
	Iteration 0F: 2 clusters Score -202287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -200554.453125 Penalty: 2438.210449
	Iteration 0F: 3 clusters Score -200554.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -202164.578125 Penalty: 2438.210449
	Iteration 1F: 3 clusters Score -202164.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -203469.734375 Penalty: 2438.210449
	Iteration 2F: 3 clusters Score -203469.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -204220.125000 Penalty: 2438.210449
	Iteration 3F: 3 clusters Score -204220.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -204595.046875 Penalty: 2438.210449
	Iteration 4Q: 3 clusters Score -204595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -204773.437500 Penalty: 2438.210449
	Iteration 5Q: 3 clusters Score -204773.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -204802.609375 Penalty: 2438.210449
	Iteration 6Q: 3 clusters Score -204802.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -204814.171875 Penalty: 2438.210449
	Iteration 7Q: 3 clusters Score -204814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -204815.765625 Penalty: 2438.210449
	Iteration 8Q: 3 clusters Score -204815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -204818.000000 Penalty: 2438.210449
	Iteration 9Q: 3 clusters Score -204818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -204818.000000 Penalty: 2438.210449
	Iteration 10F: 3 clusters Score -204818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 4 contains 25821 members 
Mstep: Class 5 contains 121297 members 
Mstep: Class 6 contains 25908 members 
Mstep: Class 7 contains 63629 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 17518 members 
Mstep: Class 10 contains 44864 members 
Mstep: Class 11 contains 53788 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 30543 members 
Mstep: Class 20 contains 3043 members 
Entering Unmasked Estep 
Score: -53909640.000000 Penalty: 33658.582031
Splitting cluster 3 changes total score from -53907688.000000 to -53909640.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (25821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Entering Unmasked Estep 
Score: -3386684.250000 Penalty: 1650.828247
	Iteration 0F: 2 clusters Score -3386684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3369191.750000 Penalty: 3301.656494
	Iteration 0F: 3 clusters Score -3369192 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3375708.500000 Penalty: 3301.656494
	Iteration 1F: 3 clusters Score -3375708 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3376336.500000 Penalty: 3301.656494
	Iteration 2F: 3 clusters Score -3376336 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3377141.250000 Penalty: 3301.656494
	Iteration 3F: 3 clusters Score -3377141 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3378405.500000 Penalty: 3301.656494
	Iteration 4F: 3 clusters Score -3378406 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3380290.500000 Penalty: 3301.656494
	Iteration 5F: 3 clusters Score -3380290 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3382261.750000 Penalty: 3301.656494
	Iteration 6F: 3 clusters Score -3382262 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3383759.250000 Penalty: 3301.656494
	Iteration 7F: 3 clusters Score -3383759 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3384631.500000 Penalty: 3301.656494
	Iteration 8Q: 3 clusters Score -3384632 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3385067.750000 Penalty: 3301.656494
	Iteration 9Q: 3 clusters Score -3385068 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3385326.500000 Penalty: 3301.656494
	Iteration 10Q: 3 clusters Score -3385326 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3385578.500000 Penalty: 3301.656494
	Iteration 11Q: 3 clusters Score -3385578 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3385793.250000 Penalty: 3301.656494
	Iteration 12Q: 3 clusters Score -3385793 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3385961.750000 Penalty: 3301.656494
	Iteration 13Q: 3 clusters Score -3385962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3386056.000000 Penalty: 3301.656494
	Iteration 14Q: 3 clusters Score -3386056 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3386108.500000 Penalty: 3301.656494
	Iteration 15Q: 3 clusters Score -3386108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3386152.250000 Penalty: 3301.656494
	Iteration 16Q: 3 clusters Score -3386152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3386181.500000 Penalty: 3301.656494
	Iteration 17Q: 3 clusters Score -3386182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3386188.000000 Penalty: 3301.656494
	Iteration 18Q: 3 clusters Score -3386188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3386192.750000 Penalty: 3301.656494
	Iteration 19Q: 3 clusters Score -3386193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3386199.250000 Penalty: 3301.656494
	Iteration 20F: 3 clusters Score -3386199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3386203.750000 Penalty: 3301.656494
	Iteration 21Q: 3 clusters Score -3386204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3386208.500000 Penalty: 3301.656494
	Iteration 22Q: 3 clusters Score -3386208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3386211.500000 Penalty: 3301.656494
	Iteration 23Q: 3 clusters Score -3386212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3386207.250000 Penalty: 3301.656494
	Iteration 24Q: 3 clusters Score -3386207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3386209.250000 Penalty: 3301.656494
	Iteration 25Q: 3 clusters Score -3386209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3386205.250000 Penalty: 3301.656494
	Iteration 26Q: 3 clusters Score -3386205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3386204.250000 Penalty: 3301.656494
	Iteration 27Q: 3 clusters Score -3386204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3386203.000000 Penalty: 3301.656494
	Iteration 28Q: 3 clusters Score -3386203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3386203.250000 Penalty: 3301.656494
	Iteration 29Q: 3 clusters Score -3386203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3386201.000000 Penalty: 3301.656494
	Iteration 30Q: 3 clusters Score -3386201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3386202.750000 Penalty: 3301.656494
	Iteration 31Q: 3 clusters Score -3386203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3386205.500000 Penalty: 3301.656494
	Iteration 32Q: 3 clusters Score -3386206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3386206.250000 Penalty: 3301.656494
	Iteration 33Q: 3 clusters Score -3386206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3386206.250000 Penalty: 3301.656494
	Iteration 34F: 3 clusters Score -3386206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (121297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121297 members 
Entering Unmasked Estep 
Score: -15958954.000000 Penalty: 1902.224609
	Iteration 0F: 2 clusters Score -1.595895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -15895060.000000 Penalty: 3804.449219
	Iteration 0F: 3 clusters Score -1.589506e+07 nChanged 58138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -15928914.000000 Penalty: 3804.449219
	Iteration 1F: 3 clusters Score -1.592891e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -15929893.000000 Penalty: 3804.449219
	Iteration 2Q: 3 clusters Score -1.592989e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -15930955.000000 Penalty: 3804.449219
	Iteration 3Q: 3 clusters Score -1.593096e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -15932649.000000 Penalty: 3804.449219
	Iteration 4Q: 3 clusters Score -1.593265e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -15935199.000000 Penalty: 3804.449219
	Iteration 5F: 3 clusters Score -1.59352e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -15938985.000000 Penalty: 3804.449219
	Iteration 6F: 3 clusters Score -1.593898e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -15943362.000000 Penalty: 3804.449219
	Iteration 7F: 3 clusters Score -1.594336e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -15947110.000000 Penalty: 3804.449219
	Iteration 8F: 3 clusters Score -1.594711e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -15949650.000000 Penalty: 3804.449219
	Iteration 9Q: 3 clusters Score -1.594965e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -15951038.000000 Penalty: 3804.449219
	Iteration 10Q: 3 clusters Score -1.595104e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -15951580.000000 Penalty: 3804.449219
	Iteration 11Q: 3 clusters Score -1.595158e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -15951849.000000 Penalty: 3804.449219
	Iteration 12Q: 3 clusters Score -1.595185e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -15952171.000000 Penalty: 3804.449219
	Iteration 13Q: 3 clusters Score -1.595217e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -15952354.000000 Penalty: 3804.449219
	Iteration 14Q: 3 clusters Score -1.595235e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -15952677.000000 Penalty: 3804.449219
	Iteration 15Q: 3 clusters Score -1.595268e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -15952939.000000 Penalty: 3804.449219
	Iteration 16Q: 3 clusters Score -1.595294e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -15953110.000000 Penalty: 3804.449219
	Iteration 17Q: 3 clusters Score -1.595311e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -15953381.000000 Penalty: 3804.449219
	Iteration 18Q: 3 clusters Score -1.595338e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -15953603.000000 Penalty: 3804.449219
	Iteration 19Q: 3 clusters Score -1.59536e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -15953694.000000 Penalty: 3804.449219
	Iteration 20F: 3 clusters Score -1.595369e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -15953807.000000 Penalty: 3804.449219
	Iteration 21Q: 3 clusters Score -1.595381e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -15953915.000000 Penalty: 3804.449219
	Iteration 22Q: 3 clusters Score -1.595392e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -15953979.000000 Penalty: 3804.449219
	Iteration 23Q: 3 clusters Score -1.595398e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -15954057.000000 Penalty: 3804.449219
	Iteration 24Q: 3 clusters Score -1.595406e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -15954222.000000 Penalty: 3804.449219
	Iteration 25Q: 3 clusters Score -1.595422e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -15954373.000000 Penalty: 3804.449219
	Iteration 26Q: 3 clusters Score -1.595437e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -15954507.000000 Penalty: 3804.449219
	Iteration 27Q: 3 clusters Score -1.595451e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -15954771.000000 Penalty: 3804.449219
	Iteration 28Q: 3 clusters Score -1.595477e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -15955052.000000 Penalty: 3804.449219
	Iteration 29Q: 3 clusters Score -1.595505e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -15955308.000000 Penalty: 3804.449219
	Iteration 30Q: 3 clusters Score -1.595531e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -15955542.000000 Penalty: 3804.449219
	Iteration 31Q: 3 clusters Score -1.595554e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -15955831.000000 Penalty: 3804.449219
	Iteration 32Q: 3 clusters Score -1.595583e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -15956101.000000 Penalty: 3804.449219
	Iteration 33Q: 3 clusters Score -1.59561e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -15956276.000000 Penalty: 3804.449219
	Iteration 34Q: 3 clusters Score -1.595628e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -15956507.000000 Penalty: 3804.449219
	Iteration 35Q: 3 clusters Score -1.595651e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -15956664.000000 Penalty: 3804.449219
	Iteration 36Q: 3 clusters Score -1.595666e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -15956903.000000 Penalty: 3804.449219
	Iteration 37Q: 3 clusters Score -1.59569e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -15957014.000000 Penalty: 3804.449219
	Iteration 38Q: 3 clusters Score -1.595701e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -15957203.000000 Penalty: 3804.449219
	Iteration 39Q: 3 clusters Score -1.59572e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -15957571.000000 Penalty: 3804.449219
	Iteration 40F: 3 clusters Score -1.595757e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95418 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -15957588.000000 Penalty: 3804.449219
	Iteration 41Q: 3 clusters Score -1.595759e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -15957768.000000 Penalty: 3804.449219
	Iteration 42Q: 3 clusters Score -1.595777e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -15957685.000000 Penalty: 3804.449219
	Iteration 43Q: 3 clusters Score -1.595768e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -15957720.000000 Penalty: 3804.449219
	Iteration 44Q: 3 clusters Score -1.595772e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -15957783.000000 Penalty: 3804.449219
	Iteration 45Q: 3 clusters Score -1.595778e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -15957943.000000 Penalty: 3804.449219
	Iteration 46Q: 3 clusters Score -1.595794e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -15958087.000000 Penalty: 3804.449219
	Iteration 47Q: 3 clusters Score -1.595809e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -15958608.000000 Penalty: 3804.449219
	Iteration 48Q: 3 clusters Score -1.595861e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -15958830.000000 Penalty: 3804.449219
	Iteration 49Q: 3 clusters Score -1.595883e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -15959335.000000 Penalty: 3804.449219
	Iteration 50Q: 3 clusters Score -1.595934e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -15959748.000000 Penalty: 3804.449219
	Iteration 51Q: 3 clusters Score -1.595975e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -15960192.000000 Penalty: 3804.449219
	Iteration 52Q: 3 clusters Score -1.596019e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106580 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -15960594.000000 Penalty: 3804.449219
	Iteration 53Q: 3 clusters Score -1.596059e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107319 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -15961073.000000 Penalty: 3804.449219
	Iteration 54Q: 3 clusters Score -1.596107e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108071 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -15961492.000000 Penalty: 3804.449219
	Iteration 55Q: 3 clusters Score -1.596149e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108839 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -15961740.000000 Penalty: 3804.449219
	Iteration 56Q: 3 clusters Score -1.596174e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109602 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -15961975.000000 Penalty: 3804.449219
	Iteration 57Q: 3 clusters Score -1.596198e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -15962259.000000 Penalty: 3804.449219
	Iteration 58Q: 3 clusters Score -1.596226e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111084 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -15962441.000000 Penalty: 3804.449219
	Iteration 59Q: 3 clusters Score -1.596244e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -15962536.000000 Penalty: 3804.449219
	Iteration 60F: 3 clusters Score -1.596254e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -15962536.000000 Penalty: 3804.449219
	Iteration 61Q: 3 clusters Score -1.596254e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113301 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -15962379.000000 Penalty: 3804.449219
	Iteration 62Q: 3 clusters Score -1.596238e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113918 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -15962123.000000 Penalty: 3804.449219
	Iteration 63Q: 3 clusters Score -1.596212e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -15961906.000000 Penalty: 3804.449219
	Iteration 64Q: 3 clusters Score -1.596191e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -15961627.000000 Penalty: 3804.449219
	Iteration 65Q: 3 clusters Score -1.596163e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115526 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -15961413.000000 Penalty: 3804.449219
	Iteration 66Q: 3 clusters Score -1.596141e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115977 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -15961182.000000 Penalty: 3804.449219
	Iteration 67Q: 3 clusters Score -1.596118e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -15960929.000000 Penalty: 3804.449219
	Iteration 68Q: 3 clusters Score -1.596093e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116780 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -15960693.000000 Penalty: 3804.449219
	Iteration 69Q: 3 clusters Score -1.596069e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117142 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -15960448.000000 Penalty: 3804.449219
	Iteration 70Q: 3 clusters Score -1.596045e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117458 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -15960212.000000 Penalty: 3804.449219
	Iteration 71Q: 3 clusters Score -1.596021e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117733 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -15959976.000000 Penalty: 3804.449219
	Iteration 72Q: 3 clusters Score -1.595998e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117973 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -15959831.000000 Penalty: 3804.449219
	Iteration 73Q: 3 clusters Score -1.595983e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118220 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -15959671.000000 Penalty: 3804.449219
	Iteration 74Q: 3 clusters Score -1.595967e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -15959524.000000 Penalty: 3804.449219
	Iteration 75Q: 3 clusters Score -1.595952e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -15959370.000000 Penalty: 3804.449219
	Iteration 76Q: 3 clusters Score -1.595937e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -15959289.000000 Penalty: 3804.449219
	Iteration 77Q: 3 clusters Score -1.595929e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -15959239.000000 Penalty: 3804.449219
	Iteration 78Q: 3 clusters Score -1.595924e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119027 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -15959164.000000 Penalty: 3804.449219
	Iteration 79Q: 3 clusters Score -1.595916e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119124 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -15959090.000000 Penalty: 3804.449219
	Iteration 80F: 3 clusters Score -1.595909e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -15959007.000000 Penalty: 3804.449219
	Iteration 81Q: 3 clusters Score -1.595901e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119331 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -15958922.000000 Penalty: 3804.449219
	Iteration 82Q: 3 clusters Score -1.595892e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119408 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -15958858.000000 Penalty: 3804.449219
	Iteration 83Q: 3 clusters Score -1.595886e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119483 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -15958825.000000 Penalty: 3804.449219
	Iteration 84Q: 3 clusters Score -1.595882e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119558 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -15958797.000000 Penalty: 3804.449219
	Iteration 85Q: 3 clusters Score -1.59588e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119622 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -15958767.000000 Penalty: 3804.449219
	Iteration 86Q: 3 clusters Score -1.595877e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119688 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -15958682.000000 Penalty: 3804.449219
	Iteration 87Q: 3 clusters Score -1.595868e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119752 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -15958603.000000 Penalty: 3804.449219
	Iteration 88Q: 3 clusters Score -1.59586e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119809 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -15958520.000000 Penalty: 3804.449219
	Iteration 89Q: 3 clusters Score -1.595852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119858 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -15958475.000000 Penalty: 3804.449219
	Iteration 90Q: 3 clusters Score -1.595848e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119908 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -15958413.000000 Penalty: 3804.449219
	Iteration 91Q: 3 clusters Score -1.595841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15958397.000000 Penalty: 3804.449219
	Iteration 92Q: 3 clusters Score -1.59584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119989 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15958389.000000 Penalty: 3804.449219
	Iteration 93Q: 3 clusters Score -1.595839e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -15958358.000000 Penalty: 3804.449219
	Iteration 94Q: 3 clusters Score -1.595836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120051 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -15958346.000000 Penalty: 3804.449219
	Iteration 95Q: 3 clusters Score -1.595835e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120081 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -15958323.000000 Penalty: 3804.449219
	Iteration 96Q: 3 clusters Score -1.595832e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120106 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -15958302.000000 Penalty: 3804.449219
	Iteration 97Q: 3 clusters Score -1.59583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -15958286.000000 Penalty: 3804.449219
	Iteration 98Q: 3 clusters Score -1.595829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120141 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -15958277.000000 Penalty: 3804.449219
	Iteration 99Q: 3 clusters Score -1.595828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120154 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -15958254.000000 Penalty: 3804.449219
	Iteration 100F: 3 clusters Score -1.595825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120169 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -15958261.000000 Penalty: 3804.449219
	Iteration 101Q: 3 clusters Score -1.595826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -15958264.000000 Penalty: 3804.449219
	Iteration 102Q: 3 clusters Score -1.595826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120179 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -15958264.000000 Penalty: 3804.449219
	Iteration 103Q: 3 clusters Score -1.595826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15958263.000000 Penalty: 3804.449219
	Iteration 104Q: 3 clusters Score -1.595826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120193 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15958262.000000 Penalty: 3804.449219
	Iteration 105Q: 3 clusters Score -1.595826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120204 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15958274.000000 Penalty: 3804.449219
	Iteration 106Q: 3 clusters Score -1.595827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120220 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -15958269.000000 Penalty: 3804.449219
	Iteration 107Q: 3 clusters Score -1.595827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120228 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -15958273.000000 Penalty: 3804.449219
	Iteration 108Q: 3 clusters Score -1.595827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -15958261.000000 Penalty: 3804.449219
	Iteration 109Q: 3 clusters Score -1.595826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120243 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15958256.000000 Penalty: 3804.449219
	Iteration 110Q: 3 clusters Score -1.595826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15958256.000000 Penalty: 3804.449219
	Iteration 111Q: 3 clusters Score -1.595826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120259 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -15958256.000000 Penalty: 3804.449219
	Iteration 112Q: 3 clusters Score -1.595826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120271 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15958271.000000 Penalty: 3804.449219
	Iteration 113Q: 3 clusters Score -1.595827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120280 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -15958266.000000 Penalty: 3804.449219
	Iteration 114Q: 3 clusters Score -1.595827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15958272.000000 Penalty: 3804.449219
	Iteration 115Q: 3 clusters Score -1.595827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120284 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -15958261.000000 Penalty: 3804.449219
	Iteration 116Q: 3 clusters Score -1.595826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120284 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -15958267.000000 Penalty: 3804.449219
	Iteration 117Q: 3 clusters Score -1.595827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120286 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -15958268.000000 Penalty: 3804.449219
	Iteration 118Q: 3 clusters Score -1.595827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -15958258.000000 Penalty: 3804.449219
	Iteration 119Q: 3 clusters Score -1.595826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15958268.000000 Penalty: 3804.449219
	Iteration 120F: 3 clusters Score -1.595827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -15958265.000000 Penalty: 3804.449219
	Iteration 121Q: 3 clusters Score -1.595826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -15958268.000000 Penalty: 3804.449219
	Iteration 122Q: 3 clusters Score -1.595827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120292 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -15958267.000000 Penalty: 3804.449219
	Iteration 123Q: 3 clusters Score -1.595827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120294 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -15958251.000000 Penalty: 3804.449219
	Iteration 124Q: 3 clusters Score -1.595825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15958258.000000 Penalty: 3804.449219
	Iteration 125Q: 3 clusters Score -1.595826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120299 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -15958262.000000 Penalty: 3804.449219
	Iteration 126Q: 3 clusters Score -1.595826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120305 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -15958248.000000 Penalty: 3804.449219
	Iteration 127Q: 3 clusters Score -1.595825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -15958265.000000 Penalty: 3804.449219
	Iteration 128Q: 3 clusters Score -1.595826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120322 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15958236.000000 Penalty: 3804.449219
	Iteration 129Q: 3 clusters Score -1.595824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15958258.000000 Penalty: 3804.449219
	Iteration 130Q: 3 clusters Score -1.595826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120334 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -15958259.000000 Penalty: 3804.449219
	Iteration 131Q: 3 clusters Score -1.595826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -15958251.000000 Penalty: 3804.449219
	Iteration 132Q: 3 clusters Score -1.595825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120345 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -15958251.000000 Penalty: 3804.449219
	Iteration 133Q: 3 clusters Score -1.595825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120348 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -15958246.000000 Penalty: 3804.449219
	Iteration 134Q: 3 clusters Score -1.595825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120350 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -15958229.000000 Penalty: 3804.449219
	Iteration 135Q: 3 clusters Score -1.595823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120353 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -15958224.000000 Penalty: 3804.449219
	Iteration 136Q: 3 clusters Score -1.595822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15958240.000000 Penalty: 3804.449219
	Iteration 137Q: 3 clusters Score -1.595824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120364 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -15958239.000000 Penalty: 3804.449219
	Iteration 138Q: 3 clusters Score -1.595824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120370 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -15958218.000000 Penalty: 3804.449219
	Iteration 139Q: 3 clusters Score -1.595822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -15958213.000000 Penalty: 3804.449219
	Iteration 140F: 3 clusters Score -1.595821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Entering Unmasked Estep 
Score: -3399035.000000 Penalty: 1651.374878
	Iteration 0F: 2 clusters Score -3399035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3381499.000000 Penalty: 3302.749756
	Iteration 0F: 3 clusters Score -3381499 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3388033.250000 Penalty: 3302.749756
	Iteration 1F: 3 clusters Score -3388033 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3388459.000000 Penalty: 3302.749756
	Iteration 2Q: 3 clusters Score -3388459 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3389087.750000 Penalty: 3302.749756
	Iteration 3Q: 3 clusters Score -3389088 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3389989.000000 Penalty: 3302.749756
	Iteration 4F: 3 clusters Score -3389989 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3391201.000000 Penalty: 3302.749756
	Iteration 5F: 3 clusters Score -3391201 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3392571.500000 Penalty: 3302.749756
	Iteration 6F: 3 clusters Score -3392572 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3394143.000000 Penalty: 3302.749756
	Iteration 7F: 3 clusters Score -3394143 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3395642.500000 Penalty: 3302.749756
	Iteration 8F: 3 clusters Score -3395642 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3396619.000000 Penalty: 3302.749756
	Iteration 9Q: 3 clusters Score -3396619 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3397071.000000 Penalty: 3302.749756
	Iteration 10Q: 3 clusters Score -3397071 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3397291.500000 Penalty: 3302.749756
	Iteration 11Q: 3 clusters Score -3397292 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3397413.500000 Penalty: 3302.749756
	Iteration 12Q: 3 clusters Score -3397414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3397482.750000 Penalty: 3302.749756
	Iteration 13Q: 3 clusters Score -3397483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3397520.500000 Penalty: 3302.749756
	Iteration 14Q: 3 clusters Score -3397520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3397545.500000 Penalty: 3302.749756
	Iteration 15Q: 3 clusters Score -3397546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3397551.000000 Penalty: 3302.749756
	Iteration 16Q: 3 clusters Score -3397551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3397555.500000 Penalty: 3302.749756
	Iteration 17Q: 3 clusters Score -3397556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3397563.750000 Penalty: 3302.749756
	Iteration 18Q: 3 clusters Score -3397564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3397565.750000 Penalty: 3302.749756
	Iteration 19Q: 3 clusters Score -3397566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3397567.000000 Penalty: 3302.749756
	Iteration 20F: 3 clusters Score -3397567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Entering Unmasked Estep 
Score: -8391699.000000 Penalty: 1797.383911
	Iteration 0F: 2 clusters Score -8391699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -8349779.500000 Penalty: 3594.767822
	Iteration 0F: 3 clusters Score -8349780 nChanged 30214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -8367304.000000 Penalty: 3594.767822
	Iteration 1F: 3 clusters Score -8367304 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -8368123.000000 Penalty: 3594.767822
	Iteration 2Q: 3 clusters Score -8368123 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -8369327.500000 Penalty: 3594.767822
	Iteration 3Q: 3 clusters Score -8369328 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -8370989.500000 Penalty: 3594.767822
	Iteration 4F: 3 clusters Score -8370990 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -8373221.000000 Penalty: 3594.767822
	Iteration 5F: 3 clusters Score -8373221 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8375879.500000 Penalty: 3594.767822
	Iteration 6F: 3 clusters Score -8375880 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -8378752.500000 Penalty: 3594.767822
	Iteration 7F: 3 clusters Score -8378752 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -8381327.500000 Penalty: 3594.767822
	Iteration 8F: 3 clusters Score -8381328 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -8383397.500000 Penalty: 3594.767822
	Iteration 9Q: 3 clusters Score -8383398 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -8385006.000000 Penalty: 3594.767822
	Iteration 10Q: 3 clusters Score -8385006 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -8386213.000000 Penalty: 3594.767822
	Iteration 11Q: 3 clusters Score -8386213 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8387380.000000 Penalty: 3594.767822
	Iteration 12Q: 3 clusters Score -8387380 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8388364.000000 Penalty: 3594.767822
	Iteration 13Q: 3 clusters Score -8388364 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8389109.000000 Penalty: 3594.767822
	Iteration 14Q: 3 clusters Score -8389109 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8389533.000000 Penalty: 3594.767822
	Iteration 15Q: 3 clusters Score -8389533 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8389829.000000 Penalty: 3594.767822
	Iteration 16Q: 3 clusters Score -8389829 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8389985.000000 Penalty: 3594.767822
	Iteration 17Q: 3 clusters Score -8389985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8390051.000000 Penalty: 3594.767822
	Iteration 18Q: 3 clusters Score -8390051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8390103.000000 Penalty: 3594.767822
	Iteration 19Q: 3 clusters Score -8390103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8390118.000000 Penalty: 3594.767822
	Iteration 20F: 3 clusters Score -8390118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8390131.000000 Penalty: 3594.767822
	Iteration 21Q: 3 clusters Score -8390131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8390130.000000 Penalty: 3594.767822
	Iteration 22Q: 3 clusters Score -8390130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8390138.000000 Penalty: 3594.767822
	Iteration 23Q: 3 clusters Score -8390138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8390139.000000 Penalty: 3594.767822
	Iteration 24Q: 3 clusters Score -8390139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8390140.000000 Penalty: 3594.767822
	Iteration 25Q: 3 clusters Score -8390140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8390144.000000 Penalty: 3594.767822
	Iteration 26Q: 3 clusters Score -8390144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8390148.000000 Penalty: 3594.767822
	Iteration 27Q: 3 clusters Score -8390148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8390150.000000 Penalty: 3594.767822
	Iteration 28Q: 3 clusters Score -8390150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8390161.000000 Penalty: 3594.767822
	Iteration 29Q: 3 clusters Score -8390161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8390161.000000 Penalty: 3594.767822
	Iteration 30F: 3 clusters Score -8390161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Entering Unmasked Estep 
Score: -1579160.750000 Penalty: 1534.840942
	Iteration 0F: 2 clusters Score -1579161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1570383.875000 Penalty: 3069.681885
	Iteration 0F: 3 clusters Score -1570384 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1573556.500000 Penalty: 3069.681885
	Iteration 1F: 3 clusters Score -1573556 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1574421.875000 Penalty: 3069.681885
	Iteration 2F: 3 clusters Score -1574422 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1575446.250000 Penalty: 3069.681885
	Iteration 3F: 3 clusters Score -1575446 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1576259.875000 Penalty: 3069.681885
	Iteration 4F: 3 clusters Score -1576260 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1576751.500000 Penalty: 3069.681885
	Iteration 5F: 3 clusters Score -1576752 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1577010.000000 Penalty: 3069.681885
	Iteration 6Q: 3 clusters Score -1577010 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1577174.125000 Penalty: 3069.681885
	Iteration 7Q: 3 clusters Score -1577174 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1577293.125000 Penalty: 3069.681885
	Iteration 8Q: 3 clusters Score -1577293 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1577380.750000 Penalty: 3069.681885
	Iteration 9Q: 3 clusters Score -1577381 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1577459.750000 Penalty: 3069.681885
	Iteration 10Q: 3 clusters Score -1577460 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1577531.125000 Penalty: 3069.681885
	Iteration 11Q: 3 clusters Score -1577531 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1577577.375000 Penalty: 3069.681885
	Iteration 12Q: 3 clusters Score -1577577 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1577616.000000 Penalty: 3069.681885
	Iteration 13Q: 3 clusters Score -1577616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1577647.500000 Penalty: 3069.681885
	Iteration 14Q: 3 clusters Score -1577648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1577670.625000 Penalty: 3069.681885
	Iteration 15Q: 3 clusters Score -1577671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1577707.625000 Penalty: 3069.681885
	Iteration 16Q: 3 clusters Score -1577708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1577747.875000 Penalty: 3069.681885
	Iteration 17Q: 3 clusters Score -1577748 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1577783.250000 Penalty: 3069.681885
	Iteration 18Q: 3 clusters Score -1577783 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1577806.625000 Penalty: 3069.681885
	Iteration 19Q: 3 clusters Score -1577807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1577823.375000 Penalty: 3069.681885
	Iteration 20F: 3 clusters Score -1577823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1577834.125000 Penalty: 3069.681885
	Iteration 21Q: 3 clusters Score -1577834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1577843.750000 Penalty: 3069.681885
	Iteration 22Q: 3 clusters Score -1577844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1577857.250000 Penalty: 3069.681885
	Iteration 23Q: 3 clusters Score -1577857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1577876.125000 Penalty: 3069.681885
	Iteration 24Q: 3 clusters Score -1577876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1577886.375000 Penalty: 3069.681885
	Iteration 25Q: 3 clusters Score -1577886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1577892.500000 Penalty: 3069.681885
	Iteration 26Q: 3 clusters Score -1577892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1577902.875000 Penalty: 3069.681885
	Iteration 27Q: 3 clusters Score -1577903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1577908.250000 Penalty: 3069.681885
	Iteration 28Q: 3 clusters Score -1577908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1577918.875000 Penalty: 3069.681885
	Iteration 29Q: 3 clusters Score -1577919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1577922.250000 Penalty: 3069.681885
	Iteration 30Q: 3 clusters Score -1577922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1577932.000000 Penalty: 3069.681885
	Iteration 31Q: 3 clusters Score -1577932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1577944.500000 Penalty: 3069.681885
	Iteration 32Q: 3 clusters Score -1577944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1577955.250000 Penalty: 3069.681885
	Iteration 33Q: 3 clusters Score -1577955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1577965.250000 Penalty: 3069.681885
	Iteration 34Q: 3 clusters Score -1577965 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1577979.750000 Penalty: 3069.681885
	Iteration 35Q: 3 clusters Score -1577980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1577995.750000 Penalty: 3069.681885
	Iteration 36Q: 3 clusters Score -1577996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1578022.625000 Penalty: 3069.681885
	Iteration 37Q: 3 clusters Score -1578023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1578044.625000 Penalty: 3069.681885
	Iteration 38Q: 3 clusters Score -1578045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1578072.750000 Penalty: 3069.681885
	Iteration 39Q: 3 clusters Score -1578073 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1578097.000000 Penalty: 3069.681885
	Iteration 40F: 3 clusters Score -1578097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1578127.875000 Penalty: 3069.681885
	Iteration 41Q: 3 clusters Score -1578128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1578144.125000 Penalty: 3069.681885
	Iteration 42Q: 3 clusters Score -1578144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1578161.875000 Penalty: 3069.681885
	Iteration 43Q: 3 clusters Score -1578162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1578181.250000 Penalty: 3069.681885
	Iteration 44Q: 3 clusters Score -1578181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1578195.875000 Penalty: 3069.681885
	Iteration 45Q: 3 clusters Score -1578196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1578198.125000 Penalty: 3069.681885
	Iteration 46Q: 3 clusters Score -1578198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1578199.500000 Penalty: 3069.681885
	Iteration 47Q: 3 clusters Score -1578200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1578204.375000 Penalty: 3069.681885
	Iteration 48Q: 3 clusters Score -1578204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1578206.500000 Penalty: 3069.681885
	Iteration 49Q: 3 clusters Score -1578206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1578208.250000 Penalty: 3069.681885
	Iteration 50Q: 3 clusters Score -1578208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1578208.375000 Penalty: 3069.681885
	Iteration 51Q: 3 clusters Score -1578208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1578209.500000 Penalty: 3069.681885
	Iteration 52Q: 3 clusters Score -1578210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1578210.000000 Penalty: 3069.681885
	Iteration 53Q: 3 clusters Score -1578210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1578215.500000 Penalty: 3069.681885
	Iteration 54Q: 3 clusters Score -1578216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1578215.875000 Penalty: 3069.681885
	Iteration 55Q: 3 clusters Score -1578216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1578214.000000 Penalty: 3069.681885
	Iteration 56Q: 3 clusters Score -1578214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1578210.750000 Penalty: 3069.681885
	Iteration 57Q: 3 clusters Score -1578211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1578212.750000 Penalty: 3069.681885
	Iteration 58Q: 3 clusters Score -1578213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1578212.750000 Penalty: 3069.681885
	Iteration 59Q: 3 clusters Score -1578213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1578215.500000 Penalty: 3069.681885
	Iteration 60F: 3 clusters Score -1578216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1578218.625000 Penalty: 3069.681885
	Iteration 61Q: 3 clusters Score -1578219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1578221.000000 Penalty: 3069.681885
	Iteration 62Q: 3 clusters Score -1578221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1578221.625000 Penalty: 3069.681885
	Iteration 63Q: 3 clusters Score -1578222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1578220.875000 Penalty: 3069.681885
	Iteration 64Q: 3 clusters Score -1578221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1578223.625000 Penalty: 3069.681885
	Iteration 65Q: 3 clusters Score -1578224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1578221.625000 Penalty: 3069.681885
	Iteration 66Q: 3 clusters Score -1578222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1578220.875000 Penalty: 3069.681885
	Iteration 67Q: 3 clusters Score -1578221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1578222.125000 Penalty: 3069.681885
	Iteration 68Q: 3 clusters Score -1578222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1578222.125000 Penalty: 3069.681885
	Iteration 69F: 3 clusters Score -1578222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Entering Unmasked Estep 
Score: -2191143.750000 Penalty: 1587.785034
	Iteration 0F: 2 clusters Score -2191144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2179250.000000 Penalty: 3175.570068
	Iteration 0F: 3 clusters Score -2179250 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2183674.500000 Penalty: 3175.570068
	Iteration 1F: 3 clusters Score -2183674 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2184184.250000 Penalty: 3175.570068
	Iteration 2F: 3 clusters Score -2184184 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2184763.500000 Penalty: 3175.570068
	Iteration 3F: 3 clusters Score -2184764 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2185337.750000 Penalty: 3175.570068
	Iteration 4F: 3 clusters Score -2185338 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2185895.500000 Penalty: 3175.570068
	Iteration 5F: 3 clusters Score -2185896 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2186502.750000 Penalty: 3175.570068
	Iteration 6F: 3 clusters Score -2186503 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2187158.500000 Penalty: 3175.570068
	Iteration 7F: 3 clusters Score -2187158 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2187837.000000 Penalty: 3175.570068
	Iteration 8Q: 3 clusters Score -2187837 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2188393.500000 Penalty: 3175.570068
	Iteration 9Q: 3 clusters Score -2188394 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2188854.500000 Penalty: 3175.570068
	Iteration 10Q: 3 clusters Score -2188854 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2189198.500000 Penalty: 3175.570068
	Iteration 11Q: 3 clusters Score -2189198 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2189429.750000 Penalty: 3175.570068
	Iteration 12Q: 3 clusters Score -2189430 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2189598.750000 Penalty: 3175.570068
	Iteration 13Q: 3 clusters Score -2189599 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2189729.750000 Penalty: 3175.570068
	Iteration 14Q: 3 clusters Score -2189730 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2189826.250000 Penalty: 3175.570068
	Iteration 15Q: 3 clusters Score -2189826 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2189883.250000 Penalty: 3175.570068
	Iteration 16Q: 3 clusters Score -2189883 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2189921.500000 Penalty: 3175.570068
	Iteration 17Q: 3 clusters Score -2189922 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2189960.250000 Penalty: 3175.570068
	Iteration 18Q: 3 clusters Score -2189960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2189987.000000 Penalty: 3175.570068
	Iteration 19Q: 3 clusters Score -2189987 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2190010.250000 Penalty: 3175.570068
	Iteration 20F: 3 clusters Score -2190010 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2190026.500000 Penalty: 3175.570068
	Iteration 21Q: 3 clusters Score -2190026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2190050.250000 Penalty: 3175.570068
	Iteration 22Q: 3 clusters Score -2190050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2190067.500000 Penalty: 3175.570068
	Iteration 23Q: 3 clusters Score -2190068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2190079.000000 Penalty: 3175.570068
	Iteration 24Q: 3 clusters Score -2190079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2190084.750000 Penalty: 3175.570068
	Iteration 25Q: 3 clusters Score -2190085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2190088.000000 Penalty: 3175.570068
	Iteration 26Q: 3 clusters Score -2190088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2190093.250000 Penalty: 3175.570068
	Iteration 27Q: 3 clusters Score -2190093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2190096.000000 Penalty: 3175.570068
	Iteration 28Q: 3 clusters Score -2190096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2190101.000000 Penalty: 3175.570068
	Iteration 29Q: 3 clusters Score -2190101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2190100.000000 Penalty: 3175.570068
	Iteration 30Q: 3 clusters Score -2190100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2190104.000000 Penalty: 3175.570068
	Iteration 31Q: 3 clusters Score -2190104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2190106.250000 Penalty: 3175.570068
	Iteration 32Q: 3 clusters Score -2190106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2190102.250000 Penalty: 3175.570068
	Iteration 33Q: 3 clusters Score -2190102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2190104.000000 Penalty: 3175.570068
	Iteration 34Q: 3 clusters Score -2190104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2190104.750000 Penalty: 3175.570068
	Iteration 35Q: 3 clusters Score -2190105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2190103.750000 Penalty: 3175.570068
	Iteration 36Q: 3 clusters Score -2190104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2190104.250000 Penalty: 3175.570068
	Iteration 37Q: 3 clusters Score -2190104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2190104.000000 Penalty: 3175.570068
	Iteration 38Q: 3 clusters Score -2190104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2190104.000000 Penalty: 3175.570068
	Iteration 39F: 3 clusters Score -2190104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Entering Unmasked Estep 
Score: -5878978.000000 Penalty: 1740.601074
	Iteration 0F: 2 clusters Score -5878978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -5848975.000000 Penalty: 3481.202148
	Iteration 0F: 3 clusters Score -5848975 nChanged 20950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -5860742.000000 Penalty: 3481.202148
	Iteration 1F: 3 clusters Score -5860742 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -5861303.000000 Penalty: 3481.202148
	Iteration 2Q: 3 clusters Score -5861303 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -5862052.000000 Penalty: 3481.202148
	Iteration 3Q: 3 clusters Score -5862052 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -5863282.000000 Penalty: 3481.202148
	Iteration 4Q: 3 clusters Score -5863282 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -5865505.000000 Penalty: 3481.202148
	Iteration 5F: 3 clusters Score -5865505 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5869473.000000 Penalty: 3481.202148
	Iteration 6F: 3 clusters Score -5869473 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -5873798.500000 Penalty: 3481.202148
	Iteration 7F: 3 clusters Score -5873798 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5876371.500000 Penalty: 3481.202148
	Iteration 8F: 3 clusters Score -5876372 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -5877607.000000 Penalty: 3481.202148
	Iteration 9Q: 3 clusters Score -5877607 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5878488.500000 Penalty: 3481.202148
	Iteration 10Q: 3 clusters Score -5878488 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -5879204.000000 Penalty: 3481.202148
	Iteration 11Q: 3 clusters Score -5879204 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -5879919.000000 Penalty: 3481.202148
	Iteration 12Q: 3 clusters Score -5879919 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -5880597.000000 Penalty: 3481.202148
	Iteration 13Q: 3 clusters Score -5880597 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5881106.000000 Penalty: 3481.202148
	Iteration 14Q: 3 clusters Score -5881106 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -5881550.000000 Penalty: 3481.202148
	Iteration 15Q: 3 clusters Score -5881550 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5881844.000000 Penalty: 3481.202148
	Iteration 16Q: 3 clusters Score -5881844 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -5882050.000000 Penalty: 3481.202148
	Iteration 17Q: 3 clusters Score -5882050 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -5882162.000000 Penalty: 3481.202148
	Iteration 18Q: 3 clusters Score -5882162 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -5882234.500000 Penalty: 3481.202148
	Iteration 19Q: 3 clusters Score -5882234 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -5882330.000000 Penalty: 3481.202148
	Iteration 20F: 3 clusters Score -5882330 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -5882384.500000 Penalty: 3481.202148
	Iteration 21Q: 3 clusters Score -5882384 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -5882405.500000 Penalty: 3481.202148
	Iteration 22Q: 3 clusters Score -5882406 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -5882412.000000 Penalty: 3481.202148
	Iteration 23Q: 3 clusters Score -5882412 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -5882423.000000 Penalty: 3481.202148
	Iteration 24Q: 3 clusters Score -5882423 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -5882432.000000 Penalty: 3481.202148
	Iteration 25Q: 3 clusters Score -5882432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -5882465.000000 Penalty: 3481.202148
	Iteration 26Q: 3 clusters Score -5882465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -5882460.500000 Penalty: 3481.202148
	Iteration 27Q: 3 clusters Score -5882460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -5882472.000000 Penalty: 3481.202148
	Iteration 28Q: 3 clusters Score -5882472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -5882486.000000 Penalty: 3481.202148
	Iteration 29Q: 3 clusters Score -5882486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5882491.500000 Penalty: 3481.202148
	Iteration 30Q: 3 clusters Score -5882492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -5882492.500000 Penalty: 3481.202148
	Iteration 31Q: 3 clusters Score -5882492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5882482.000000 Penalty: 3481.202148
	Iteration 32Q: 3 clusters Score -5882482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -5882480.000000 Penalty: 3481.202148
	Iteration 33Q: 3 clusters Score -5882480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5882480.500000 Penalty: 3481.202148
	Iteration 34Q: 3 clusters Score -5882480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -5882474.000000 Penalty: 3481.202148
	Iteration 35Q: 3 clusters Score -5882474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -5882480.000000 Penalty: 3481.202148
	Iteration 36Q: 3 clusters Score -5882480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -5882480.500000 Penalty: 3481.202148
	Iteration 37Q: 3 clusters Score -5882480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -5882479.000000 Penalty: 3481.202148
	Iteration 38Q: 3 clusters Score -5882479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5882481.000000 Penalty: 3481.202148
	Iteration 39Q: 3 clusters Score -5882481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -5882486.000000 Penalty: 3481.202148
	Iteration 40F: 3 clusters Score -5882486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5882481.500000 Penalty: 3481.202148
	Iteration 41Q: 3 clusters Score -5882482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -5882480.000000 Penalty: 3481.202148
	Iteration 42Q: 3 clusters Score -5882480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -5882481.500000 Penalty: 3481.202148
	Iteration 43Q: 3 clusters Score -5882482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -5882482.500000 Penalty: 3481.202148
	Iteration 44Q: 3 clusters Score -5882482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -5882480.000000 Penalty: 3481.202148
	Iteration 45Q: 3 clusters Score -5882480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -5882480.000000 Penalty: 3481.202148
	Iteration 46F: 3 clusters Score -5882480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 4 contains 25821 members 
Mstep: Class 5 contains 121297 members 
Mstep: Class 6 contains 25908 members 
Mstep: Class 7 contains 63629 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 17518 members 
Mstep: Class 10 contains 14030 members 
Mstep: Class 11 contains 53788 members 
Mstep: Class 12 contains 30834 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 30543 members 
Mstep: Class 20 contains 3043 members 
Entering Unmasked Estep 
Score: -53912688.000000 Penalty: 35762.246094
Splitting cluster 10 changes total score from -53907688.000000 to -53912688.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 11 (53788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Entering Unmasked Estep 
Score: -7082940.500000 Penalty: 1770.080933
	Iteration 0F: 2 clusters Score -7082940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -7046943.000000 Penalty: 3540.161865
	Iteration 0F: 3 clusters Score -7046943 nChanged 25342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -7061356.500000 Penalty: 3540.161865
	Iteration 1F: 3 clusters Score -7061356 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -7061951.500000 Penalty: 3540.161865
	Iteration 2Q: 3 clusters Score -7061952 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -7062757.500000 Penalty: 3540.161865
	Iteration 3Q: 3 clusters Score -7062758 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -7063969.500000 Penalty: 3540.161865
	Iteration 4Q: 3 clusters Score -7063970 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -7065650.000000 Penalty: 3540.161865
	Iteration 5F: 3 clusters Score -7065650 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -7068173.500000 Penalty: 3540.161865
	Iteration 6F: 3 clusters Score -7068174 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -7071653.000000 Penalty: 3540.161865
	Iteration 7F: 3 clusters Score -7071653 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -7075081.500000 Penalty: 3540.161865
	Iteration 8F: 3 clusters Score -7075082 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7077984.500000 Penalty: 3540.161865
	Iteration 9F: 3 clusters Score -7077984 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7079791.500000 Penalty: 3540.161865
	Iteration 10Q: 3 clusters Score -7079792 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7080695.000000 Penalty: 3540.161865
	Iteration 11Q: 3 clusters Score -7080695 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7081099.500000 Penalty: 3540.161865
	Iteration 12Q: 3 clusters Score -7081100 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7081240.000000 Penalty: 3540.161865
	Iteration 13Q: 3 clusters Score -7081240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7081310.500000 Penalty: 3540.161865
	Iteration 14Q: 3 clusters Score -7081310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7081345.000000 Penalty: 3540.161865
	Iteration 15Q: 3 clusters Score -7081345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7081353.000000 Penalty: 3540.161865
	Iteration 16Q: 3 clusters Score -7081353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7081360.000000 Penalty: 3540.161865
	Iteration 17Q: 3 clusters Score -7081360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7081368.000000 Penalty: 3540.161865
	Iteration 18Q: 3 clusters Score -7081368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7081368.500000 Penalty: 3540.161865
	Iteration 19Q: 3 clusters Score -7081368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7081372.500000 Penalty: 3540.161865
	Iteration 20F: 3 clusters Score -7081372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7081368.500000 Penalty: 3540.161865
	Iteration 21Q: 3 clusters Score -7081368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7081368.500000 Penalty: 3540.161865
	Iteration 22F: 3 clusters Score -7081368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -132924.000000 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -132924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131438.984375 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -131439 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131743.578125 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -131743.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131833.937500 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -131833.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131887.187500 Penalty: 2283.300049
	Iteration 3Q: 3 clusters Score -131887.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131924.265625 Penalty: 2283.300049
	Iteration 4Q: 3 clusters Score -131924.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -131948.171875 Penalty: 2283.300049
	Iteration 5Q: 3 clusters Score -131948.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131962.625000 Penalty: 2283.300049
	Iteration 6Q: 3 clusters Score -131962.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131980.078125 Penalty: 2283.300049
	Iteration 7Q: 3 clusters Score -131980.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132006.343750 Penalty: 2283.300049
	Iteration 8Q: 3 clusters Score -132006.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132029.343750 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -132029.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -132038.984375 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -132039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -132044.234375 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -132044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132051.093750 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -132051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132053.968750 Penalty: 2283.300049
	Iteration 13Q: 3 clusters Score -132054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132055.375000 Penalty: 2283.300049
	Iteration 14Q: 3 clusters Score -132055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132056.312500 Penalty: 2283.300049
	Iteration 15Q: 3 clusters Score -132056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132056.312500 Penalty: 2283.300049
	Iteration 16F: 3 clusters Score -132056.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -280771.843750 Penalty: 1257.504272
	Iteration 0F: 2 clusters Score -280771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -278488.531250 Penalty: 2515.008545
	Iteration 0F: 3 clusters Score -278488.5 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -279045.625000 Penalty: 2515.008545
	Iteration 1F: 3 clusters Score -279045.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -279204.968750 Penalty: 2515.008545
	Iteration 2F: 3 clusters Score -279205 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -279285.062500 Penalty: 2515.008545
	Iteration 3F: 3 clusters Score -279285.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -279336.000000 Penalty: 2515.008545
	Iteration 4Q: 3 clusters Score -279336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -279373.593750 Penalty: 2515.008545
	Iteration 5Q: 3 clusters Score -279373.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -279405.156250 Penalty: 2515.008545
	Iteration 6Q: 3 clusters Score -279405.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -279433.312500 Penalty: 2515.008545
	Iteration 7Q: 3 clusters Score -279433.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -279452.656250 Penalty: 2515.008545
	Iteration 8Q: 3 clusters Score -279452.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -279469.062500 Penalty: 2515.008545
	Iteration 9Q: 3 clusters Score -279469.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -279484.500000 Penalty: 2515.008545
	Iteration 10Q: 3 clusters Score -279484.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -279493.656250 Penalty: 2515.008545
	Iteration 11Q: 3 clusters Score -279493.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -279500.750000 Penalty: 2515.008545
	Iteration 12Q: 3 clusters Score -279500.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -279509.531250 Penalty: 2515.008545
	Iteration 13Q: 3 clusters Score -279509.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -279516.500000 Penalty: 2515.008545
	Iteration 14Q: 3 clusters Score -279516.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -279521.500000 Penalty: 2515.008545
	Iteration 15Q: 3 clusters Score -279521.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -279525.343750 Penalty: 2515.008545
	Iteration 16Q: 3 clusters Score -279525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -279528.281250 Penalty: 2515.008545
	Iteration 17Q: 3 clusters Score -279528.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -279530.000000 Penalty: 2515.008545
	Iteration 18Q: 3 clusters Score -279530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -279530.937500 Penalty: 2515.008545
	Iteration 19Q: 3 clusters Score -279530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -279533.375000 Penalty: 2515.008545
	Iteration 20F: 3 clusters Score -279533.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -279535.437500 Penalty: 2515.008545
	Iteration 21Q: 3 clusters Score -279535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -279536.406250 Penalty: 2515.008545
	Iteration 22Q: 3 clusters Score -279536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -279537.437500 Penalty: 2515.008545
	Iteration 23Q: 3 clusters Score -279537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -279538.187500 Penalty: 2515.008545
	Iteration 24Q: 3 clusters Score -279538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -279538.031250 Penalty: 2515.008545
	Iteration 25Q: 3 clusters Score -279538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -279538.031250 Penalty: 2515.008545
	Iteration 26F: 3 clusters Score -279538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -42262.367188 Penalty: 976.032410
	Iteration 0F: 2 clusters Score -42262.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41454.738281 Penalty: 1952.064819
	Iteration 0F: 3 clusters Score -41454.74 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41711.121094 Penalty: 1952.064819
	Iteration 1F: 3 clusters Score -41711.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41851.148438 Penalty: 1952.064819
	Iteration 2F: 3 clusters Score -41851.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41944.339844 Penalty: 1952.064819
	Iteration 3F: 3 clusters Score -41944.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42016.964844 Penalty: 1952.064819
	Iteration 4Q: 3 clusters Score -42016.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42022.953125 Penalty: 1952.064819
	Iteration 5Q: 3 clusters Score -42022.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42022.953125 Penalty: 1952.064819
	Iteration 6F: 3 clusters Score -42022.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Entering Unmasked Estep 
Score: -4014542.500000 Penalty: 1678.119751
	Iteration 0F: 2 clusters Score -4014542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3994040.750000 Penalty: 3356.239502
	Iteration 0F: 3 clusters Score -3994041 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -4001623.750000 Penalty: 3356.239502
	Iteration 1F: 3 clusters Score -4001624 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4002085.750000 Penalty: 3356.239502
	Iteration 2Q: 3 clusters Score -4002086 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4002651.750000 Penalty: 3356.239502
	Iteration 3Q: 3 clusters Score -4002652 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4003403.500000 Penalty: 3356.239502
	Iteration 4F: 3 clusters Score -4003404 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4004424.250000 Penalty: 3356.239502
	Iteration 5F: 3 clusters Score -4004424 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4005844.000000 Penalty: 3356.239502
	Iteration 6F: 3 clusters Score -4005844 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4007550.750000 Penalty: 3356.239502
	Iteration 7F: 3 clusters Score -4007551 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -4009484.250000 Penalty: 3356.239502
	Iteration 8F: 3 clusters Score -4009484 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -4011070.000000 Penalty: 3356.239502
	Iteration 9F: 3 clusters Score -4011070 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4012112.500000 Penalty: 3356.239502
	Iteration 10Q: 3 clusters Score -4012112 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -4012676.000000 Penalty: 3356.239502
	Iteration 11Q: 3 clusters Score -4012676 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4012900.500000 Penalty: 3356.239502
	Iteration 12Q: 3 clusters Score -4012900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4012999.750000 Penalty: 3356.239502
	Iteration 13Q: 3 clusters Score -4013000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -4013047.250000 Penalty: 3356.239502
	Iteration 14Q: 3 clusters Score -4013047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4013072.500000 Penalty: 3356.239502
	Iteration 15Q: 3 clusters Score -4013072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4013081.750000 Penalty: 3356.239502
	Iteration 16Q: 3 clusters Score -4013082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4013098.500000 Penalty: 3356.239502
	Iteration 17Q: 3 clusters Score -4013098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4013110.250000 Penalty: 3356.239502
	Iteration 18Q: 3 clusters Score -4013110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4013117.750000 Penalty: 3356.239502
	Iteration 19Q: 3 clusters Score -4013118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -4013123.500000 Penalty: 3356.239502
	Iteration 20F: 3 clusters Score -4013124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4013126.750000 Penalty: 3356.239502
	Iteration 21Q: 3 clusters Score -4013127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4013127.750000 Penalty: 3356.239502
	Iteration 22Q: 3 clusters Score -4013128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4013130.000000 Penalty: 3356.239502
	Iteration 23Q: 3 clusters Score -4013130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4013129.250000 Penalty: 3356.239502
	Iteration 24Q: 3 clusters Score -4013129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4013129.250000 Penalty: 3356.239502
	Iteration 25F: 3 clusters Score -4013129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -392042.500000 Penalty: 1303.347412
	Iteration 0F: 2 clusters Score -392042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -389254.343750 Penalty: 2606.694824
	Iteration 0F: 3 clusters Score -389254.3 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -389900.187500 Penalty: 2606.694824
	Iteration 1F: 3 clusters Score -389900.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -390019.125000 Penalty: 2606.694824
	Iteration 2F: 3 clusters Score -390019.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -390097.406250 Penalty: 2606.694824
	Iteration 3Q: 3 clusters Score -390097.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -390161.156250 Penalty: 2606.694824
	Iteration 4Q: 3 clusters Score -390161.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -390214.406250 Penalty: 2606.694824
	Iteration 5Q: 3 clusters Score -390214.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -390261.843750 Penalty: 2606.694824
	Iteration 6Q: 3 clusters Score -390261.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -390304.031250 Penalty: 2606.694824
	Iteration 7Q: 3 clusters Score -390304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -390334.000000 Penalty: 2606.694824
	Iteration 8Q: 3 clusters Score -390334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -390359.031250 Penalty: 2606.694824
	Iteration 9Q: 3 clusters Score -390359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -390372.406250 Penalty: 2606.694824
	Iteration 10Q: 3 clusters Score -390372.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -390385.750000 Penalty: 2606.694824
	Iteration 11Q: 3 clusters Score -390385.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -390397.625000 Penalty: 2606.694824
	Iteration 12Q: 3 clusters Score -390397.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -390408.218750 Penalty: 2606.694824
	Iteration 13Q: 3 clusters Score -390408.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -390416.593750 Penalty: 2606.694824
	Iteration 14Q: 3 clusters Score -390416.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -390425.312500 Penalty: 2606.694824
	Iteration 15Q: 3 clusters Score -390425.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -390431.843750 Penalty: 2606.694824
	Iteration 16Q: 3 clusters Score -390431.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -390437.781250 Penalty: 2606.694824
	Iteration 17Q: 3 clusters Score -390437.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -390443.562500 Penalty: 2606.694824
	Iteration 18Q: 3 clusters Score -390443.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -390455.656250 Penalty: 2606.694824
	Iteration 19Q: 3 clusters Score -390455.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -390468.218750 Penalty: 2606.694824
	Iteration 20F: 3 clusters Score -390468.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -390476.906250 Penalty: 2606.694824
	Iteration 21Q: 3 clusters Score -390476.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -390482.625000 Penalty: 2606.694824
	Iteration 22Q: 3 clusters Score -390482.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -390485.437500 Penalty: 2606.694824
	Iteration 23Q: 3 clusters Score -390485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -390491.000000 Penalty: 2606.694824
	Iteration 24Q: 3 clusters Score -390491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -390496.937500 Penalty: 2606.694824
	Iteration 25Q: 3 clusters Score -390496.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -390504.187500 Penalty: 2606.694824
	Iteration 26Q: 3 clusters Score -390504.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -390511.875000 Penalty: 2606.694824
	Iteration 27Q: 3 clusters Score -390511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -390520.718750 Penalty: 2606.694824
	Iteration 28Q: 3 clusters Score -390520.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -390527.968750 Penalty: 2606.694824
	Iteration 29Q: 3 clusters Score -390528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -390534.968750 Penalty: 2606.694824
	Iteration 30Q: 3 clusters Score -390535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -390547.156250 Penalty: 2606.694824
	Iteration 31Q: 3 clusters Score -390547.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -390566.656250 Penalty: 2606.694824
	Iteration 32Q: 3 clusters Score -390566.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -390582.593750 Penalty: 2606.694824
	Iteration 33Q: 3 clusters Score -390582.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -390595.218750 Penalty: 2606.694824
	Iteration 34Q: 3 clusters Score -390595.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -390608.656250 Penalty: 2606.694824
	Iteration 35Q: 3 clusters Score -390608.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -390618.593750 Penalty: 2606.694824
	Iteration 36Q: 3 clusters Score -390618.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -390629.187500 Penalty: 2606.694824
	Iteration 37Q: 3 clusters Score -390629.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -390637.687500 Penalty: 2606.694824
	Iteration 38Q: 3 clusters Score -390637.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -390644.531250 Penalty: 2606.694824
	Iteration 39Q: 3 clusters Score -390644.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -390652.437500 Penalty: 2606.694824
	Iteration 40F: 3 clusters Score -390652.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -390657.625000 Penalty: 2606.694824
	Iteration 41Q: 3 clusters Score -390657.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -390664.531250 Penalty: 2606.694824
	Iteration 42Q: 3 clusters Score -390664.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -390670.937500 Penalty: 2606.694824
	Iteration 43Q: 3 clusters Score -390670.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -390675.187500 Penalty: 2606.694824
	Iteration 44Q: 3 clusters Score -390675.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -390679.531250 Penalty: 2606.694824
	Iteration 45Q: 3 clusters Score -390679.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -390684.781250 Penalty: 2606.694824
	Iteration 46Q: 3 clusters Score -390684.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -390688.750000 Penalty: 2606.694824
	Iteration 47Q: 3 clusters Score -390688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -390691.468750 Penalty: 2606.694824
	Iteration 48Q: 3 clusters Score -390691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -390693.781250 Penalty: 2606.694824
	Iteration 49Q: 3 clusters Score -390693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -390698.031250 Penalty: 2606.694824
	Iteration 50Q: 3 clusters Score -390698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -390700.000000 Penalty: 2606.694824
	Iteration 51Q: 3 clusters Score -390700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -390701.406250 Penalty: 2606.694824
	Iteration 52Q: 3 clusters Score -390701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -390704.031250 Penalty: 2606.694824
	Iteration 53Q: 3 clusters Score -390704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -390706.125000 Penalty: 2606.694824
	Iteration 54Q: 3 clusters Score -390706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -390706.687500 Penalty: 2606.694824
	Iteration 55Q: 3 clusters Score -390706.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -390707.718750 Penalty: 2606.694824
	Iteration 56Q: 3 clusters Score -390707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -390706.750000 Penalty: 2606.694824
	Iteration 57Q: 3 clusters Score -390706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -390708.031250 Penalty: 2606.694824
	Iteration 58Q: 3 clusters Score -390708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -390709.687500 Penalty: 2606.694824
	Iteration 59Q: 3 clusters Score -390709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -390710.156250 Penalty: 2606.694824
	Iteration 60F: 3 clusters Score -390710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -390713.343750 Penalty: 2606.694824
	Iteration 61Q: 3 clusters Score -390713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -390714.468750 Penalty: 2606.694824
	Iteration 62Q: 3 clusters Score -390714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -390714.968750 Penalty: 2606.694824
	Iteration 63Q: 3 clusters Score -390715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -390717.312500 Penalty: 2606.694824
	Iteration 64Q: 3 clusters Score -390717.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -390718.781250 Penalty: 2606.694824
	Iteration 65Q: 3 clusters Score -390718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -390720.343750 Penalty: 2606.694824
	Iteration 66Q: 3 clusters Score -390720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -390720.375000 Penalty: 2606.694824
	Iteration 67Q: 3 clusters Score -390720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -390722.531250 Penalty: 2606.694824
	Iteration 68Q: 3 clusters Score -390722.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -390726.406250 Penalty: 2606.694824
	Iteration 69Q: 3 clusters Score -390726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -390731.375000 Penalty: 2606.694824
	Iteration 70Q: 3 clusters Score -390731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -390735.000000 Penalty: 2606.694824
	Iteration 71Q: 3 clusters Score -390735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -390737.531250 Penalty: 2606.694824
	Iteration 72Q: 3 clusters Score -390737.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -390739.000000 Penalty: 2606.694824
	Iteration 73Q: 3 clusters Score -390739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -390739.593750 Penalty: 2606.694824
	Iteration 74Q: 3 clusters Score -390739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -390739.718750 Penalty: 2606.694824
	Iteration 75Q: 3 clusters Score -390739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -390739.718750 Penalty: 2606.694824
	Iteration 76F: 3 clusters Score -390739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 4 contains 25821 members 
Mstep: Class 5 contains 121297 members 
Mstep: Class 6 contains 25908 members 
Mstep: Class 7 contains 63629 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 17518 members 
Mstep: Class 10 contains 14030 members 
Mstep: Class 11 contains 53788 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 30543 members 
Mstep: Class 20 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53914820.000000 Penalty: 35762.246094
Iteration 39Q: 18 clusters Score -5.391482e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 121058 members 
Mstep: Class 6 contains 25958 members 
Mstep: Class 7 contains 63957 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 17434 members 
Mstep: Class 10 contains 13580 members 
Mstep: Class 11 contains 54040 members 
Mstep: Class 12 contains 29911 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 2291 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 19 contains 30993 members 
Mstep: Class 20 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53917388.000000 Penalty: 35762.246094
Iteration 40F: 18 clusters Score -5.391739e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14704 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 26498 members 
Mstep: Class 5 contains 120648 members 
Mstep: Class 6 contains 25870 members 
Mstep: Class 7 contains 64150 members 
Mstep: Class 8 contains 12378 members 
Mstep: Class 9 contains 17343 members 
Mstep: Class 10 contains 13202 members 
Mstep: Class 11 contains 54072 members 
Mstep: Class 12 contains 29830 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 2284 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 19 contains 31260 members 
Mstep: Class 20 contains 3056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53919212.000000 Penalty: 35762.246094
Iteration 41Q: 18 clusters Score -5.391921e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14891 members 
Mstep: Class 3 contains 292 members 
Mstep: Class 4 contains 26816 members 
Mstep: Class 5 contains 120432 members 
Mstep: Class 6 contains 25747 members 
Mstep: Class 7 contains 64239 members 
Mstep: Class 8 contains 12294 members 
Mstep: Class 9 contains 17261 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 54123 members 
Mstep: Class 12 contains 29599 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 19 contains 31497 members 
Mstep: Class 20 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53919788.000000 Penalty: 35762.246094
Iteration 42Q: 18 clusters Score -5.391979e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15031 members 
Mstep: Class 3 contains 290 members 
Mstep: Class 4 contains 27122 members 
Mstep: Class 5 contains 120269 members 
Mstep: Class 6 contains 25603 members 
Mstep: Class 7 contains 64288 members 
Mstep: Class 8 contains 12276 members 
Mstep: Class 9 contains 17178 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 11 contains 54173 members 
Mstep: Class 12 contains 29408 members 
Mstep: Class 13 contains 1110 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 19 contains 31678 members 
Mstep: Class 20 contains 3036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53920276.000000 Penalty: 35762.246094
Iteration 43Q: 18 clusters Score -5.392028e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 288 members 
Mstep: Class 4 contains 27469 members 
Mstep: Class 5 contains 120081 members 
Mstep: Class 6 contains 25460 members 
Mstep: Class 7 contains 64291 members 
Mstep: Class 8 contains 12268 members 
Mstep: Class 9 contains 17126 members 
Mstep: Class 10 contains 12561 members 
Mstep: Class 11 contains 54229 members 
Mstep: Class 12 contains 29235 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 19 contains 31823 members 
Mstep: Class 20 contains 3021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53920572.000000 Penalty: 35762.246094
Iteration 44Q: 18 clusters Score -5.392057e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15220 members 
Mstep: Class 3 contains 288 members 
Mstep: Class 4 contains 27814 members 
Mstep: Class 5 contains 119894 members 
Mstep: Class 6 contains 25333 members 
Mstep: Class 7 contains 64288 members 
Mstep: Class 8 contains 12252 members 
Mstep: Class 9 contains 17078 members 
Mstep: Class 10 contains 12465 members 
Mstep: Class 11 contains 54254 members 
Mstep: Class 12 contains 29104 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 19 contains 31936 members 
Mstep: Class 20 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53920768.000000 Penalty: 35762.246094
Iteration 45Q: 18 clusters Score -5.392077e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15283 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 28154 members 
Mstep: Class 5 contains 119733 members 
Mstep: Class 6 contains 25195 members 
Mstep: Class 7 contains 64301 members 
Mstep: Class 8 contains 12216 members 
Mstep: Class 9 contains 17047 members 
Mstep: Class 10 contains 12377 members 
Mstep: Class 11 contains 54266 members 
Mstep: Class 12 contains 28992 members 
Mstep: Class 13 contains 1095 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 19 contains 32027 members 
Mstep: Class 20 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53920880.000000 Penalty: 35762.246094
Iteration 46Q: 18 clusters Score -5.392088e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15328 members 
Mstep: Class 3 contains 292 members 
Mstep: Class 4 contains 28463 members 
Mstep: Class 5 contains 119606 members 
Mstep: Class 6 contains 25027 members 
Mstep: Class 7 contains 64303 members 
Mstep: Class 8 contains 12194 members 
Mstep: Class 9 contains 17015 members 
Mstep: Class 10 contains 12330 members 
Mstep: Class 11 contains 54277 members 
Mstep: Class 12 contains 28922 members 
Mstep: Class 13 contains 1093 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 19 contains 32099 members 
Mstep: Class 20 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53920888.000000 Penalty: 35762.246094
Iteration 47Q: 18 clusters Score -5.392089e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 296 members 
Mstep: Class 4 contains 28788 members 
Mstep: Class 5 contains 119447 members 
Mstep: Class 6 contains 24874 members 
Mstep: Class 7 contains 64291 members 
Mstep: Class 8 contains 12182 members 
Mstep: Class 9 contains 16984 members 
Mstep: Class 10 contains 12293 members 
Mstep: Class 11 contains 54282 members 
Mstep: Class 12 contains 28877 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32161 members 
Mstep: Class 20 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921092.000000 Penalty: 35762.246094
Iteration 48Q: 18 clusters Score -5.392109e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 4 contains 29126 members 
Mstep: Class 5 contains 119260 members 
Mstep: Class 6 contains 24746 members 
Mstep: Class 7 contains 64285 members 
Mstep: Class 8 contains 12180 members 
Mstep: Class 9 contains 16945 members 
Mstep: Class 10 contains 12259 members 
Mstep: Class 11 contains 54277 members 
Mstep: Class 12 contains 28831 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32232 members 
Mstep: Class 20 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921232.000000 Penalty: 35762.246094
Iteration 49Q: 18 clusters Score -5.392123e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 29464 members 
Mstep: Class 5 contains 119081 members 
Mstep: Class 6 contains 24613 members 
Mstep: Class 7 contains 64289 members 
Mstep: Class 8 contains 12174 members 
Mstep: Class 9 contains 16912 members 
Mstep: Class 10 contains 12227 members 
Mstep: Class 11 contains 54280 members 
Mstep: Class 12 contains 28797 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32277 members 
Mstep: Class 20 contains 2964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921340.000000 Penalty: 35762.246094
Iteration 50Q: 18 clusters Score -5.392134e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 29797 members 
Mstep: Class 5 contains 118929 members 
Mstep: Class 6 contains 24448 members 
Mstep: Class 7 contains 64288 members 
Mstep: Class 8 contains 12170 members 
Mstep: Class 9 contains 16892 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 11 contains 54284 members 
Mstep: Class 12 contains 28768 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32304 members 
Mstep: Class 20 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921432.000000 Penalty: 35762.246094
Iteration 51Q: 18 clusters Score -5.392143e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 30141 members 
Mstep: Class 5 contains 118742 members 
Mstep: Class 6 contains 24310 members 
Mstep: Class 7 contains 64281 members 
Mstep: Class 8 contains 12164 members 
Mstep: Class 9 contains 16865 members 
Mstep: Class 10 contains 12179 members 
Mstep: Class 11 contains 54278 members 
Mstep: Class 12 contains 28749 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32327 members 
Mstep: Class 20 contains 2970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921492.000000 Penalty: 35762.246094
Iteration 52Q: 18 clusters Score -5.392149e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 15500 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 30485 members 
Mstep: Class 5 contains 118542 members 
Mstep: Class 6 contains 24183 members 
Mstep: Class 7 contains 64287 members 
Mstep: Class 8 contains 12161 members 
Mstep: Class 9 contains 16845 members 
Mstep: Class 10 contains 12167 members 
Mstep: Class 11 contains 54281 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 2239 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32351 members 
Mstep: Class 20 contains 2968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921628.000000 Penalty: 35762.246094
Iteration 53Q: 18 clusters Score -5.392163e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15515 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 30832 members 
Mstep: Class 5 contains 118346 members 
Mstep: Class 6 contains 24046 members 
Mstep: Class 7 contains 64285 members 
Mstep: Class 8 contains 12163 members 
Mstep: Class 9 contains 16825 members 
Mstep: Class 10 contains 12156 members 
Mstep: Class 11 contains 54286 members 
Mstep: Class 12 contains 28689 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32371 members 
Mstep: Class 20 contains 2969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921672.000000 Penalty: 35762.246094
Iteration 54Q: 18 clusters Score -5.392167e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15531 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 31171 members 
Mstep: Class 5 contains 118141 members 
Mstep: Class 6 contains 23930 members 
Mstep: Class 7 contains 64290 members 
Mstep: Class 8 contains 12162 members 
Mstep: Class 9 contains 16799 members 
Mstep: Class 10 contains 12146 members 
Mstep: Class 11 contains 54292 members 
Mstep: Class 12 contains 28662 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32387 members 
Mstep: Class 20 contains 2970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921776.000000 Penalty: 35762.246094
Iteration 55Q: 18 clusters Score -5.392178e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15548 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 31523 members 
Mstep: Class 5 contains 117910 members 
Mstep: Class 6 contains 23837 members 
Mstep: Class 7 contains 64288 members 
Mstep: Class 8 contains 12162 members 
Mstep: Class 9 contains 16767 members 
Mstep: Class 10 contains 12140 members 
Mstep: Class 11 contains 54284 members 
Mstep: Class 12 contains 28639 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32395 members 
Mstep: Class 20 contains 2987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921964.000000 Penalty: 35762.246094
Iteration 56Q: 18 clusters Score -5.392196e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15564 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 31929 members 
Mstep: Class 5 contains 117639 members 
Mstep: Class 6 contains 23720 members 
Mstep: Class 7 contains 64285 members 
Mstep: Class 8 contains 12166 members 
Mstep: Class 9 contains 16734 members 
Mstep: Class 10 contains 12134 members 
Mstep: Class 11 contains 54281 members 
Mstep: Class 12 contains 28622 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32405 members 
Mstep: Class 20 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53922040.000000 Penalty: 35762.246094
Iteration 57Q: 18 clusters Score -5.392204e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15584 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 32346 members 
Mstep: Class 5 contains 117399 members 
Mstep: Class 6 contains 23582 members 
Mstep: Class 7 contains 64278 members 
Mstep: Class 8 contains 12166 members 
Mstep: Class 9 contains 16694 members 
Mstep: Class 10 contains 12122 members 
Mstep: Class 11 contains 54284 members 
Mstep: Class 12 contains 28606 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 2233 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32415 members 
Mstep: Class 20 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53922188.000000 Penalty: 35762.246094
Iteration 58Q: 18 clusters Score -5.392219e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15599 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 32759 members 
Mstep: Class 5 contains 117122 members 
Mstep: Class 6 contains 23482 members 
Mstep: Class 7 contains 64280 members 
Mstep: Class 8 contains 12165 members 
Mstep: Class 9 contains 16654 members 
Mstep: Class 10 contains 12110 members 
Mstep: Class 11 contains 54293 members 
Mstep: Class 12 contains 28592 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 2233 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32422 members 
Mstep: Class 20 contains 3004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53922488.000000 Penalty: 35762.246094
Iteration 59Q: 18 clusters Score -5.392249e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15607 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 33185 members 
Mstep: Class 5 contains 116870 members 
Mstep: Class 6 contains 23344 members 
Mstep: Class 7 contains 64278 members 
Mstep: Class 8 contains 12165 members 
Mstep: Class 9 contains 16617 members 
Mstep: Class 10 contains 12105 members 
Mstep: Class 11 contains 54296 members 
Mstep: Class 12 contains 28570 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 2232 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32436 members 
Mstep: Class 20 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53922780.000000 Penalty: 35762.246094
Iteration 60F: 18 clusters Score -5.392278e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15615 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 33650 members 
Mstep: Class 5 contains 116592 members 
Mstep: Class 6 contains 23188 members 
Mstep: Class 7 contains 64278 members 
Mstep: Class 8 contains 12164 members 
Mstep: Class 9 contains 16592 members 
Mstep: Class 10 contains 12101 members 
Mstep: Class 11 contains 54305 members 
Mstep: Class 12 contains 28548 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 2232 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32443 members 
Mstep: Class 20 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53923220.000000 Penalty: 35762.246094
Iteration 61Q: 18 clusters Score -5.392322e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 34183 members 
Mstep: Class 5 contains 116255 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 64279 members 
Mstep: Class 8 contains 12165 members 
Mstep: Class 9 contains 16563 members 
Mstep: Class 10 contains 12096 members 
Mstep: Class 11 contains 54309 members 
Mstep: Class 12 contains 28524 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53923504.000000 Penalty: 35762.246094
Iteration 62Q: 18 clusters Score -5.39235e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 15631 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 34706 members 
Mstep: Class 5 contains 115926 members 
Mstep: Class 6 contains 22883 members 
Mstep: Class 7 contains 64271 members 
Mstep: Class 8 contains 12165 members 
Mstep: Class 9 contains 16537 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 54315 members 
Mstep: Class 12 contains 28505 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 2228 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32444 members 
Mstep: Class 20 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53923864.000000 Penalty: 35762.246094
Iteration 63Q: 18 clusters Score -5.392386e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15634 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 35238 members 
Mstep: Class 5 contains 115584 members 
Mstep: Class 6 contains 22723 members 
Mstep: Class 7 contains 64272 members 
Mstep: Class 8 contains 12163 members 
Mstep: Class 9 contains 16513 members 
Mstep: Class 10 contains 12090 members 
Mstep: Class 11 contains 54319 members 
Mstep: Class 12 contains 28487 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 2228 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32444 members 
Mstep: Class 20 contains 3019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53924040.000000 Penalty: 35762.246094
Iteration 64Q: 18 clusters Score -5.392404e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 15638 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 35777 members 
Mstep: Class 5 contains 115238 members 
Mstep: Class 6 contains 22575 members 
Mstep: Class 7 contains 64266 members 
Mstep: Class 8 contains 12160 members 
Mstep: Class 9 contains 16481 members 
Mstep: Class 10 contains 12084 members 
Mstep: Class 11 contains 54323 members 
Mstep: Class 12 contains 28468 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32444 members 
Mstep: Class 20 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53924132.000000 Penalty: 35762.246094
Iteration 65Q: 18 clusters Score -5.392413e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15650 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 36399 members 
Mstep: Class 5 contains 114818 members 
Mstep: Class 6 contains 22432 members 
Mstep: Class 7 contains 64252 members 
Mstep: Class 8 contains 12158 members 
Mstep: Class 9 contains 16429 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 11 contains 54327 members 
Mstep: Class 12 contains 28452 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 2234 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32444 members 
Mstep: Class 20 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53924304.000000 Penalty: 35762.246094
Iteration 66Q: 18 clusters Score -5.39243e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15663 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 37006 members 
Mstep: Class 5 contains 114391 members 
Mstep: Class 6 contains 22304 members 
Mstep: Class 7 contains 64240 members 
Mstep: Class 8 contains 12158 members 
Mstep: Class 9 contains 16371 members 
Mstep: Class 10 contains 12072 members 
Mstep: Class 11 contains 54334 members 
Mstep: Class 12 contains 28436 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 2232 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32449 members 
Mstep: Class 20 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53924596.000000 Penalty: 35762.246094
Iteration 67Q: 18 clusters Score -5.39246e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15673 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 37678 members 
Mstep: Class 5 contains 113896 members 
Mstep: Class 6 contains 22182 members 
Mstep: Class 7 contains 64233 members 
Mstep: Class 8 contains 12157 members 
Mstep: Class 9 contains 16322 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 54329 members 
Mstep: Class 12 contains 28417 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32452 members 
Mstep: Class 20 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53924860.000000 Penalty: 35762.246094
Iteration 68Q: 18 clusters Score -5.392486e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15678 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 38322 members 
Mstep: Class 5 contains 113441 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 64228 members 
Mstep: Class 8 contains 12159 members 
Mstep: Class 9 contains 16275 members 
Mstep: Class 10 contains 12075 members 
Mstep: Class 11 contains 54327 members 
Mstep: Class 12 contains 28401 members 
Mstep: Class 13 contains 1080 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32460 members 
Mstep: Class 20 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925132.000000 Penalty: 35762.246094
Iteration 69Q: 18 clusters Score -5.392513e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 38951 members 
Mstep: Class 5 contains 113001 members 
Mstep: Class 6 contains 21903 members 
Mstep: Class 7 contains 64218 members 
Mstep: Class 8 contains 12157 members 
Mstep: Class 9 contains 16232 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 54335 members 
Mstep: Class 12 contains 28378 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 19 contains 32461 members 
Mstep: Class 20 contains 3099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925240.000000 Penalty: 35762.246094
Iteration 70Q: 18 clusters Score -5.392524e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15687 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 39566 members 
Mstep: Class 5 contains 112567 members 
Mstep: Class 6 contains 21759 members 
Mstep: Class 7 contains 64213 members 
Mstep: Class 8 contains 12153 members 
Mstep: Class 9 contains 16193 members 
Mstep: Class 10 contains 12069 members 
Mstep: Class 11 contains 54335 members 
Mstep: Class 12 contains 28371 members 
Mstep: Class 13 contains 1080 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32467 members 
Mstep: Class 20 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925244.000000 Penalty: 35762.246094
Iteration 71Q: 18 clusters Score -5.392524e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 40193 members 
Mstep: Class 5 contains 112136 members 
Mstep: Class 6 contains 21594 members 
Mstep: Class 7 contains 64200 members 
Mstep: Class 8 contains 12154 members 
Mstep: Class 9 contains 16172 members 
Mstep: Class 10 contains 12072 members 
Mstep: Class 11 contains 54331 members 
Mstep: Class 12 contains 28355 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2228 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32473 members 
Mstep: Class 20 contains 3125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925392.000000 Penalty: 35762.246094
Iteration 72Q: 18 clusters Score -5.392539e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15691 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 111685 members 
Mstep: Class 6 contains 21444 members 
Mstep: Class 7 contains 64190 members 
Mstep: Class 8 contains 12153 members 
Mstep: Class 9 contains 16148 members 
Mstep: Class 10 contains 12070 members 
Mstep: Class 11 contains 54336 members 
Mstep: Class 12 contains 28335 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32470 members 
Mstep: Class 20 contains 3146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925564.000000 Penalty: 35762.246094
Iteration 73Q: 18 clusters Score -5.392556e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15695 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 111206 members 
Mstep: Class 6 contains 21292 members 
Mstep: Class 7 contains 64184 members 
Mstep: Class 8 contains 12152 members 
Mstep: Class 9 contains 16112 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 54338 members 
Mstep: Class 12 contains 28326 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 2225 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32469 members 
Mstep: Class 20 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925712.000000 Penalty: 35762.246094
Iteration 74Q: 18 clusters Score -5.392571e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15701 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 42181 members 
Mstep: Class 5 contains 110750 members 
Mstep: Class 6 contains 21107 members 
Mstep: Class 7 contains 64176 members 
Mstep: Class 8 contains 12152 members 
Mstep: Class 9 contains 16068 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 11 contains 54339 members 
Mstep: Class 12 contains 28310 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32477 members 
Mstep: Class 20 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925672.000000 Penalty: 35762.246094
Iteration 75Q: 18 clusters Score -5.392567e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15707 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 42868 members 
Mstep: Class 5 contains 110298 members 
Mstep: Class 6 contains 20900 members 
Mstep: Class 7 contains 64169 members 
Mstep: Class 8 contains 12154 members 
Mstep: Class 9 contains 16031 members 
Mstep: Class 10 contains 12080 members 
Mstep: Class 11 contains 54340 members 
Mstep: Class 12 contains 28295 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2225 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32490 members 
Mstep: Class 20 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925760.000000 Penalty: 35762.246094
Iteration 76Q: 18 clusters Score -5.392576e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15712 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 43559 members 
Mstep: Class 5 contains 109841 members 
Mstep: Class 6 contains 20691 members 
Mstep: Class 7 contains 64165 members 
Mstep: Class 8 contains 12156 members 
Mstep: Class 9 contains 16002 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 54342 members 
Mstep: Class 12 contains 28274 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32507 members 
Mstep: Class 20 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925808.000000 Penalty: 35762.246094
Iteration 77Q: 18 clusters Score -5.392581e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15717 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 44267 members 
Mstep: Class 5 contains 109353 members 
Mstep: Class 6 contains 20493 members 
Mstep: Class 7 contains 64160 members 
Mstep: Class 8 contains 12158 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 54346 members 
Mstep: Class 12 contains 28250 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2222 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32506 members 
Mstep: Class 20 contains 3184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925868.000000 Penalty: 35762.246094
Iteration 78Q: 18 clusters Score -5.392587e+07 nChanged 1107
Entering ConstructFrom: 
Score: -53925868.000000 Penalty: 35762.246094
Entering ConstructFrom: 
Trying to split cluster 1 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -286359.250000 Penalty: 1267.059814
	Iteration 0F: 2 clusters Score -286359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -284063.625000 Penalty: 2534.119629
	Iteration 0F: 3 clusters Score -284063.6 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -284764.281250 Penalty: 2534.119629
	Iteration 1F: 3 clusters Score -284764.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -285138.750000 Penalty: 2534.119629
	Iteration 2F: 3 clusters Score -285138.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -285387.718750 Penalty: 2534.119629
	Iteration 3F: 3 clusters Score -285387.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -285543.593750 Penalty: 2534.119629
	Iteration 4F: 3 clusters Score -285543.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -285638.281250 Penalty: 2534.119629
	Iteration 5Q: 3 clusters Score -285638.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -285695.156250 Penalty: 2534.119629
	Iteration 6Q: 3 clusters Score -285695.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -285747.250000 Penalty: 2534.119629
	Iteration 7Q: 3 clusters Score -285747.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -285773.218750 Penalty: 2534.119629
	Iteration 8Q: 3 clusters Score -285773.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -285797.062500 Penalty: 2534.119629
	Iteration 9Q: 3 clusters Score -285797.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -285821.531250 Penalty: 2534.119629
	Iteration 10Q: 3 clusters Score -285821.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -285841.593750 Penalty: 2534.119629
	Iteration 11Q: 3 clusters Score -285841.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -285860.187500 Penalty: 2534.119629
	Iteration 12Q: 3 clusters Score -285860.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -285868.156250 Penalty: 2534.119629
	Iteration 13Q: 3 clusters Score -285868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -285872.687500 Penalty: 2534.119629
	Iteration 14Q: 3 clusters Score -285872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -285873.125000 Penalty: 2534.119629
	Iteration 15Q: 3 clusters Score -285873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -285873.125000 Penalty: 2534.119629
	Iteration 16F: 3 clusters Score -285873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Entering Unmasked Estep 
Score: -2080098.250000 Penalty: 1570.197388
	Iteration 0F: 2 clusters Score -2080098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2069199.625000 Penalty: 3140.394775
	Iteration 0F: 3 clusters Score -2069200 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2072913.625000 Penalty: 3140.394775
	Iteration 1F: 3 clusters Score -2072914 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2073182.625000 Penalty: 3140.394775
	Iteration 2F: 3 clusters Score -2073183 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2073371.750000 Penalty: 3140.394775
	Iteration 3Q: 3 clusters Score -2073372 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2073529.125000 Penalty: 3140.394775
	Iteration 4Q: 3 clusters Score -2073529 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2073686.500000 Penalty: 3140.394775
	Iteration 5Q: 3 clusters Score -2073686 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2073859.125000 Penalty: 3140.394775
	Iteration 6Q: 3 clusters Score -2073859 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2074062.625000 Penalty: 3140.394775
	Iteration 7Q: 3 clusters Score -2074063 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2074283.125000 Penalty: 3140.394775
	Iteration 8Q: 3 clusters Score -2074283 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2074518.625000 Penalty: 3140.394775
	Iteration 9Q: 3 clusters Score -2074519 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2074795.750000 Penalty: 3140.394775
	Iteration 10Q: 3 clusters Score -2074796 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2075145.250000 Penalty: 3140.394775
	Iteration 11Q: 3 clusters Score -2075145 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2075598.625000 Penalty: 3140.394775
	Iteration 12Q: 3 clusters Score -2075599 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2076104.625000 Penalty: 3140.394775
	Iteration 13Q: 3 clusters Score -2076105 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2076607.375000 Penalty: 3140.394775
	Iteration 14Q: 3 clusters Score -2076607 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2077010.000000 Penalty: 3140.394775
	Iteration 15Q: 3 clusters Score -2077010 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2077354.250000 Penalty: 3140.394775
	Iteration 16Q: 3 clusters Score -2077354 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2077587.125000 Penalty: 3140.394775
	Iteration 17Q: 3 clusters Score -2077587 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2077766.125000 Penalty: 3140.394775
	Iteration 18Q: 3 clusters Score -2077766 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2077922.750000 Penalty: 3140.394775
	Iteration 19Q: 3 clusters Score -2077923 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2078059.375000 Penalty: 3140.394775
	Iteration 20F: 3 clusters Score -2078059 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2078152.750000 Penalty: 3140.394775
	Iteration 21Q: 3 clusters Score -2078153 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2078241.500000 Penalty: 3140.394775
	Iteration 22Q: 3 clusters Score -2078242 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2078333.125000 Penalty: 3140.394775
	Iteration 23Q: 3 clusters Score -2078333 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2078398.250000 Penalty: 3140.394775
	Iteration 24Q: 3 clusters Score -2078398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2078436.500000 Penalty: 3140.394775
	Iteration 25Q: 3 clusters Score -2078436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2078473.000000 Penalty: 3140.394775
	Iteration 26Q: 3 clusters Score -2078473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2078499.500000 Penalty: 3140.394775
	Iteration 27Q: 3 clusters Score -2078500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2078534.625000 Penalty: 3140.394775
	Iteration 28Q: 3 clusters Score -2078535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2078562.375000 Penalty: 3140.394775
	Iteration 29Q: 3 clusters Score -2078562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2078585.000000 Penalty: 3140.394775
	Iteration 30Q: 3 clusters Score -2078585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2078603.875000 Penalty: 3140.394775
	Iteration 31Q: 3 clusters Score -2078604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2078615.250000 Penalty: 3140.394775
	Iteration 32Q: 3 clusters Score -2078615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2078623.375000 Penalty: 3140.394775
	Iteration 33Q: 3 clusters Score -2078623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2078634.125000 Penalty: 3140.394775
	Iteration 34Q: 3 clusters Score -2078634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2078640.125000 Penalty: 3140.394775
	Iteration 35Q: 3 clusters Score -2078640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2078646.000000 Penalty: 3140.394775
	Iteration 36Q: 3 clusters Score -2078646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2078648.750000 Penalty: 3140.394775
	Iteration 37Q: 3 clusters Score -2078649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2078655.500000 Penalty: 3140.394775
	Iteration 38Q: 3 clusters Score -2078656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2078656.250000 Penalty: 3140.394775
	Iteration 39Q: 3 clusters Score -2078656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2078668.625000 Penalty: 3140.394775
	Iteration 40F: 3 clusters Score -2078669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2078674.625000 Penalty: 3140.394775
	Iteration 41Q: 3 clusters Score -2078675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2078681.500000 Penalty: 3140.394775
	Iteration 42Q: 3 clusters Score -2078682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2078686.125000 Penalty: 3140.394775
	Iteration 43Q: 3 clusters Score -2078686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2078690.500000 Penalty: 3140.394775
	Iteration 44Q: 3 clusters Score -2078690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2078696.625000 Penalty: 3140.394775
	Iteration 45Q: 3 clusters Score -2078697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2078695.750000 Penalty: 3140.394775
	Iteration 46Q: 3 clusters Score -2078696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2078697.250000 Penalty: 3140.394775
	Iteration 47Q: 3 clusters Score -2078697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2078696.375000 Penalty: 3140.394775
	Iteration 48Q: 3 clusters Score -2078696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2078703.250000 Penalty: 3140.394775
	Iteration 49Q: 3 clusters Score -2078703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2078707.250000 Penalty: 3140.394775
	Iteration 50Q: 3 clusters Score -2078707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2078707.000000 Penalty: 3140.394775
	Iteration 51Q: 3 clusters Score -2078707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2078707.750000 Penalty: 3140.394775
	Iteration 52Q: 3 clusters Score -2078708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2078708.250000 Penalty: 3140.394775
	Iteration 53Q: 3 clusters Score -2078708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2078708.750000 Penalty: 3140.394775
	Iteration 54Q: 3 clusters Score -2078709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2078708.750000 Penalty: 3140.394775
	Iteration 55F: 3 clusters Score -2078709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -29245.523438 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -29245.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28539.556641 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -28539.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28813.376953 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -28813.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28908.146484 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -28908.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -28927.513672 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -28927.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28938.208984 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -28938.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28944.244141 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -28944.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28944.244141 Penalty: 1856.963135
	Iteration 6F: 3 clusters Score -28944.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Entering Unmasked Estep 
Score: -5899643.500000 Penalty: 1741.107422
	Iteration 0F: 2 clusters Score -5899644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5869493.500000 Penalty: 3482.214844
	Iteration 0F: 3 clusters Score -5869494 nChanged 21054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5881900.500000 Penalty: 3482.214844
	Iteration 1F: 3 clusters Score -5881900 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -5883107.000000 Penalty: 3482.214844
	Iteration 2F: 3 clusters Score -5883107 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -5884955.000000 Penalty: 3482.214844
	Iteration 3F: 3 clusters Score -5884955 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5887183.500000 Penalty: 3482.214844
	Iteration 4F: 3 clusters Score -5887184 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5889280.500000 Penalty: 3482.214844
	Iteration 5F: 3 clusters Score -5889280 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5890946.500000 Penalty: 3482.214844
	Iteration 6F: 3 clusters Score -5890946 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -5892117.000000 Penalty: 3482.214844
	Iteration 7F: 3 clusters Score -5892117 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -5892976.000000 Penalty: 3482.214844
	Iteration 8Q: 3 clusters Score -5892976 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5893595.500000 Penalty: 3482.214844
	Iteration 9Q: 3 clusters Score -5893596 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -5894125.500000 Penalty: 3482.214844
	Iteration 10Q: 3 clusters Score -5894126 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -5894484.500000 Penalty: 3482.214844
	Iteration 11Q: 3 clusters Score -5894484 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -5894818.500000 Penalty: 3482.214844
	Iteration 12Q: 3 clusters Score -5894818 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -5895118.500000 Penalty: 3482.214844
	Iteration 13Q: 3 clusters Score -5895118 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5895422.500000 Penalty: 3482.214844
	Iteration 14Q: 3 clusters Score -5895422 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -5895737.000000 Penalty: 3482.214844
	Iteration 15Q: 3 clusters Score -5895737 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -5896079.500000 Penalty: 3482.214844
	Iteration 16Q: 3 clusters Score -5896080 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -5896470.500000 Penalty: 3482.214844
	Iteration 17Q: 3 clusters Score -5896470 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5896862.000000 Penalty: 3482.214844
	Iteration 18Q: 3 clusters Score -5896862 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -5897253.000000 Penalty: 3482.214844
	Iteration 19Q: 3 clusters Score -5897253 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -5897604.000000 Penalty: 3482.214844
	Iteration 20F: 3 clusters Score -5897604 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -5897811.500000 Penalty: 3482.214844
	Iteration 21Q: 3 clusters Score -5897812 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -5897968.500000 Penalty: 3482.214844
	Iteration 22Q: 3 clusters Score -5897968 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5898123.000000 Penalty: 3482.214844
	Iteration 23Q: 3 clusters Score -5898123 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5898246.500000 Penalty: 3482.214844
	Iteration 24Q: 3 clusters Score -5898246 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -5898348.500000 Penalty: 3482.214844
	Iteration 25Q: 3 clusters Score -5898348 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -5898456.500000 Penalty: 3482.214844
	Iteration 26Q: 3 clusters Score -5898456 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5898545.000000 Penalty: 3482.214844
	Iteration 27Q: 3 clusters Score -5898545 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -5898620.000000 Penalty: 3482.214844
	Iteration 28Q: 3 clusters Score -5898620 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -5898682.000000 Penalty: 3482.214844
	Iteration 29Q: 3 clusters Score -5898682 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -5898766.000000 Penalty: 3482.214844
	Iteration 30Q: 3 clusters Score -5898766 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -5898805.000000 Penalty: 3482.214844
	Iteration 31Q: 3 clusters Score -5898805 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5898866.000000 Penalty: 3482.214844
	Iteration 32Q: 3 clusters Score -5898866 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5898875.000000 Penalty: 3482.214844
	Iteration 33Q: 3 clusters Score -5898875 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -5898921.000000 Penalty: 3482.214844
	Iteration 34Q: 3 clusters Score -5898921 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5898990.000000 Penalty: 3482.214844
	Iteration 35Q: 3 clusters Score -5898990 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -5899011.000000 Penalty: 3482.214844
	Iteration 36Q: 3 clusters Score -5899011 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -5899040.500000 Penalty: 3482.214844
	Iteration 37Q: 3 clusters Score -5899040 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5899064.000000 Penalty: 3482.214844
	Iteration 38Q: 3 clusters Score -5899064 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -5899091.000000 Penalty: 3482.214844
	Iteration 39Q: 3 clusters Score -5899091 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -5899136.500000 Penalty: 3482.214844
	Iteration 40F: 3 clusters Score -5899136 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -5899165.000000 Penalty: 3482.214844
	Iteration 41Q: 3 clusters Score -5899165 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -5899210.000000 Penalty: 3482.214844
	Iteration 42Q: 3 clusters Score -5899210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5899232.000000 Penalty: 3482.214844
	Iteration 43Q: 3 clusters Score -5899232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -5899257.000000 Penalty: 3482.214844
	Iteration 44Q: 3 clusters Score -5899257 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -5899292.500000 Penalty: 3482.214844
	Iteration 45Q: 3 clusters Score -5899292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5899314.000000 Penalty: 3482.214844
	Iteration 46Q: 3 clusters Score -5899314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -5899330.500000 Penalty: 3482.214844
	Iteration 47Q: 3 clusters Score -5899330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5899336.500000 Penalty: 3482.214844
	Iteration 48Q: 3 clusters Score -5899336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -5899350.500000 Penalty: 3482.214844
	Iteration 49Q: 3 clusters Score -5899350 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5899349.000000 Penalty: 3482.214844
	Iteration 50Q: 3 clusters Score -5899349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -5899369.500000 Penalty: 3482.214844
	Iteration 51Q: 3 clusters Score -5899370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5899385.500000 Penalty: 3482.214844
	Iteration 52Q: 3 clusters Score -5899386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -5899408.000000 Penalty: 3482.214844
	Iteration 53Q: 3 clusters Score -5899408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -5899411.500000 Penalty: 3482.214844
	Iteration 54Q: 3 clusters Score -5899412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -5899413.000000 Penalty: 3482.214844
	Iteration 55Q: 3 clusters Score -5899413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5899408.000000 Penalty: 3482.214844
	Iteration 56Q: 3 clusters Score -5899408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5899418.000000 Penalty: 3482.214844
	Iteration 57Q: 3 clusters Score -5899418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5899421.000000 Penalty: 3482.214844
	Iteration 58Q: 3 clusters Score -5899421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -5899421.000000 Penalty: 3482.214844
	Iteration 59Q: 3 clusters Score -5899421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -5899431.500000 Penalty: 3482.214844
	Iteration 60F: 3 clusters Score -5899432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -5899430.000000 Penalty: 3482.214844
	Iteration 61Q: 3 clusters Score -5899430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -5899431.000000 Penalty: 3482.214844
	Iteration 62Q: 3 clusters Score -5899431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -5899439.000000 Penalty: 3482.214844
	Iteration 63Q: 3 clusters Score -5899439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -5899444.500000 Penalty: 3482.214844
	Iteration 64Q: 3 clusters Score -5899444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -5899436.500000 Penalty: 3482.214844
	Iteration 65Q: 3 clusters Score -5899436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5899450.000000 Penalty: 3482.214844
	Iteration 66Q: 3 clusters Score -5899450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5899450.500000 Penalty: 3482.214844
	Iteration 67Q: 3 clusters Score -5899450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5899445.500000 Penalty: 3482.214844
	Iteration 68Q: 3 clusters Score -5899446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5899442.500000 Penalty: 3482.214844
	Iteration 69Q: 3 clusters Score -5899442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -5899443.500000 Penalty: 3482.214844
	Iteration 70Q: 3 clusters Score -5899444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5899449.000000 Penalty: 3482.214844
	Iteration 71Q: 3 clusters Score -5899449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5899453.500000 Penalty: 3482.214844
	Iteration 72Q: 3 clusters Score -5899454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5899450.500000 Penalty: 3482.214844
	Iteration 73Q: 3 clusters Score -5899450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5899447.500000 Penalty: 3482.214844
	Iteration 74Q: 3 clusters Score -5899448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5899448.000000 Penalty: 3482.214844
	Iteration 75Q: 3 clusters Score -5899448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -5899449.500000 Penalty: 3482.214844
	Iteration 76Q: 3 clusters Score -5899450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5899453.500000 Penalty: 3482.214844
	Iteration 77Q: 3 clusters Score -5899454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -5899451.500000 Penalty: 3482.214844
	Iteration 78Q: 3 clusters Score -5899452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5899453.000000 Penalty: 3482.214844
	Iteration 79Q: 3 clusters Score -5899453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5899445.500000 Penalty: 3482.214844
	Iteration 80F: 3 clusters Score -5899446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -5899451.500000 Penalty: 3482.214844
	Iteration 81Q: 3 clusters Score -5899452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5899448.500000 Penalty: 3482.214844
	Iteration 82Q: 3 clusters Score -5899448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -5899448.500000 Penalty: 3482.214844
	Iteration 83Q: 3 clusters Score -5899448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5899448.000000 Penalty: 3482.214844
	Iteration 84Q: 3 clusters Score -5899448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5899448.000000 Penalty: 3482.214844
	Iteration 85Q: 3 clusters Score -5899448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5899450.500000 Penalty: 3482.214844
	Iteration 86Q: 3 clusters Score -5899450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5899450.000000 Penalty: 3482.214844
	Iteration 87Q: 3 clusters Score -5899450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5899450.000000 Penalty: 3482.214844
	Iteration 88F: 3 clusters Score -5899450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (108805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Entering Unmasked Estep 
Score: -14335992.000000 Penalty: 1884.563354
	Iteration 0F: 2 clusters Score -1.433599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -14270801.000000 Penalty: 3769.126709
	Iteration 0F: 3 clusters Score -1.42708e+07 nChanged 51920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -14300964.000000 Penalty: 3769.126709
	Iteration 1F: 3 clusters Score -1.430096e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -14302314.000000 Penalty: 3769.126709
	Iteration 2Q: 3 clusters Score -1.430231e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -14304083.000000 Penalty: 3769.126709
	Iteration 3Q: 3 clusters Score -1.430408e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -14306474.000000 Penalty: 3769.126709
	Iteration 4Q: 3 clusters Score -1.430647e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -14309483.000000 Penalty: 3769.126709
	Iteration 5F: 3 clusters Score -1.430948e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -14312243.000000 Penalty: 3769.126709
	Iteration 6F: 3 clusters Score -1.431224e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -14314549.000000 Penalty: 3769.126709
	Iteration 7F: 3 clusters Score -1.431455e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -14316789.000000 Penalty: 3769.126709
	Iteration 8Q: 3 clusters Score -1.431679e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -14319038.000000 Penalty: 3769.126709
	Iteration 9Q: 3 clusters Score -1.431904e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -14321498.000000 Penalty: 3769.126709
	Iteration 10Q: 3 clusters Score -1.43215e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -14324527.000000 Penalty: 3769.126709
	Iteration 11Q: 3 clusters Score -1.432453e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -14326934.000000 Penalty: 3769.126709
	Iteration 12Q: 3 clusters Score -1.432693e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -14328146.000000 Penalty: 3769.126709
	Iteration 13Q: 3 clusters Score -1.432815e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -14328634.000000 Penalty: 3769.126709
	Iteration 14Q: 3 clusters Score -1.432863e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -14328926.000000 Penalty: 3769.126709
	Iteration 15Q: 3 clusters Score -1.432893e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -14329068.000000 Penalty: 3769.126709
	Iteration 16Q: 3 clusters Score -1.432907e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -14329277.000000 Penalty: 3769.126709
	Iteration 17Q: 3 clusters Score -1.432928e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -14329450.000000 Penalty: 3769.126709
	Iteration 18Q: 3 clusters Score -1.432945e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -14329686.000000 Penalty: 3769.126709
	Iteration 19Q: 3 clusters Score -1.432969e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -14329894.000000 Penalty: 3769.126709
	Iteration 20F: 3 clusters Score -1.432989e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -14329974.000000 Penalty: 3769.126709
	Iteration 21Q: 3 clusters Score -1.432997e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -14330127.000000 Penalty: 3769.126709
	Iteration 22Q: 3 clusters Score -1.433013e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -14330252.000000 Penalty: 3769.126709
	Iteration 23Q: 3 clusters Score -1.433025e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -14330361.000000 Penalty: 3769.126709
	Iteration 24Q: 3 clusters Score -1.433036e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -14330479.000000 Penalty: 3769.126709
	Iteration 25Q: 3 clusters Score -1.433048e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -14330638.000000 Penalty: 3769.126709
	Iteration 26Q: 3 clusters Score -1.433064e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -14330696.000000 Penalty: 3769.126709
	Iteration 27Q: 3 clusters Score -1.43307e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -14330839.000000 Penalty: 3769.126709
	Iteration 28Q: 3 clusters Score -1.433084e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -14330942.000000 Penalty: 3769.126709
	Iteration 29Q: 3 clusters Score -1.433094e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -14330993.000000 Penalty: 3769.126709
	Iteration 30Q: 3 clusters Score -1.433099e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -14331064.000000 Penalty: 3769.126709
	Iteration 31Q: 3 clusters Score -1.433106e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -14331194.000000 Penalty: 3769.126709
	Iteration 32Q: 3 clusters Score -1.433119e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -14331239.000000 Penalty: 3769.126709
	Iteration 33Q: 3 clusters Score -1.433124e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -14331282.000000 Penalty: 3769.126709
	Iteration 34Q: 3 clusters Score -1.433128e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -14331383.000000 Penalty: 3769.126709
	Iteration 35Q: 3 clusters Score -1.433138e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -14331526.000000 Penalty: 3769.126709
	Iteration 36Q: 3 clusters Score -1.433153e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -14331625.000000 Penalty: 3769.126709
	Iteration 37Q: 3 clusters Score -1.433162e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -14331693.000000 Penalty: 3769.126709
	Iteration 38Q: 3 clusters Score -1.433169e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -14331725.000000 Penalty: 3769.126709
	Iteration 39Q: 3 clusters Score -1.433172e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -14331770.000000 Penalty: 3769.126709
	Iteration 40F: 3 clusters Score -1.433177e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -14331808.000000 Penalty: 3769.126709
	Iteration 41Q: 3 clusters Score -1.433181e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -14331867.000000 Penalty: 3769.126709
	Iteration 42Q: 3 clusters Score -1.433187e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -14331921.000000 Penalty: 3769.126709
	Iteration 43Q: 3 clusters Score -1.433192e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -14331971.000000 Penalty: 3769.126709
	Iteration 44Q: 3 clusters Score -1.433197e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -14332052.000000 Penalty: 3769.126709
	Iteration 45Q: 3 clusters Score -1.433205e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -14332086.000000 Penalty: 3769.126709
	Iteration 46Q: 3 clusters Score -1.433209e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -14332101.000000 Penalty: 3769.126709
	Iteration 47Q: 3 clusters Score -1.43321e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -14332184.000000 Penalty: 3769.126709
	Iteration 48Q: 3 clusters Score -1.433218e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -14332276.000000 Penalty: 3769.126709
	Iteration 49Q: 3 clusters Score -1.433228e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -14332312.000000 Penalty: 3769.126709
	Iteration 50Q: 3 clusters Score -1.433231e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -14332368.000000 Penalty: 3769.126709
	Iteration 51Q: 3 clusters Score -1.433237e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -14332399.000000 Penalty: 3769.126709
	Iteration 52Q: 3 clusters Score -1.43324e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -14332422.000000 Penalty: 3769.126709
	Iteration 53Q: 3 clusters Score -1.433242e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -14332453.000000 Penalty: 3769.126709
	Iteration 54Q: 3 clusters Score -1.433245e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -14332536.000000 Penalty: 3769.126709
	Iteration 55Q: 3 clusters Score -1.433254e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -14332586.000000 Penalty: 3769.126709
	Iteration 56Q: 3 clusters Score -1.433259e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -14332653.000000 Penalty: 3769.126709
	Iteration 57Q: 3 clusters Score -1.433265e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -14332684.000000 Penalty: 3769.126709
	Iteration 58Q: 3 clusters Score -1.433268e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -14332708.000000 Penalty: 3769.126709
	Iteration 59Q: 3 clusters Score -1.433271e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -14332780.000000 Penalty: 3769.126709
	Iteration 60F: 3 clusters Score -1.433278e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -14332842.000000 Penalty: 3769.126709
	Iteration 61Q: 3 clusters Score -1.433284e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -14332935.000000 Penalty: 3769.126709
	Iteration 62Q: 3 clusters Score -1.433294e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -14332957.000000 Penalty: 3769.126709
	Iteration 63Q: 3 clusters Score -1.433296e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -14332980.000000 Penalty: 3769.126709
	Iteration 64Q: 3 clusters Score -1.433298e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -14333062.000000 Penalty: 3769.126709
	Iteration 65Q: 3 clusters Score -1.433306e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -14333091.000000 Penalty: 3769.126709
	Iteration 66Q: 3 clusters Score -1.433309e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -14333055.000000 Penalty: 3769.126709
	Iteration 67Q: 3 clusters Score -1.433306e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -14333042.000000 Penalty: 3769.126709
	Iteration 68Q: 3 clusters Score -1.433304e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -14333036.000000 Penalty: 3769.126709
	Iteration 69Q: 3 clusters Score -1.433304e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -14333079.000000 Penalty: 3769.126709
	Iteration 70Q: 3 clusters Score -1.433308e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -14333126.000000 Penalty: 3769.126709
	Iteration 71Q: 3 clusters Score -1.433313e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -14333202.000000 Penalty: 3769.126709
	Iteration 72Q: 3 clusters Score -1.43332e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -14333206.000000 Penalty: 3769.126709
	Iteration 73Q: 3 clusters Score -1.433321e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -14333194.000000 Penalty: 3769.126709
	Iteration 74Q: 3 clusters Score -1.433319e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -14333255.000000 Penalty: 3769.126709
	Iteration 75Q: 3 clusters Score -1.433326e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -14333282.000000 Penalty: 3769.126709
	Iteration 76Q: 3 clusters Score -1.433328e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -14333297.000000 Penalty: 3769.126709
	Iteration 77Q: 3 clusters Score -1.43333e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -14333299.000000 Penalty: 3769.126709
	Iteration 78Q: 3 clusters Score -1.43333e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -14333336.000000 Penalty: 3769.126709
	Iteration 79Q: 3 clusters Score -1.433334e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -14333333.000000 Penalty: 3769.126709
	Iteration 80F: 3 clusters Score -1.433333e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -14333344.000000 Penalty: 3769.126709
	Iteration 81Q: 3 clusters Score -1.433334e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -14333352.000000 Penalty: 3769.126709
	Iteration 82Q: 3 clusters Score -1.433335e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -14333372.000000 Penalty: 3769.126709
	Iteration 83Q: 3 clusters Score -1.433337e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -14333431.000000 Penalty: 3769.126709
	Iteration 84Q: 3 clusters Score -1.433343e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -14333445.000000 Penalty: 3769.126709
	Iteration 85Q: 3 clusters Score -1.433344e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -14333475.000000 Penalty: 3769.126709
	Iteration 86Q: 3 clusters Score -1.433348e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -14333476.000000 Penalty: 3769.126709
	Iteration 87Q: 3 clusters Score -1.433348e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -14333450.000000 Penalty: 3769.126709
	Iteration 88Q: 3 clusters Score -1.433345e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -14333433.000000 Penalty: 3769.126709
	Iteration 89Q: 3 clusters Score -1.433343e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -14333423.000000 Penalty: 3769.126709
	Iteration 90Q: 3 clusters Score -1.433342e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -14333470.000000 Penalty: 3769.126709
	Iteration 91Q: 3 clusters Score -1.433347e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -14333492.000000 Penalty: 3769.126709
	Iteration 92Q: 3 clusters Score -1.433349e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -14333484.000000 Penalty: 3769.126709
	Iteration 93Q: 3 clusters Score -1.433348e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -14333455.000000 Penalty: 3769.126709
	Iteration 94Q: 3 clusters Score -1.433346e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -14333480.000000 Penalty: 3769.126709
	Iteration 95Q: 3 clusters Score -1.433348e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -14333500.000000 Penalty: 3769.126709
	Iteration 96Q: 3 clusters Score -1.43335e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -14333480.000000 Penalty: 3769.126709
	Iteration 97Q: 3 clusters Score -1.433348e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -14333472.000000 Penalty: 3769.126709
	Iteration 98Q: 3 clusters Score -1.433347e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -14333459.000000 Penalty: 3769.126709
	Iteration 99Q: 3 clusters Score -1.433346e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -14333452.000000 Penalty: 3769.126709
	Iteration 100F: 3 clusters Score -1.433345e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -14333434.000000 Penalty: 3769.126709
	Iteration 101Q: 3 clusters Score -1.433343e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -14333461.000000 Penalty: 3769.126709
	Iteration 102Q: 3 clusters Score -1.433346e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -14333465.000000 Penalty: 3769.126709
	Iteration 103Q: 3 clusters Score -1.433346e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -14333477.000000 Penalty: 3769.126709
	Iteration 104Q: 3 clusters Score -1.433348e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -14333467.000000 Penalty: 3769.126709
	Iteration 105Q: 3 clusters Score -1.433347e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -14333454.000000 Penalty: 3769.126709
	Iteration 106Q: 3 clusters Score -1.433345e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -14333459.000000 Penalty: 3769.126709
	Iteration 107Q: 3 clusters Score -1.433346e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -14333444.000000 Penalty: 3769.126709
	Iteration 108Q: 3 clusters Score -1.433344e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -14333434.000000 Penalty: 3769.126709
	Iteration 109Q: 3 clusters Score -1.433343e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -14333440.000000 Penalty: 3769.126709
	Iteration 110Q: 3 clusters Score -1.433344e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -14333456.000000 Penalty: 3769.126709
	Iteration 111Q: 3 clusters Score -1.433346e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -14333424.000000 Penalty: 3769.126709
	Iteration 112Q: 3 clusters Score -1.433342e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -14333430.000000 Penalty: 3769.126709
	Iteration 113Q: 3 clusters Score -1.433343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -14333428.000000 Penalty: 3769.126709
	Iteration 114Q: 3 clusters Score -1.433343e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -14333440.000000 Penalty: 3769.126709
	Iteration 115Q: 3 clusters Score -1.433344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -14333445.000000 Penalty: 3769.126709
	Iteration 116Q: 3 clusters Score -1.433344e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -14333441.000000 Penalty: 3769.126709
	Iteration 117Q: 3 clusters Score -1.433344e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -14333443.000000 Penalty: 3769.126709
	Iteration 118Q: 3 clusters Score -1.433344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -14333449.000000 Penalty: 3769.126709
	Iteration 119Q: 3 clusters Score -1.433345e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -14333465.000000 Penalty: 3769.126709
	Iteration 120F: 3 clusters Score -1.433346e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -14333461.000000 Penalty: 3769.126709
	Iteration 121Q: 3 clusters Score -1.433346e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -14333466.000000 Penalty: 3769.126709
	Iteration 122Q: 3 clusters Score -1.433347e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -14333458.000000 Penalty: 3769.126709
	Iteration 123Q: 3 clusters Score -1.433346e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -14333461.000000 Penalty: 3769.126709
	Iteration 124Q: 3 clusters Score -1.433346e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -14333480.000000 Penalty: 3769.126709
	Iteration 125Q: 3 clusters Score -1.433348e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -14333481.000000 Penalty: 3769.126709
	Iteration 126Q: 3 clusters Score -1.433348e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -14333484.000000 Penalty: 3769.126709
	Iteration 127Q: 3 clusters Score -1.433348e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -14333492.000000 Penalty: 3769.126709
	Iteration 128Q: 3 clusters Score -1.433349e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -14333470.000000 Penalty: 3769.126709
	Iteration 129Q: 3 clusters Score -1.433347e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -14333486.000000 Penalty: 3769.126709
	Iteration 130Q: 3 clusters Score -1.433349e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -14333458.000000 Penalty: 3769.126709
	Iteration 131Q: 3 clusters Score -1.433346e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -14333475.000000 Penalty: 3769.126709
	Iteration 132Q: 3 clusters Score -1.433348e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -14333472.000000 Penalty: 3769.126709
	Iteration 133Q: 3 clusters Score -1.433347e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -14333453.000000 Penalty: 3769.126709
	Iteration 134Q: 3 clusters Score -1.433345e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -14333434.000000 Penalty: 3769.126709
	Iteration 135Q: 3 clusters Score -1.433343e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -14333447.000000 Penalty: 3769.126709
	Iteration 136Q: 3 clusters Score -1.433345e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -14333453.000000 Penalty: 3769.126709
	Iteration 137Q: 3 clusters Score -1.433345e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -14333460.000000 Penalty: 3769.126709
	Iteration 138Q: 3 clusters Score -1.433346e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -14333456.000000 Penalty: 3769.126709
	Iteration 139Q: 3 clusters Score -1.433346e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -14333439.000000 Penalty: 3769.126709
	Iteration 140F: 3 clusters Score -1.433344e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -14333466.000000 Penalty: 3769.126709
	Iteration 141Q: 3 clusters Score -1.433347e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -14333456.000000 Penalty: 3769.126709
	Iteration 142Q: 3 clusters Score -1.433346e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -14333465.000000 Penalty: 3769.126709
	Iteration 143Q: 3 clusters Score -1.433346e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -14333459.000000 Penalty: 3769.126709
	Iteration 144Q: 3 clusters Score -1.433346e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -14333439.000000 Penalty: 3769.126709
	Iteration 145Q: 3 clusters Score -1.433344e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -14333440.000000 Penalty: 3769.126709
	Iteration 146Q: 3 clusters Score -1.433344e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -14333424.000000 Penalty: 3769.126709
	Iteration 147Q: 3 clusters Score -1.433342e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -14333393.000000 Penalty: 3769.126709
	Iteration 148Q: 3 clusters Score -1.433339e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -14333346.000000 Penalty: 3769.126709
	Iteration 149Q: 3 clusters Score -1.433335e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -14333307.000000 Penalty: 3769.126709
	Iteration 150Q: 3 clusters Score -1.433331e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -14333286.000000 Penalty: 3769.126709
	Iteration 151Q: 3 clusters Score -1.433329e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -14333289.000000 Penalty: 3769.126709
	Iteration 152Q: 3 clusters Score -1.433329e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -14333244.000000 Penalty: 3769.126709
	Iteration 153Q: 3 clusters Score -1.433324e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -14333240.000000 Penalty: 3769.126709
	Iteration 154Q: 3 clusters Score -1.433324e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -14333244.000000 Penalty: 3769.126709
	Iteration 155Q: 3 clusters Score -1.433324e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -14333209.000000 Penalty: 3769.126709
	Iteration 156Q: 3 clusters Score -1.433321e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -14333182.000000 Penalty: 3769.126709
	Iteration 157Q: 3 clusters Score -1.433318e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -14333174.000000 Penalty: 3769.126709
	Iteration 158Q: 3 clusters Score -1.433317e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -14333094.000000 Penalty: 3769.126709
	Iteration 159Q: 3 clusters Score -1.433309e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -14333073.000000 Penalty: 3769.126709
	Iteration 160F: 3 clusters Score -1.433307e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -14333034.000000 Penalty: 3769.126709
	Iteration 161Q: 3 clusters Score -1.433303e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -14332967.000000 Penalty: 3769.126709
	Iteration 162Q: 3 clusters Score -1.433297e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -14332956.000000 Penalty: 3769.126709
	Iteration 163Q: 3 clusters Score -1.433296e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -14332920.000000 Penalty: 3769.126709
	Iteration 164Q: 3 clusters Score -1.433292e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -14332932.000000 Penalty: 3769.126709
	Iteration 165Q: 3 clusters Score -1.433293e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -14332842.000000 Penalty: 3769.126709
	Iteration 166Q: 3 clusters Score -1.433284e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -14332798.000000 Penalty: 3769.126709
	Iteration 167Q: 3 clusters Score -1.43328e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -14332823.000000 Penalty: 3769.126709
	Iteration 168Q: 3 clusters Score -1.433282e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -14332778.000000 Penalty: 3769.126709
	Iteration 169Q: 3 clusters Score -1.433278e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -14332728.000000 Penalty: 3769.126709
	Iteration 170Q: 3 clusters Score -1.433273e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -14332633.000000 Penalty: 3769.126709
	Iteration 171Q: 3 clusters Score -1.433263e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -14332649.000000 Penalty: 3769.126709
	Iteration 172Q: 3 clusters Score -1.433265e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -14332551.000000 Penalty: 3769.126709
	Iteration 173Q: 3 clusters Score -1.433255e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -14332550.000000 Penalty: 3769.126709
	Iteration 174Q: 3 clusters Score -1.433255e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -14332542.000000 Penalty: 3769.126709
	Iteration 175Q: 3 clusters Score -1.433254e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -14332498.000000 Penalty: 3769.126709
	Iteration 176Q: 3 clusters Score -1.43325e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -14332447.000000 Penalty: 3769.126709
	Iteration 177Q: 3 clusters Score -1.433245e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -14332385.000000 Penalty: 3769.126709
	Iteration 178Q: 3 clusters Score -1.433238e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -14332353.000000 Penalty: 3769.126709
	Iteration 179Q: 3 clusters Score -1.433235e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -14332245.000000 Penalty: 3769.126709
	Iteration 180F: 3 clusters Score -1.433224e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -14332117.000000 Penalty: 3769.126709
	Iteration 181Q: 3 clusters Score -1.433212e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -14332040.000000 Penalty: 3769.126709
	Iteration 182Q: 3 clusters Score -1.433204e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -14331926.000000 Penalty: 3769.126709
	Iteration 183Q: 3 clusters Score -1.433193e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -14331823.000000 Penalty: 3769.126709
	Iteration 184Q: 3 clusters Score -1.433182e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77348 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -14331760.000000 Penalty: 3769.126709
	Iteration 185Q: 3 clusters Score -1.433176e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -14331707.000000 Penalty: 3769.126709
	Iteration 186Q: 3 clusters Score -1.433171e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -14331581.000000 Penalty: 3769.126709
	Iteration 187Q: 3 clusters Score -1.433158e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -14331550.000000 Penalty: 3769.126709
	Iteration 188Q: 3 clusters Score -1.433155e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -14331462.000000 Penalty: 3769.126709
	Iteration 189Q: 3 clusters Score -1.433146e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -14331406.000000 Penalty: 3769.126709
	Iteration 190Q: 3 clusters Score -1.433141e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -14331340.000000 Penalty: 3769.126709
	Iteration 191Q: 3 clusters Score -1.433134e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -14331330.000000 Penalty: 3769.126709
	Iteration 192Q: 3 clusters Score -1.433133e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -14331244.000000 Penalty: 3769.126709
	Iteration 193Q: 3 clusters Score -1.433124e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -14331231.000000 Penalty: 3769.126709
	Iteration 194Q: 3 clusters Score -1.433123e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -14331204.000000 Penalty: 3769.126709
	Iteration 195Q: 3 clusters Score -1.43312e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -14331108.000000 Penalty: 3769.126709
	Iteration 196Q: 3 clusters Score -1.433111e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -14331059.000000 Penalty: 3769.126709
	Iteration 197Q: 3 clusters Score -1.433106e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -14330970.000000 Penalty: 3769.126709
	Iteration 198Q: 3 clusters Score -1.433097e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -14330966.000000 Penalty: 3769.126709
	Iteration 199Q: 3 clusters Score -1.433097e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -14330951.000000 Penalty: 3769.126709
	Iteration 200F: 3 clusters Score -1.433095e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81640 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -14330984.000000 Penalty: 3769.126709
	Iteration 201Q: 3 clusters Score -1.433098e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -14330952.000000 Penalty: 3769.126709
	Iteration 202Q: 3 clusters Score -1.433095e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -14330919.000000 Penalty: 3769.126709
	Iteration 203Q: 3 clusters Score -1.433092e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -14330919.000000 Penalty: 3769.126709
	Iteration 204Q: 3 clusters Score -1.433092e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -14330873.000000 Penalty: 3769.126709
	Iteration 205Q: 3 clusters Score -1.433087e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -14330866.000000 Penalty: 3769.126709
	Iteration 206Q: 3 clusters Score -1.433087e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -14330882.000000 Penalty: 3769.126709
	Iteration 207Q: 3 clusters Score -1.433088e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -14330852.000000 Penalty: 3769.126709
	Iteration 208Q: 3 clusters Score -1.433085e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -14330815.000000 Penalty: 3769.126709
	Iteration 209Q: 3 clusters Score -1.433082e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -14330766.000000 Penalty: 3769.126709
	Iteration 210Q: 3 clusters Score -1.433077e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -14330746.000000 Penalty: 3769.126709
	Iteration 211Q: 3 clusters Score -1.433075e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -14330722.000000 Penalty: 3769.126709
	Iteration 212Q: 3 clusters Score -1.433072e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -14330667.000000 Penalty: 3769.126709
	Iteration 213Q: 3 clusters Score -1.433067e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -14330639.000000 Penalty: 3769.126709
	Iteration 214Q: 3 clusters Score -1.433064e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -14330623.000000 Penalty: 3769.126709
	Iteration 215Q: 3 clusters Score -1.433062e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -14330579.000000 Penalty: 3769.126709
	Iteration 216Q: 3 clusters Score -1.433058e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -14330623.000000 Penalty: 3769.126709
	Iteration 217Q: 3 clusters Score -1.433062e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -14330601.000000 Penalty: 3769.126709
	Iteration 218Q: 3 clusters Score -1.43306e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -14330536.000000 Penalty: 3769.126709
	Iteration 219Q: 3 clusters Score -1.433054e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -14330537.000000 Penalty: 3769.126709
	Iteration 220F: 3 clusters Score -1.433054e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -14330479.000000 Penalty: 3769.126709
	Iteration 221Q: 3 clusters Score -1.433048e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -14330467.000000 Penalty: 3769.126709
	Iteration 222Q: 3 clusters Score -1.433047e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -14330454.000000 Penalty: 3769.126709
	Iteration 223Q: 3 clusters Score -1.433045e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -14330456.000000 Penalty: 3769.126709
	Iteration 224Q: 3 clusters Score -1.433046e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -14330435.000000 Penalty: 3769.126709
	Iteration 225Q: 3 clusters Score -1.433044e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -14330448.000000 Penalty: 3769.126709
	Iteration 226Q: 3 clusters Score -1.433045e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -14330431.000000 Penalty: 3769.126709
	Iteration 227Q: 3 clusters Score -1.433043e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -14330419.000000 Penalty: 3769.126709
	Iteration 228Q: 3 clusters Score -1.433042e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -14330463.000000 Penalty: 3769.126709
	Iteration 229Q: 3 clusters Score -1.433046e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -14330475.000000 Penalty: 3769.126709
	Iteration 230Q: 3 clusters Score -1.433048e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -14330481.000000 Penalty: 3769.126709
	Iteration 231Q: 3 clusters Score -1.433048e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -14330462.000000 Penalty: 3769.126709
	Iteration 232Q: 3 clusters Score -1.433046e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -14330436.000000 Penalty: 3769.126709
	Iteration 233Q: 3 clusters Score -1.433044e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -14330483.000000 Penalty: 3769.126709
	Iteration 234Q: 3 clusters Score -1.433048e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -14330514.000000 Penalty: 3769.126709
	Iteration 235Q: 3 clusters Score -1.433051e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -14330507.000000 Penalty: 3769.126709
	Iteration 236Q: 3 clusters Score -1.433051e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -14330511.000000 Penalty: 3769.126709
	Iteration 237Q: 3 clusters Score -1.433051e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86575 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -14330463.000000 Penalty: 3769.126709
	Iteration 238Q: 3 clusters Score -1.433046e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -14330484.000000 Penalty: 3769.126709
	Iteration 239Q: 3 clusters Score -1.433048e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86918 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -14330504.000000 Penalty: 3769.126709
	Iteration 240F: 3 clusters Score -1.43305e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -14330463.000000 Penalty: 3769.126709
	Iteration 241Q: 3 clusters Score -1.433046e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -14330428.000000 Penalty: 3769.126709
	Iteration 242Q: 3 clusters Score -1.433043e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -14330429.000000 Penalty: 3769.126709
	Iteration 243Q: 3 clusters Score -1.433043e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -14330433.000000 Penalty: 3769.126709
	Iteration 244Q: 3 clusters Score -1.433043e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -14330455.000000 Penalty: 3769.126709
	Iteration 245Q: 3 clusters Score -1.433046e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -14330465.000000 Penalty: 3769.126709
	Iteration 246Q: 3 clusters Score -1.433046e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -14330458.000000 Penalty: 3769.126709
	Iteration 247Q: 3 clusters Score -1.433046e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -14330455.000000 Penalty: 3769.126709
	Iteration 248Q: 3 clusters Score -1.433046e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -14330417.000000 Penalty: 3769.126709
	Iteration 249Q: 3 clusters Score -1.433042e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -14330389.000000 Penalty: 3769.126709
	Iteration 250Q: 3 clusters Score -1.433039e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -14330341.000000 Penalty: 3769.126709
	Iteration 251Q: 3 clusters Score -1.433034e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -14330315.000000 Penalty: 3769.126709
	Iteration 252Q: 3 clusters Score -1.433032e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -14330353.000000 Penalty: 3769.126709
	Iteration 253Q: 3 clusters Score -1.433035e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -14330304.000000 Penalty: 3769.126709
	Iteration 254Q: 3 clusters Score -1.43303e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -14330334.000000 Penalty: 3769.126709
	Iteration 255Q: 3 clusters Score -1.433033e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -14330340.000000 Penalty: 3769.126709
	Iteration 256Q: 3 clusters Score -1.433034e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -14330329.000000 Penalty: 3769.126709
	Iteration 257Q: 3 clusters Score -1.433033e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -14330330.000000 Penalty: 3769.126709
	Iteration 258Q: 3 clusters Score -1.433033e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -14330327.000000 Penalty: 3769.126709
	Iteration 259Q: 3 clusters Score -1.433033e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -14330308.000000 Penalty: 3769.126709
	Iteration 260F: 3 clusters Score -1.433031e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -14330281.000000 Penalty: 3769.126709
	Iteration 261Q: 3 clusters Score -1.433028e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -14330307.000000 Penalty: 3769.126709
	Iteration 262Q: 3 clusters Score -1.433031e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -14330304.000000 Penalty: 3769.126709
	Iteration 263Q: 3 clusters Score -1.43303e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -14330304.000000 Penalty: 3769.126709
	Iteration 264Q: 3 clusters Score -1.43303e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -14330328.000000 Penalty: 3769.126709
	Iteration 265Q: 3 clusters Score -1.433033e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -14330370.000000 Penalty: 3769.126709
	Iteration 266Q: 3 clusters Score -1.433037e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -14330406.000000 Penalty: 3769.126709
	Iteration 267Q: 3 clusters Score -1.433041e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -14330388.000000 Penalty: 3769.126709
	Iteration 268Q: 3 clusters Score -1.433039e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91691 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -14330362.000000 Penalty: 3769.126709
	Iteration 269Q: 3 clusters Score -1.433036e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -14330349.000000 Penalty: 3769.126709
	Iteration 270Q: 3 clusters Score -1.433035e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -14330326.000000 Penalty: 3769.126709
	Iteration 271Q: 3 clusters Score -1.433033e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -14330316.000000 Penalty: 3769.126709
	Iteration 272Q: 3 clusters Score -1.433032e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92499 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -14330337.000000 Penalty: 3769.126709
	Iteration 273Q: 3 clusters Score -1.433034e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -14330342.000000 Penalty: 3769.126709
	Iteration 274Q: 3 clusters Score -1.433034e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -14330308.000000 Penalty: 3769.126709
	Iteration 275Q: 3 clusters Score -1.433031e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -14330276.000000 Penalty: 3769.126709
	Iteration 276Q: 3 clusters Score -1.433028e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -14330248.000000 Penalty: 3769.126709
	Iteration 277Q: 3 clusters Score -1.433025e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -14330245.000000 Penalty: 3769.126709
	Iteration 278Q: 3 clusters Score -1.433024e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -14330255.000000 Penalty: 3769.126709
	Iteration 279Q: 3 clusters Score -1.433026e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -14330257.000000 Penalty: 3769.126709
	Iteration 280F: 3 clusters Score -1.433026e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -14330272.000000 Penalty: 3769.126709
	Iteration 281Q: 3 clusters Score -1.433027e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -14330280.000000 Penalty: 3769.126709
	Iteration 282Q: 3 clusters Score -1.433028e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -14330273.000000 Penalty: 3769.126709
	Iteration 283Q: 3 clusters Score -1.433027e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -14330313.000000 Penalty: 3769.126709
	Iteration 284Q: 3 clusters Score -1.433031e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -14330318.000000 Penalty: 3769.126709
	Iteration 285Q: 3 clusters Score -1.433032e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -14330289.000000 Penalty: 3769.126709
	Iteration 286Q: 3 clusters Score -1.433029e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -14330285.000000 Penalty: 3769.126709
	Iteration 287Q: 3 clusters Score -1.433028e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -14330280.000000 Penalty: 3769.126709
	Iteration 288Q: 3 clusters Score -1.433028e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -14330293.000000 Penalty: 3769.126709
	Iteration 289Q: 3 clusters Score -1.433029e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -14330261.000000 Penalty: 3769.126709
	Iteration 290Q: 3 clusters Score -1.433026e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -14330311.000000 Penalty: 3769.126709
	Iteration 291Q: 3 clusters Score -1.433031e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -14330316.000000 Penalty: 3769.126709
	Iteration 292Q: 3 clusters Score -1.433032e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -14330341.000000 Penalty: 3769.126709
	Iteration 293Q: 3 clusters Score -1.433034e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -14330386.000000 Penalty: 3769.126709
	Iteration 294Q: 3 clusters Score -1.433039e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -14330413.000000 Penalty: 3769.126709
	Iteration 295Q: 3 clusters Score -1.433041e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97401 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -14330447.000000 Penalty: 3769.126709
	Iteration 296Q: 3 clusters Score -1.433045e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97643 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -14330483.000000 Penalty: 3769.126709
	Iteration 297Q: 3 clusters Score -1.433048e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97922 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -14330551.000000 Penalty: 3769.126709
	Iteration 298Q: 3 clusters Score -1.433055e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -14330555.000000 Penalty: 3769.126709
	Iteration 299Q: 3 clusters Score -1.433056e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -14330626.000000 Penalty: 3769.126709
	Iteration 300F: 3 clusters Score -1.433063e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -14330660.000000 Penalty: 3769.126709
	Iteration 301Q: 3 clusters Score -1.433066e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -14330680.000000 Penalty: 3769.126709
	Iteration 302Q: 3 clusters Score -1.433068e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -14330771.000000 Penalty: 3769.126709
	Iteration 303Q: 3 clusters Score -1.433077e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -14330815.000000 Penalty: 3769.126709
	Iteration 304Q: 3 clusters Score -1.433082e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -14330853.000000 Penalty: 3769.126709
	Iteration 305Q: 3 clusters Score -1.433085e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -14330956.000000 Penalty: 3769.126709
	Iteration 306Q: 3 clusters Score -1.433096e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100890 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -14331082.000000 Penalty: 3769.126709
	Iteration 307Q: 3 clusters Score -1.433108e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -14331173.000000 Penalty: 3769.126709
	Iteration 308Q: 3 clusters Score -1.433117e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -14331370.000000 Penalty: 3769.126709
	Iteration 309Q: 3 clusters Score -1.433137e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -14331655.000000 Penalty: 3769.126709
	Iteration 310Q: 3 clusters Score -1.433166e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -14331975.000000 Penalty: 3769.126709
	Iteration 311Q: 3 clusters Score -1.433198e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -14332302.000000 Penalty: 3769.126709
	Iteration 312Q: 3 clusters Score -1.43323e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102943 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -14332490.000000 Penalty: 3769.126709
	Iteration 313Q: 3 clusters Score -1.433249e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103247 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -14332674.000000 Penalty: 3769.126709
	Iteration 314Q: 3 clusters Score -1.433267e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -14332963.000000 Penalty: 3769.126709
	Iteration 315Q: 3 clusters Score -1.433296e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -14333154.000000 Penalty: 3769.126709
	Iteration 316Q: 3 clusters Score -1.433315e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -14333295.000000 Penalty: 3769.126709
	Iteration 317Q: 3 clusters Score -1.43333e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -14333470.000000 Penalty: 3769.126709
	Iteration 318Q: 3 clusters Score -1.433347e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -14333681.000000 Penalty: 3769.126709
	Iteration 319Q: 3 clusters Score -1.433368e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -14333804.000000 Penalty: 3769.126709
	Iteration 320F: 3 clusters Score -1.43338e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -14333922.000000 Penalty: 3769.126709
	Iteration 321Q: 3 clusters Score -1.433392e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -14334012.000000 Penalty: 3769.126709
	Iteration 322Q: 3 clusters Score -1.433401e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -14334122.000000 Penalty: 3769.126709
	Iteration 323Q: 3 clusters Score -1.433412e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105719 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -14334245.000000 Penalty: 3769.126709
	Iteration 324Q: 3 clusters Score -1.433424e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -14334284.000000 Penalty: 3769.126709
	Iteration 325Q: 3 clusters Score -1.433428e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -14334315.000000 Penalty: 3769.126709
	Iteration 326Q: 3 clusters Score -1.433432e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -14334343.000000 Penalty: 3769.126709
	Iteration 327Q: 3 clusters Score -1.433434e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14334371.000000 Penalty: 3769.126709
	Iteration 328Q: 3 clusters Score -1.433437e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -14334423.000000 Penalty: 3769.126709
	Iteration 329Q: 3 clusters Score -1.433442e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106583 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14334458.000000 Penalty: 3769.126709
	Iteration 330Q: 3 clusters Score -1.433446e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -14334514.000000 Penalty: 3769.126709
	Iteration 331Q: 3 clusters Score -1.433451e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106822 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -14334561.000000 Penalty: 3769.126709
	Iteration 332Q: 3 clusters Score -1.433456e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -14334584.000000 Penalty: 3769.126709
	Iteration 333Q: 3 clusters Score -1.433458e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -14334612.000000 Penalty: 3769.126709
	Iteration 334Q: 3 clusters Score -1.433461e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14334633.000000 Penalty: 3769.126709
	Iteration 335Q: 3 clusters Score -1.433463e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107187 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -14334645.000000 Penalty: 3769.126709
	Iteration 336Q: 3 clusters Score -1.433464e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -14334623.000000 Penalty: 3769.126709
	Iteration 337Q: 3 clusters Score -1.433462e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -14334652.000000 Penalty: 3769.126709
	Iteration 338Q: 3 clusters Score -1.433465e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -14334695.000000 Penalty: 3769.126709
	Iteration 339Q: 3 clusters Score -1.43347e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107457 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -14334657.000000 Penalty: 3769.126709
	Iteration 340F: 3 clusters Score -1.433466e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14334696.000000 Penalty: 3769.126709
	Iteration 341Q: 3 clusters Score -1.43347e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14334717.000000 Penalty: 3769.126709
	Iteration 342Q: 3 clusters Score -1.433472e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -14334715.000000 Penalty: 3769.126709
	Iteration 343Q: 3 clusters Score -1.433472e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -14334716.000000 Penalty: 3769.126709
	Iteration 344Q: 3 clusters Score -1.433472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -14334717.000000 Penalty: 3769.126709
	Iteration 345Q: 3 clusters Score -1.433472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14334739.000000 Penalty: 3769.126709
	Iteration 346Q: 3 clusters Score -1.433474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -14334726.000000 Penalty: 3769.126709
	Iteration 347Q: 3 clusters Score -1.433473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -14334700.000000 Penalty: 3769.126709
	Iteration 348Q: 3 clusters Score -1.43347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -14334699.000000 Penalty: 3769.126709
	Iteration 349Q: 3 clusters Score -1.43347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107763 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -14334696.000000 Penalty: 3769.126709
	Iteration 350Q: 3 clusters Score -1.43347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14334704.000000 Penalty: 3769.126709
	Iteration 351Q: 3 clusters Score -1.43347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -14334696.000000 Penalty: 3769.126709
	Iteration 352Q: 3 clusters Score -1.43347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14334699.000000 Penalty: 3769.126709
	Iteration 353Q: 3 clusters Score -1.43347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14334697.000000 Penalty: 3769.126709
	Iteration 354Q: 3 clusters Score -1.43347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14334692.000000 Penalty: 3769.126709
	Iteration 355Q: 3 clusters Score -1.433469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -14334706.000000 Penalty: 3769.126709
	Iteration 356Q: 3 clusters Score -1.433471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14334685.000000 Penalty: 3769.126709
	Iteration 357Q: 3 clusters Score -1.433468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107891 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -14334692.000000 Penalty: 3769.126709
	Iteration 358Q: 3 clusters Score -1.433469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14334699.000000 Penalty: 3769.126709
	Iteration 359Q: 3 clusters Score -1.43347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14334690.000000 Penalty: 3769.126709
	Iteration 360F: 3 clusters Score -1.433469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -14334688.000000 Penalty: 3769.126709
	Iteration 361Q: 3 clusters Score -1.433469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -14334694.000000 Penalty: 3769.126709
	Iteration 362Q: 3 clusters Score -1.433469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14334696.000000 Penalty: 3769.126709
	Iteration 363Q: 3 clusters Score -1.43347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14334699.000000 Penalty: 3769.126709
	Iteration 364Q: 3 clusters Score -1.43347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14334695.000000 Penalty: 3769.126709
	Iteration 365Q: 3 clusters Score -1.43347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14334706.000000 Penalty: 3769.126709
	Iteration 366Q: 3 clusters Score -1.433471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14334716.000000 Penalty: 3769.126709
	Iteration 367Q: 3 clusters Score -1.433472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -14334708.000000 Penalty: 3769.126709
	Iteration 368Q: 3 clusters Score -1.433471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14334714.000000 Penalty: 3769.126709
	Iteration 369Q: 3 clusters Score -1.433471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14334713.000000 Penalty: 3769.126709
	Iteration 370Q: 3 clusters Score -1.433471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14334712.000000 Penalty: 3769.126709
	Iteration 371Q: 3 clusters Score -1.433471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108001 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14334705.000000 Penalty: 3769.126709
	Iteration 372Q: 3 clusters Score -1.43347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108004 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -14334710.000000 Penalty: 3769.126709
	Iteration 373Q: 3 clusters Score -1.433471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108010 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -14334694.000000 Penalty: 3769.126709
	Iteration 374Q: 3 clusters Score -1.433469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -14334686.000000 Penalty: 3769.126709
	Iteration 375Q: 3 clusters Score -1.433469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108016 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14334691.000000 Penalty: 3769.126709
	Iteration 376Q: 3 clusters Score -1.433469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108016 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14334692.000000 Penalty: 3769.126709
	Iteration 377Q: 3 clusters Score -1.433469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108017 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14334687.000000 Penalty: 3769.126709
	Iteration 378Q: 3 clusters Score -1.433469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14334694.000000 Penalty: 3769.126709
	Iteration 379Q: 3 clusters Score -1.433469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14334690.000000 Penalty: 3769.126709
	Iteration 380F: 3 clusters Score -1.433469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14334689.000000 Penalty: 3769.126709
	Iteration 381Q: 3 clusters Score -1.433469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14334692.000000 Penalty: 3769.126709
	Iteration 382Q: 3 clusters Score -1.433469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14334692.000000 Penalty: 3769.126709
	Iteration 383Q: 3 clusters Score -1.433469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14334684.000000 Penalty: 3769.126709
	Iteration 384Q: 3 clusters Score -1.433468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108023 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14334694.000000 Penalty: 3769.126709
	Iteration 385Q: 3 clusters Score -1.433469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14334696.000000 Penalty: 3769.126709
	Iteration 386Q: 3 clusters Score -1.43347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108026 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14334696.000000 Penalty: 3769.126709
	Iteration 387Q: 3 clusters Score -1.43347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108029 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14334685.000000 Penalty: 3769.126709
	Iteration 388Q: 3 clusters Score -1.433468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108033 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14334693.000000 Penalty: 3769.126709
	Iteration 389Q: 3 clusters Score -1.433469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14334691.000000 Penalty: 3769.126709
	Iteration 390Q: 3 clusters Score -1.433469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108035 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14334699.000000 Penalty: 3769.126709
	Iteration 391Q: 3 clusters Score -1.43347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108035 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14334699.000000 Penalty: 3769.126709
	Iteration 392F: 3 clusters Score -1.43347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Entering Unmasked Estep 
Score: -2666628.750000 Penalty: 1611.848145
	Iteration 0F: 2 clusters Score -2666629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2652875.000000 Penalty: 3223.696289
	Iteration 0F: 3 clusters Score -2652875 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2657732.000000 Penalty: 3223.696289
	Iteration 1F: 3 clusters Score -2657732 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2657970.000000 Penalty: 3223.696289
	Iteration 2Q: 3 clusters Score -2657970 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2658167.000000 Penalty: 3223.696289
	Iteration 3Q: 3 clusters Score -2658167 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2658329.750000 Penalty: 3223.696289
	Iteration 4Q: 3 clusters Score -2658330 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2658520.000000 Penalty: 3223.696289
	Iteration 5Q: 3 clusters Score -2658520 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2658710.250000 Penalty: 3223.696289
	Iteration 6Q: 3 clusters Score -2658710 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2658935.250000 Penalty: 3223.696289
	Iteration 7Q: 3 clusters Score -2658935 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2659210.750000 Penalty: 3223.696289
	Iteration 8Q: 3 clusters Score -2659211 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2659546.750000 Penalty: 3223.696289
	Iteration 9Q: 3 clusters Score -2659547 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2659900.500000 Penalty: 3223.696289
	Iteration 10Q: 3 clusters Score -2659900 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2660279.250000 Penalty: 3223.696289
	Iteration 11Q: 3 clusters Score -2660279 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2660736.500000 Penalty: 3223.696289
	Iteration 12Q: 3 clusters Score -2660736 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2661267.500000 Penalty: 3223.696289
	Iteration 13Q: 3 clusters Score -2661268 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2661964.000000 Penalty: 3223.696289
	Iteration 14Q: 3 clusters Score -2661964 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2662950.250000 Penalty: 3223.696289
	Iteration 15F: 3 clusters Score -2662950 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2664302.500000 Penalty: 3223.696289
	Iteration 16F: 3 clusters Score -2664302 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2665561.500000 Penalty: 3223.696289
	Iteration 17F: 3 clusters Score -2665562 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2666298.750000 Penalty: 3223.696289
	Iteration 18Q: 3 clusters Score -2666299 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2666864.250000 Penalty: 3223.696289
	Iteration 19Q: 3 clusters Score -2666864 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2667406.500000 Penalty: 3223.696289
	Iteration 20F: 3 clusters Score -2667406 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2667949.250000 Penalty: 3223.696289
	Iteration 21Q: 3 clusters Score -2667949 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2668504.750000 Penalty: 3223.696289
	Iteration 22Q: 3 clusters Score -2668505 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2669019.750000 Penalty: 3223.696289
	Iteration 23Q: 3 clusters Score -2669020 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2669393.500000 Penalty: 3223.696289
	Iteration 24Q: 3 clusters Score -2669394 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2669635.000000 Penalty: 3223.696289
	Iteration 25Q: 3 clusters Score -2669635 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2669822.000000 Penalty: 3223.696289
	Iteration 26Q: 3 clusters Score -2669822 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2669992.000000 Penalty: 3223.696289
	Iteration 27Q: 3 clusters Score -2669992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2670096.250000 Penalty: 3223.696289
	Iteration 28Q: 3 clusters Score -2670096 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2670150.750000 Penalty: 3223.696289
	Iteration 29Q: 3 clusters Score -2670151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2670173.750000 Penalty: 3223.696289
	Iteration 30Q: 3 clusters Score -2670174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2670181.250000 Penalty: 3223.696289
	Iteration 31Q: 3 clusters Score -2670181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2670186.250000 Penalty: 3223.696289
	Iteration 32Q: 3 clusters Score -2670186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2670182.750000 Penalty: 3223.696289
	Iteration 33Q: 3 clusters Score -2670183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2670185.000000 Penalty: 3223.696289
	Iteration 34Q: 3 clusters Score -2670185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2670194.250000 Penalty: 3223.696289
	Iteration 35Q: 3 clusters Score -2670194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2670199.750000 Penalty: 3223.696289
	Iteration 36Q: 3 clusters Score -2670200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2670203.750000 Penalty: 3223.696289
	Iteration 37Q: 3 clusters Score -2670204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2670206.500000 Penalty: 3223.696289
	Iteration 38Q: 3 clusters Score -2670206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2670207.000000 Penalty: 3223.696289
	Iteration 39Q: 3 clusters Score -2670207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2670206.250000 Penalty: 3223.696289
	Iteration 40F: 3 clusters Score -2670206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2670205.000000 Penalty: 3223.696289
	Iteration 41Q: 3 clusters Score -2670205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2670206.750000 Penalty: 3223.696289
	Iteration 42Q: 3 clusters Score -2670207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2670207.250000 Penalty: 3223.696289
	Iteration 43Q: 3 clusters Score -2670207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2670212.500000 Penalty: 3223.696289
	Iteration 44Q: 3 clusters Score -2670212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2670210.250000 Penalty: 3223.696289
	Iteration 45Q: 3 clusters Score -2670210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2670210.500000 Penalty: 3223.696289
	Iteration 46Q: 3 clusters Score -2670210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2670210.000000 Penalty: 3223.696289
	Iteration 47Q: 3 clusters Score -2670210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2670211.000000 Penalty: 3223.696289
	Iteration 48Q: 3 clusters Score -2670211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2670212.500000 Penalty: 3223.696289
	Iteration 49Q: 3 clusters Score -2670212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2670217.000000 Penalty: 3223.696289
	Iteration 50Q: 3 clusters Score -2670217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2670217.000000 Penalty: 3223.696289
	Iteration 51F: 3 clusters Score -2670217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15721 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 45004 members 
Mstep: Class 5 contains 108805 members 
Mstep: Class 6 contains 5119 members 
Mstep: Class 7 contains 64159 members 
Mstep: Class 8 contains 12154 members 
Mstep: Class 9 contains 15964 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 54352 members 
Mstep: Class 12 contains 28246 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32509 members 
Mstep: Class 20 contains 3199 members 
Entering Unmasked Estep 
Score: -53929304.000000 Penalty: 37865.906250
Splitting cluster 6 changes total score from -53925868.000000 to -53929304.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (64159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Entering Unmasked Estep 
Score: -8462475.000000 Penalty: 1798.731934
	Iteration 0F: 2 clusters Score -8462475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -8420483.000000 Penalty: 3597.463867
	Iteration 0F: 3 clusters Score -8420483 nChanged 30368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -8437791.000000 Penalty: 3597.463867
	Iteration 1F: 3 clusters Score -8437791 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -8438367.000000 Penalty: 3597.463867
	Iteration 2Q: 3 clusters Score -8438367 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -8439045.000000 Penalty: 3597.463867
	Iteration 3Q: 3 clusters Score -8439045 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -8439790.000000 Penalty: 3597.463867
	Iteration 4Q: 3 clusters Score -8439790 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -8440579.000000 Penalty: 3597.463867
	Iteration 5Q: 3 clusters Score -8440579 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -8441576.000000 Penalty: 3597.463867
	Iteration 6Q: 3 clusters Score -8441576 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -8442897.000000 Penalty: 3597.463867
	Iteration 7Q: 3 clusters Score -8442897 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -8445060.000000 Penalty: 3597.463867
	Iteration 8F: 3 clusters Score -8445060 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -8447882.000000 Penalty: 3597.463867
	Iteration 9F: 3 clusters Score -8447882 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -8450930.000000 Penalty: 3597.463867
	Iteration 10F: 3 clusters Score -8450930 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -8453771.000000 Penalty: 3597.463867
	Iteration 11F: 3 clusters Score -8453771 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -8456079.000000 Penalty: 3597.463867
	Iteration 12Q: 3 clusters Score -8456079 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -8457729.000000 Penalty: 3597.463867
	Iteration 13Q: 3 clusters Score -8457729 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -8458908.000000 Penalty: 3597.463867
	Iteration 14Q: 3 clusters Score -8458908 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -8459675.000000 Penalty: 3597.463867
	Iteration 15Q: 3 clusters Score -8459675 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -8460144.000000 Penalty: 3597.463867
	Iteration 16Q: 3 clusters Score -8460144 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -8460434.000000 Penalty: 3597.463867
	Iteration 17Q: 3 clusters Score -8460434 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -8460634.000000 Penalty: 3597.463867
	Iteration 18Q: 3 clusters Score -8460634 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -8460763.000000 Penalty: 3597.463867
	Iteration 19Q: 3 clusters Score -8460763 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -8460885.000000 Penalty: 3597.463867
	Iteration 20F: 3 clusters Score -8460885 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -8460937.000000 Penalty: 3597.463867
	Iteration 21Q: 3 clusters Score -8460937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -8460972.000000 Penalty: 3597.463867
	Iteration 22Q: 3 clusters Score -8460972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -8461013.000000 Penalty: 3597.463867
	Iteration 23Q: 3 clusters Score -8461013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -8461064.000000 Penalty: 3597.463867
	Iteration 24Q: 3 clusters Score -8461064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -8461119.000000 Penalty: 3597.463867
	Iteration 25Q: 3 clusters Score -8461119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -8461150.000000 Penalty: 3597.463867
	Iteration 26Q: 3 clusters Score -8461150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -8461162.000000 Penalty: 3597.463867
	Iteration 27Q: 3 clusters Score -8461162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
Score: -8461176.000000 Penalty: 3597.463867
	Iteration 28Q: 3 clusters Score -8461176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -8461191.000000 Penalty: 3597.463867
	Iteration 29Q: 3 clusters Score -8461191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -8461199.000000 Penalty: 3597.463867
	Iteration 30Q: 3 clusters Score -8461199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -8461207.000000 Penalty: 3597.463867
	Iteration 31Q: 3 clusters Score -8461207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -8461203.000000 Penalty: 3597.463867
	Iteration 32Q: 3 clusters Score -8461203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -8461214.000000 Penalty: 3597.463867
	Iteration 33Q: 3 clusters Score -8461214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -8461221.000000 Penalty: 3597.463867
	Iteration 34Q: 3 clusters Score -8461221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -8461225.000000 Penalty: 3597.463867
	Iteration 35Q: 3 clusters Score -8461225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -8461223.000000 Penalty: 3597.463867
	Iteration 36Q: 3 clusters Score -8461223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -8461230.000000 Penalty: 3597.463867
	Iteration 37Q: 3 clusters Score -8461230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -8461227.000000 Penalty: 3597.463867
	Iteration 38Q: 3 clusters Score -8461227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -8461224.000000 Penalty: 3597.463867
	Iteration 39Q: 3 clusters Score -8461224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -8461222.000000 Penalty: 3597.463867
	Iteration 40F: 3 clusters Score -8461222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -8461224.000000 Penalty: 3597.463867
	Iteration 41Q: 3 clusters Score -8461224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -8461224.000000 Penalty: 3597.463867
	Iteration 42Q: 3 clusters Score -8461224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -8461224.000000 Penalty: 3597.463867
	Iteration 43F: 3 clusters Score -8461224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Entering Unmasked Estep 
Score: -1524743.500000 Penalty: 1528.379761
	Iteration 0F: 2 clusters Score -1524744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1516166.625000 Penalty: 3056.759521
	Iteration 0F: 3 clusters Score -1516167 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1519066.500000 Penalty: 3056.759521
	Iteration 1F: 3 clusters Score -1519066 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1519365.250000 Penalty: 3056.759521
	Iteration 2F: 3 clusters Score -1519365 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1519659.000000 Penalty: 3056.759521
	Iteration 3F: 3 clusters Score -1519659 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1519936.250000 Penalty: 3056.759521
	Iteration 4F: 3 clusters Score -1519936 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1520224.750000 Penalty: 3056.759521
	Iteration 5Q: 3 clusters Score -1520225 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1520507.375000 Penalty: 3056.759521
	Iteration 6Q: 3 clusters Score -1520507 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1520811.500000 Penalty: 3056.759521
	Iteration 7Q: 3 clusters Score -1520812 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1521082.875000 Penalty: 3056.759521
	Iteration 8Q: 3 clusters Score -1521083 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1521329.750000 Penalty: 3056.759521
	Iteration 9Q: 3 clusters Score -1521330 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1521574.875000 Penalty: 3056.759521
	Iteration 10Q: 3 clusters Score -1521575 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1521803.750000 Penalty: 3056.759521
	Iteration 11Q: 3 clusters Score -1521804 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1522043.750000 Penalty: 3056.759521
	Iteration 12Q: 3 clusters Score -1522044 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1522249.250000 Penalty: 3056.759521
	Iteration 13Q: 3 clusters Score -1522249 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1522401.875000 Penalty: 3056.759521
	Iteration 14Q: 3 clusters Score -1522402 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1522515.125000 Penalty: 3056.759521
	Iteration 15Q: 3 clusters Score -1522515 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1522630.875000 Penalty: 3056.759521
	Iteration 16Q: 3 clusters Score -1522631 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1522704.875000 Penalty: 3056.759521
	Iteration 17Q: 3 clusters Score -1522705 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1522762.000000 Penalty: 3056.759521
	Iteration 18Q: 3 clusters Score -1522762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1522800.375000 Penalty: 3056.759521
	Iteration 19Q: 3 clusters Score -1522800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1522828.000000 Penalty: 3056.759521
	Iteration 20F: 3 clusters Score -1522828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1522846.125000 Penalty: 3056.759521
	Iteration 21Q: 3 clusters Score -1522846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1522861.875000 Penalty: 3056.759521
	Iteration 22Q: 3 clusters Score -1522862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1522871.500000 Penalty: 3056.759521
	Iteration 23Q: 3 clusters Score -1522872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1522876.625000 Penalty: 3056.759521
	Iteration 24Q: 3 clusters Score -1522877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1522885.750000 Penalty: 3056.759521
	Iteration 25Q: 3 clusters Score -1522886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1522892.375000 Penalty: 3056.759521
	Iteration 26Q: 3 clusters Score -1522892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1522895.375000 Penalty: 3056.759521
	Iteration 27Q: 3 clusters Score -1522895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1522896.500000 Penalty: 3056.759521
	Iteration 28Q: 3 clusters Score -1522896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1522900.875000 Penalty: 3056.759521
	Iteration 29Q: 3 clusters Score -1522901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1522907.500000 Penalty: 3056.759521
	Iteration 30Q: 3 clusters Score -1522908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1522909.250000 Penalty: 3056.759521
	Iteration 31Q: 3 clusters Score -1522909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1522906.625000 Penalty: 3056.759521
	Iteration 32Q: 3 clusters Score -1522907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1522908.250000 Penalty: 3056.759521
	Iteration 33Q: 3 clusters Score -1522908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1522911.000000 Penalty: 3056.759521
	Iteration 34Q: 3 clusters Score -1522911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1522915.250000 Penalty: 3056.759521
	Iteration 35Q: 3 clusters Score -1522915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1522913.500000 Penalty: 3056.759521
	Iteration 36Q: 3 clusters Score -1522914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1522916.000000 Penalty: 3056.759521
	Iteration 37Q: 3 clusters Score -1522916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1522915.375000 Penalty: 3056.759521
	Iteration 38Q: 3 clusters Score -1522915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1522918.875000 Penalty: 3056.759521
	Iteration 39Q: 3 clusters Score -1522919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1522919.000000 Penalty: 3056.759521
	Iteration 40F: 3 clusters Score -1522919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1522918.375000 Penalty: 3056.759521
	Iteration 41Q: 3 clusters Score -1522918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1522919.750000 Penalty: 3056.759521
	Iteration 42Q: 3 clusters Score -1522920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1522921.875000 Penalty: 3056.759521
	Iteration 43Q: 3 clusters Score -1522922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1522925.750000 Penalty: 3056.759521
	Iteration 44Q: 3 clusters Score -1522926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1522926.000000 Penalty: 3056.759521
	Iteration 45Q: 3 clusters Score -1522926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1522926.875000 Penalty: 3056.759521
	Iteration 46Q: 3 clusters Score -1522927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1522928.375000 Penalty: 3056.759521
	Iteration 47Q: 3 clusters Score -1522928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1522929.250000 Penalty: 3056.759521
	Iteration 48Q: 3 clusters Score -1522929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1522931.500000 Penalty: 3056.759521
	Iteration 49Q: 3 clusters Score -1522932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1522932.750000 Penalty: 3056.759521
	Iteration 50Q: 3 clusters Score -1522933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1522937.250000 Penalty: 3056.759521
	Iteration 51Q: 3 clusters Score -1522937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1522942.375000 Penalty: 3056.759521
	Iteration 52Q: 3 clusters Score -1522942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1522948.375000 Penalty: 3056.759521
	Iteration 53Q: 3 clusters Score -1522948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1522953.625000 Penalty: 3056.759521
	Iteration 54Q: 3 clusters Score -1522954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1522966.500000 Penalty: 3056.759521
	Iteration 55Q: 3 clusters Score -1522966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1522980.875000 Penalty: 3056.759521
	Iteration 56Q: 3 clusters Score -1522981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1523004.625000 Penalty: 3056.759521
	Iteration 57Q: 3 clusters Score -1523005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1523024.750000 Penalty: 3056.759521
	Iteration 58Q: 3 clusters Score -1523025 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1523064.500000 Penalty: 3056.759521
	Iteration 59Q: 3 clusters Score -1523064 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1523126.250000 Penalty: 3056.759521
	Iteration 60F: 3 clusters Score -1523126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1523237.750000 Penalty: 3056.759521
	Iteration 61Q: 3 clusters Score -1523238 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1523424.875000 Penalty: 3056.759521
	Iteration 62Q: 3 clusters Score -1523425 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1523667.500000 Penalty: 3056.759521
	Iteration 63Q: 3 clusters Score -1523668 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1523884.000000 Penalty: 3056.759521
	Iteration 64Q: 3 clusters Score -1523884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1523967.250000 Penalty: 3056.759521
	Iteration 65Q: 3 clusters Score -1523967 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1524008.750000 Penalty: 3056.759521
	Iteration 66Q: 3 clusters Score -1524009 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1524040.875000 Penalty: 3056.759521
	Iteration 67Q: 3 clusters Score -1524041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1524055.500000 Penalty: 3056.759521
	Iteration 68Q: 3 clusters Score -1524056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1524061.000000 Penalty: 3056.759521
	Iteration 69Q: 3 clusters Score -1524061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1524064.625000 Penalty: 3056.759521
	Iteration 70Q: 3 clusters Score -1524065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1524067.500000 Penalty: 3056.759521
	Iteration 71Q: 3 clusters Score -1524068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1524072.250000 Penalty: 3056.759521
	Iteration 72Q: 3 clusters Score -1524072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1524077.625000 Penalty: 3056.759521
	Iteration 73Q: 3 clusters Score -1524078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1524080.875000 Penalty: 3056.759521
	Iteration 74Q: 3 clusters Score -1524081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1524081.125000 Penalty: 3056.759521
	Iteration 75Q: 3 clusters Score -1524081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1524082.250000 Penalty: 3056.759521
	Iteration 76Q: 3 clusters Score -1524082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1524083.125000 Penalty: 3056.759521
	Iteration 77Q: 3 clusters Score -1524083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1524082.500000 Penalty: 3056.759521
	Iteration 78Q: 3 clusters Score -1524082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1524082.125000 Penalty: 3056.759521
	Iteration 79Q: 3 clusters Score -1524082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1524082.125000 Penalty: 3056.759521
	Iteration 80F: 3 clusters Score -1524082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Entering Unmasked Estep 
Score: -1995427.625000 Penalty: 1572.689819
	Iteration 0F: 2 clusters Score -1995428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1984391.875000 Penalty: 3145.379639
	Iteration 0F: 3 clusters Score -1984392 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1988103.125000 Penalty: 3145.379639
	Iteration 1F: 3 clusters Score -1988103 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1988402.875000 Penalty: 3145.379639
	Iteration 2F: 3 clusters Score -1988403 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1988668.500000 Penalty: 3145.379639
	Iteration 3Q: 3 clusters Score -1988668 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1988929.750000 Penalty: 3145.379639
	Iteration 4Q: 3 clusters Score -1988930 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1989206.875000 Penalty: 3145.379639
	Iteration 5Q: 3 clusters Score -1989207 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1989568.750000 Penalty: 3145.379639
	Iteration 6Q: 3 clusters Score -1989569 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1990095.875000 Penalty: 3145.379639
	Iteration 7F: 3 clusters Score -1990096 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1990847.000000 Penalty: 3145.379639
	Iteration 8F: 3 clusters Score -1990847 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1991664.250000 Penalty: 3145.379639
	Iteration 9F: 3 clusters Score -1991664 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1992426.500000 Penalty: 3145.379639
	Iteration 10F: 3 clusters Score -1992426 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1992931.625000 Penalty: 3145.379639
	Iteration 11Q: 3 clusters Score -1992932 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1993267.000000 Penalty: 3145.379639
	Iteration 12Q: 3 clusters Score -1993267 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1993488.500000 Penalty: 3145.379639
	Iteration 13Q: 3 clusters Score -1993488 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1993645.375000 Penalty: 3145.379639
	Iteration 14Q: 3 clusters Score -1993645 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1993750.750000 Penalty: 3145.379639
	Iteration 15Q: 3 clusters Score -1993751 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1993838.875000 Penalty: 3145.379639
	Iteration 16Q: 3 clusters Score -1993839 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1993923.250000 Penalty: 3145.379639
	Iteration 17Q: 3 clusters Score -1993923 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1994011.625000 Penalty: 3145.379639
	Iteration 18Q: 3 clusters Score -1994012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1994102.375000 Penalty: 3145.379639
	Iteration 19Q: 3 clusters Score -1994102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1994210.125000 Penalty: 3145.379639
	Iteration 20F: 3 clusters Score -1994210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1994296.375000 Penalty: 3145.379639
	Iteration 21Q: 3 clusters Score -1994296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1994353.375000 Penalty: 3145.379639
	Iteration 22Q: 3 clusters Score -1994353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1994379.875000 Penalty: 3145.379639
	Iteration 23Q: 3 clusters Score -1994380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1994396.250000 Penalty: 3145.379639
	Iteration 24Q: 3 clusters Score -1994396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1994407.250000 Penalty: 3145.379639
	Iteration 25Q: 3 clusters Score -1994407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1994421.000000 Penalty: 3145.379639
	Iteration 26Q: 3 clusters Score -1994421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1994426.375000 Penalty: 3145.379639
	Iteration 27Q: 3 clusters Score -1994426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1994433.625000 Penalty: 3145.379639
	Iteration 28Q: 3 clusters Score -1994434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1994438.750000 Penalty: 3145.379639
	Iteration 29Q: 3 clusters Score -1994439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1994450.625000 Penalty: 3145.379639
	Iteration 30Q: 3 clusters Score -1994451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1994459.750000 Penalty: 3145.379639
	Iteration 31Q: 3 clusters Score -1994460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1994463.750000 Penalty: 3145.379639
	Iteration 32Q: 3 clusters Score -1994464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1994462.625000 Penalty: 3145.379639
	Iteration 33Q: 3 clusters Score -1994463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1994462.875000 Penalty: 3145.379639
	Iteration 34Q: 3 clusters Score -1994463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1994466.750000 Penalty: 3145.379639
	Iteration 35Q: 3 clusters Score -1994467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1994466.125000 Penalty: 3145.379639
	Iteration 36Q: 3 clusters Score -1994466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1994466.125000 Penalty: 3145.379639
	Iteration 37F: 3 clusters Score -1994466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Entering Unmasked Estep 
Score: -1595595.000000 Penalty: 1527.360474
	Iteration 0F: 2 clusters Score -1595595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1587096.875000 Penalty: 3054.720947
	Iteration 0F: 3 clusters Score -1587097 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1589839.000000 Penalty: 3054.720947
	Iteration 1F: 3 clusters Score -1589839 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1590055.750000 Penalty: 3054.720947
	Iteration 2Q: 3 clusters Score -1590056 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1590233.375000 Penalty: 3054.720947
	Iteration 3Q: 3 clusters Score -1590233 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1590369.500000 Penalty: 3054.720947
	Iteration 4Q: 3 clusters Score -1590370 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1590476.625000 Penalty: 3054.720947
	Iteration 5Q: 3 clusters Score -1590477 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1590567.375000 Penalty: 3054.720947
	Iteration 6Q: 3 clusters Score -1590567 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1590662.375000 Penalty: 3054.720947
	Iteration 7Q: 3 clusters Score -1590662 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1590739.500000 Penalty: 3054.720947
	Iteration 8Q: 3 clusters Score -1590740 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1590816.625000 Penalty: 3054.720947
	Iteration 9Q: 3 clusters Score -1590817 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1590903.250000 Penalty: 3054.720947
	Iteration 10Q: 3 clusters Score -1590903 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1591000.875000 Penalty: 3054.720947
	Iteration 11Q: 3 clusters Score -1591001 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1591152.500000 Penalty: 3054.720947
	Iteration 12Q: 3 clusters Score -1591152 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1591342.875000 Penalty: 3054.720947
	Iteration 13Q: 3 clusters Score -1591343 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1591546.750000 Penalty: 3054.720947
	Iteration 14Q: 3 clusters Score -1591547 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1591806.625000 Penalty: 3054.720947
	Iteration 15Q: 3 clusters Score -1591807 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1592159.500000 Penalty: 3054.720947
	Iteration 16Q: 3 clusters Score -1592160 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1592573.750000 Penalty: 3054.720947
	Iteration 17Q: 3 clusters Score -1592574 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1592962.250000 Penalty: 3054.720947
	Iteration 18Q: 3 clusters Score -1592962 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1593313.375000 Penalty: 3054.720947
	Iteration 19Q: 3 clusters Score -1593313 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1593646.875000 Penalty: 3054.720947
	Iteration 20F: 3 clusters Score -1593647 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1593870.875000 Penalty: 3054.720947
	Iteration 21Q: 3 clusters Score -1593871 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1594012.375000 Penalty: 3054.720947
	Iteration 22Q: 3 clusters Score -1594012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1594112.125000 Penalty: 3054.720947
	Iteration 23Q: 3 clusters Score -1594112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1594166.875000 Penalty: 3054.720947
	Iteration 24Q: 3 clusters Score -1594167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1594207.250000 Penalty: 3054.720947
	Iteration 25Q: 3 clusters Score -1594207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1594231.750000 Penalty: 3054.720947
	Iteration 26Q: 3 clusters Score -1594232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1594248.750000 Penalty: 3054.720947
	Iteration 27Q: 3 clusters Score -1594249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1594270.625000 Penalty: 3054.720947
	Iteration 28Q: 3 clusters Score -1594271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1594279.625000 Penalty: 3054.720947
	Iteration 29Q: 3 clusters Score -1594280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1594281.375000 Penalty: 3054.720947
	Iteration 30Q: 3 clusters Score -1594281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1594283.125000 Penalty: 3054.720947
	Iteration 31Q: 3 clusters Score -1594283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1594283.250000 Penalty: 3054.720947
	Iteration 32F: 3 clusters Score -1594283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1594284.125000 Penalty: 3054.720947
	Iteration 33Q: 3 clusters Score -1594284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1594284.125000 Penalty: 3054.720947
	Iteration 34F: 3 clusters Score -1594284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Entering Unmasked Estep 
Score: -7155684.500000 Penalty: 1771.775879
	Iteration 0F: 2 clusters Score -7155684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -7119217.500000 Penalty: 3543.551758
	Iteration 0F: 3 clusters Score -7119218 nChanged 25696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -7133855.500000 Penalty: 3543.551758
	Iteration 1F: 3 clusters Score -7133856 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -7134259.500000 Penalty: 3543.551758
	Iteration 2Q: 3 clusters Score -7134260 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -7134693.000000 Penalty: 3543.551758
	Iteration 3Q: 3 clusters Score -7134693 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -7135077.500000 Penalty: 3543.551758
	Iteration 4Q: 3 clusters Score -7135078 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -7135563.500000 Penalty: 3543.551758
	Iteration 5Q: 3 clusters Score -7135564 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -7136129.000000 Penalty: 3543.551758
	Iteration 6Q: 3 clusters Score -7136129 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -7136972.000000 Penalty: 3543.551758
	Iteration 7Q: 3 clusters Score -7136972 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -7138240.500000 Penalty: 3543.551758
	Iteration 8Q: 3 clusters Score -7138240 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -7140132.000000 Penalty: 3543.551758
	Iteration 9F: 3 clusters Score -7140132 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -7142623.000000 Penalty: 3543.551758
	Iteration 10F: 3 clusters Score -7142623 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -7145130.000000 Penalty: 3543.551758
	Iteration 11F: 3 clusters Score -7145130 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -7147181.000000 Penalty: 3543.551758
	Iteration 12Q: 3 clusters Score -7147181 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -7148667.000000 Penalty: 3543.551758
	Iteration 13Q: 3 clusters Score -7148667 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7149818.000000 Penalty: 3543.551758
	Iteration 14Q: 3 clusters Score -7149818 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7150855.500000 Penalty: 3543.551758
	Iteration 15Q: 3 clusters Score -7150856 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -7151657.000000 Penalty: 3543.551758
	Iteration 16Q: 3 clusters Score -7151657 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7152290.000000 Penalty: 3543.551758
	Iteration 17Q: 3 clusters Score -7152290 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7152772.000000 Penalty: 3543.551758
	Iteration 18Q: 3 clusters Score -7152772 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7153181.000000 Penalty: 3543.551758
	Iteration 19Q: 3 clusters Score -7153181 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7153509.500000 Penalty: 3543.551758
	Iteration 20F: 3 clusters Score -7153510 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7153711.500000 Penalty: 3543.551758
	Iteration 21Q: 3 clusters Score -7153712 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7153866.000000 Penalty: 3543.551758
	Iteration 22Q: 3 clusters Score -7153866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7153940.000000 Penalty: 3543.551758
	Iteration 23Q: 3 clusters Score -7153940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7153993.500000 Penalty: 3543.551758
	Iteration 24Q: 3 clusters Score -7153994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7154040.500000 Penalty: 3543.551758
	Iteration 25Q: 3 clusters Score -7154040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7154049.500000 Penalty: 3543.551758
	Iteration 26Q: 3 clusters Score -7154050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7154081.000000 Penalty: 3543.551758
	Iteration 27Q: 3 clusters Score -7154081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7154083.000000 Penalty: 3543.551758
	Iteration 28Q: 3 clusters Score -7154083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7154094.500000 Penalty: 3543.551758
	Iteration 29Q: 3 clusters Score -7154094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7154096.500000 Penalty: 3543.551758
	Iteration 30Q: 3 clusters Score -7154096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7154103.000000 Penalty: 3543.551758
	Iteration 31Q: 3 clusters Score -7154103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7154109.500000 Penalty: 3543.551758
	Iteration 32Q: 3 clusters Score -7154110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7154112.000000 Penalty: 3543.551758
	Iteration 33Q: 3 clusters Score -7154112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7154112.000000 Penalty: 3543.551758
	Iteration 34F: 3 clusters Score -7154112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Entering Unmasked Estep 
Score: -3722404.750000 Penalty: 1665.414917
	Iteration 0F: 2 clusters Score -3722405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3703423.000000 Penalty: 3330.829834
	Iteration 0F: 3 clusters Score -3703423 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3710714.000000 Penalty: 3330.829834
	Iteration 1F: 3 clusters Score -3710714 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3711359.500000 Penalty: 3330.829834
	Iteration 2F: 3 clusters Score -3711360 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3712201.500000 Penalty: 3330.829834
	Iteration 3F: 3 clusters Score -3712202 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3713455.750000 Penalty: 3330.829834
	Iteration 4F: 3 clusters Score -3713456 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3715103.000000 Penalty: 3330.829834
	Iteration 5F: 3 clusters Score -3715103 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3717152.000000 Penalty: 3330.829834
	Iteration 6F: 3 clusters Score -3717152 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3718941.250000 Penalty: 3330.829834
	Iteration 7F: 3 clusters Score -3718941 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3720018.250000 Penalty: 3330.829834
	Iteration 8Q: 3 clusters Score -3720018 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3720533.750000 Penalty: 3330.829834
	Iteration 9Q: 3 clusters Score -3720534 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3720751.250000 Penalty: 3330.829834
	Iteration 10Q: 3 clusters Score -3720751 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3720835.250000 Penalty: 3330.829834
	Iteration 11Q: 3 clusters Score -3720835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3720878.250000 Penalty: 3330.829834
	Iteration 12Q: 3 clusters Score -3720878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3720916.750000 Penalty: 3330.829834
	Iteration 13Q: 3 clusters Score -3720917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3720924.250000 Penalty: 3330.829834
	Iteration 14Q: 3 clusters Score -3720924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3720933.750000 Penalty: 3330.829834
	Iteration 15Q: 3 clusters Score -3720934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3720948.750000 Penalty: 3330.829834
	Iteration 16Q: 3 clusters Score -3720949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3720964.500000 Penalty: 3330.829834
	Iteration 17Q: 3 clusters Score -3720964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3720963.000000 Penalty: 3330.829834
	Iteration 18Q: 3 clusters Score -3720963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3720963.000000 Penalty: 3330.829834
	Iteration 19F: 3 clusters Score -3720963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -126793.890625 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -126793.9 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 533 members 
Entering Unmasked Estep 
Score: -125282.570312 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -125282.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125540.687500 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -125540.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125643.546875 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -125643.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125690.343750 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -125690.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125722.312500 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -125722.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125734.671875 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -125734.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125744.742188 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -125744.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125754.757812 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -125754.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125764.664062 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -125764.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125769.273438 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -125769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125776.304688 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -125776.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125781.820312 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -125781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -125787.601562 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -125787.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125796.273438 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -125796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125800.875000 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -125800.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125807.656250 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -125807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -125809.023438 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -125809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125809.648438 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -125809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125810.742188 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -125810.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -125811.492188 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -125811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125812.867188 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -125812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125813.546875 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -125813.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125813.546875 Penalty: 2268.826904
	Iteration 22F: 3 clusters Score -125813.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -271318.281250 Penalty: 1252.031982
	Iteration 0F: 2 clusters Score -271318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -269075.343750 Penalty: 2504.063965
	Iteration 0F: 3 clusters Score -269075.3 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -269547.875000 Penalty: 2504.063965
	Iteration 1F: 3 clusters Score -269547.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -269652.375000 Penalty: 2504.063965
	Iteration 2F: 3 clusters Score -269652.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -269711.718750 Penalty: 2504.063965
	Iteration 3Q: 3 clusters Score -269711.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -269738.125000 Penalty: 2504.063965
	Iteration 4Q: 3 clusters Score -269738.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269754.125000 Penalty: 2504.063965
	Iteration 5Q: 3 clusters Score -269754.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -269777.562500 Penalty: 2504.063965
	Iteration 6Q: 3 clusters Score -269777.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -269795.562500 Penalty: 2504.063965
	Iteration 7Q: 3 clusters Score -269795.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -269808.812500 Penalty: 2504.063965
	Iteration 8Q: 3 clusters Score -269808.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -269823.218750 Penalty: 2504.063965
	Iteration 9Q: 3 clusters Score -269823.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -269834.812500 Penalty: 2504.063965
	Iteration 10Q: 3 clusters Score -269834.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -269846.812500 Penalty: 2504.063965
	Iteration 11Q: 3 clusters Score -269846.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -269853.718750 Penalty: 2504.063965
	Iteration 12Q: 3 clusters Score -269853.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -269859.937500 Penalty: 2504.063965
	Iteration 13Q: 3 clusters Score -269859.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -269866.875000 Penalty: 2504.063965
	Iteration 14Q: 3 clusters Score -269866.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -269871.656250 Penalty: 2504.063965
	Iteration 15Q: 3 clusters Score -269871.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -269877.843750 Penalty: 2504.063965
	Iteration 16Q: 3 clusters Score -269877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -269883.843750 Penalty: 2504.063965
	Iteration 17Q: 3 clusters Score -269883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -269887.843750 Penalty: 2504.063965
	Iteration 18Q: 3 clusters Score -269887.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -269891.812500 Penalty: 2504.063965
	Iteration 19Q: 3 clusters Score -269891.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -269896.156250 Penalty: 2504.063965
	Iteration 20F: 3 clusters Score -269896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -269900.843750 Penalty: 2504.063965
	Iteration 21Q: 3 clusters Score -269900.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269908.656250 Penalty: 2504.063965
	Iteration 22Q: 3 clusters Score -269908.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -269917.718750 Penalty: 2504.063965
	Iteration 23Q: 3 clusters Score -269917.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -269926.562500 Penalty: 2504.063965
	Iteration 24Q: 3 clusters Score -269926.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -269935.937500 Penalty: 2504.063965
	Iteration 25Q: 3 clusters Score -269935.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -269945.062500 Penalty: 2504.063965
	Iteration 26Q: 3 clusters Score -269945.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -269954.187500 Penalty: 2504.063965
	Iteration 27Q: 3 clusters Score -269954.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -269961.156250 Penalty: 2504.063965
	Iteration 28Q: 3 clusters Score -269961.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -269966.718750 Penalty: 2504.063965
	Iteration 29Q: 3 clusters Score -269966.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -269972.000000 Penalty: 2504.063965
	Iteration 30Q: 3 clusters Score -269972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -269974.531250 Penalty: 2504.063965
	Iteration 31Q: 3 clusters Score -269974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -269977.031250 Penalty: 2504.063965
	Iteration 32Q: 3 clusters Score -269977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -269979.531250 Penalty: 2504.063965
	Iteration 33Q: 3 clusters Score -269979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -269981.812500 Penalty: 2504.063965
	Iteration 34Q: 3 clusters Score -269981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -269983.468750 Penalty: 2504.063965
	Iteration 35Q: 3 clusters Score -269983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -269983.937500 Penalty: 2504.063965
	Iteration 36Q: 3 clusters Score -269983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -269985.437500 Penalty: 2504.063965
	Iteration 37Q: 3 clusters Score -269985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -269986.375000 Penalty: 2504.063965
	Iteration 38Q: 3 clusters Score -269986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -269988.625000 Penalty: 2504.063965
	Iteration 39Q: 3 clusters Score -269988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -269993.750000 Penalty: 2504.063965
	Iteration 40F: 3 clusters Score -269993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -269998.562500 Penalty: 2504.063965
	Iteration 41Q: 3 clusters Score -269998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -270003.281250 Penalty: 2504.063965
	Iteration 42Q: 3 clusters Score -270003.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -270010.593750 Penalty: 2504.063965
	Iteration 43Q: 3 clusters Score -270010.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -270022.625000 Penalty: 2504.063965
	Iteration 44Q: 3 clusters Score -270022.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -270032.156250 Penalty: 2504.063965
	Iteration 45Q: 3 clusters Score -270032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -270038.843750 Penalty: 2504.063965
	Iteration 46Q: 3 clusters Score -270038.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -270043.781250 Penalty: 2504.063965
	Iteration 47Q: 3 clusters Score -270043.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -270048.625000 Penalty: 2504.063965
	Iteration 48Q: 3 clusters Score -270048.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -270052.781250 Penalty: 2504.063965
	Iteration 49Q: 3 clusters Score -270052.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -270056.750000 Penalty: 2504.063965
	Iteration 50Q: 3 clusters Score -270056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -270061.812500 Penalty: 2504.063965
	Iteration 51Q: 3 clusters Score -270061.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -270071.375000 Penalty: 2504.063965
	Iteration 52Q: 3 clusters Score -270071.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -270084.062500 Penalty: 2504.063965
	Iteration 53Q: 3 clusters Score -270084.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -270100.125000 Penalty: 2504.063965
	Iteration 54Q: 3 clusters Score -270100.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -270118.656250 Penalty: 2504.063965
	Iteration 55Q: 3 clusters Score -270118.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -270135.437500 Penalty: 2504.063965
	Iteration 56Q: 3 clusters Score -270135.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -270143.500000 Penalty: 2504.063965
	Iteration 57Q: 3 clusters Score -270143.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -270151.937500 Penalty: 2504.063965
	Iteration 58Q: 3 clusters Score -270151.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -270160.156250 Penalty: 2504.063965
	Iteration 59Q: 3 clusters Score -270160.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -270167.406250 Penalty: 2504.063965
	Iteration 60F: 3 clusters Score -270167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -270174.781250 Penalty: 2504.063965
	Iteration 61Q: 3 clusters Score -270174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -270179.906250 Penalty: 2504.063965
	Iteration 62Q: 3 clusters Score -270179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -270184.781250 Penalty: 2504.063965
	Iteration 63Q: 3 clusters Score -270184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -270187.812500 Penalty: 2504.063965
	Iteration 64Q: 3 clusters Score -270187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -270191.406250 Penalty: 2504.063965
	Iteration 65Q: 3 clusters Score -270191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -270194.250000 Penalty: 2504.063965
	Iteration 66Q: 3 clusters Score -270194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -270194.906250 Penalty: 2504.063965
	Iteration 67Q: 3 clusters Score -270194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -270196.531250 Penalty: 2504.063965
	Iteration 68Q: 3 clusters Score -270196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -270197.562500 Penalty: 2504.063965
	Iteration 69Q: 3 clusters Score -270197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -270198.468750 Penalty: 2504.063965
	Iteration 70Q: 3 clusters Score -270198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -270199.000000 Penalty: 2504.063965
	Iteration 71Q: 3 clusters Score -270199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -270199.906250 Penalty: 2504.063965
	Iteration 72Q: 3 clusters Score -270199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -270200.250000 Penalty: 2504.063965
	Iteration 73Q: 3 clusters Score -270200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -270201.437500 Penalty: 2504.063965
	Iteration 74Q: 3 clusters Score -270201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -270203.437500 Penalty: 2504.063965
	Iteration 75Q: 3 clusters Score -270203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -270203.843750 Penalty: 2504.063965
	Iteration 76Q: 3 clusters Score -270203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -270204.937500 Penalty: 2504.063965
	Iteration 77Q: 3 clusters Score -270204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -270207.562500 Penalty: 2504.063965
	Iteration 78Q: 3 clusters Score -270207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -270213.375000 Penalty: 2504.063965
	Iteration 79Q: 3 clusters Score -270213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -270216.593750 Penalty: 2504.063965
	Iteration 80F: 3 clusters Score -270216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -270219.468750 Penalty: 2504.063965
	Iteration 81Q: 3 clusters Score -270219.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -270223.812500 Penalty: 2504.063965
	Iteration 82Q: 3 clusters Score -270223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -270228.968750 Penalty: 2504.063965
	Iteration 83Q: 3 clusters Score -270229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -270233.937500 Penalty: 2504.063965
	Iteration 84Q: 3 clusters Score -270233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -270238.750000 Penalty: 2504.063965
	Iteration 85Q: 3 clusters Score -270238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -270245.250000 Penalty: 2504.063965
	Iteration 86Q: 3 clusters Score -270245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -270252.250000 Penalty: 2504.063965
	Iteration 87Q: 3 clusters Score -270252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -270255.687500 Penalty: 2504.063965
	Iteration 88Q: 3 clusters Score -270255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -270257.218750 Penalty: 2504.063965
	Iteration 89Q: 3 clusters Score -270257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -270257.437500 Penalty: 2504.063965
	Iteration 90Q: 3 clusters Score -270257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -270258.937500 Penalty: 2504.063965
	Iteration 91Q: 3 clusters Score -270258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -270259.218750 Penalty: 2504.063965
	Iteration 92Q: 3 clusters Score -270259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -270259.218750 Penalty: 2504.063965
	Iteration 93F: 3 clusters Score -270259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -41568.921875 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -41568.92 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 199 members 
Entering Unmasked Estep 
Score: -40785.816406 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -40785.82 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41169.312500 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -41169.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -41313.714844 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -41313.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -41372.960938 Penalty: 1945.596924
	Iteration 3F: 3 clusters Score -41372.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -41417.667969 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -41417.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -41464.996094 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -41465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -41472.750000 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -41472.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -41476.164062 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -41476.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -41476.164062 Penalty: 1945.596924
	Iteration 8F: 3 clusters Score -41476.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Entering Unmasked Estep 
Score: -4272542.000000 Penalty: 1688.256836
	Iteration 0F: 2 clusters Score -4272542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4250746.500000 Penalty: 3376.513672
	Iteration 0F: 3 clusters Score -4250746 nChanged 14958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4259430.000000 Penalty: 3376.513672
	Iteration 1F: 3 clusters Score -4259430 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4260025.000000 Penalty: 3376.513672
	Iteration 2Q: 3 clusters Score -4260025 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4260637.500000 Penalty: 3376.513672
	Iteration 3Q: 3 clusters Score -4260638 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -4261450.000000 Penalty: 3376.513672
	Iteration 4F: 3 clusters Score -4261450 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4262434.500000 Penalty: 3376.513672
	Iteration 5F: 3 clusters Score -4262434 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4263637.500000 Penalty: 3376.513672
	Iteration 6F: 3 clusters Score -4263638 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4265054.000000 Penalty: 3376.513672
	Iteration 7F: 3 clusters Score -4265054 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -4266658.500000 Penalty: 3376.513672
	Iteration 8F: 3 clusters Score -4266658 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4268249.500000 Penalty: 3376.513672
	Iteration 9F: 3 clusters Score -4268250 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4269509.500000 Penalty: 3376.513672
	Iteration 10Q: 3 clusters Score -4269510 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4270282.000000 Penalty: 3376.513672
	Iteration 11Q: 3 clusters Score -4270282 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4270689.500000 Penalty: 3376.513672
	Iteration 12Q: 3 clusters Score -4270690 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4270891.000000 Penalty: 3376.513672
	Iteration 13Q: 3 clusters Score -4270891 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4270977.500000 Penalty: 3376.513672
	Iteration 14Q: 3 clusters Score -4270978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4271034.500000 Penalty: 3376.513672
	Iteration 15Q: 3 clusters Score -4271034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4271057.000000 Penalty: 3376.513672
	Iteration 16Q: 3 clusters Score -4271057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4271084.500000 Penalty: 3376.513672
	Iteration 17Q: 3 clusters Score -4271084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4271096.000000 Penalty: 3376.513672
	Iteration 18Q: 3 clusters Score -4271096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4271108.500000 Penalty: 3376.513672
	Iteration 19Q: 3 clusters Score -4271108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4271113.000000 Penalty: 3376.513672
	Iteration 20F: 3 clusters Score -4271113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4271119.500000 Penalty: 3376.513672
	Iteration 21Q: 3 clusters Score -4271120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4271123.500000 Penalty: 3376.513672
	Iteration 22Q: 3 clusters Score -4271124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4271126.500000 Penalty: 3376.513672
	Iteration 23Q: 3 clusters Score -4271126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4271131.500000 Penalty: 3376.513672
	Iteration 24Q: 3 clusters Score -4271132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4271132.500000 Penalty: 3376.513672
	Iteration 25Q: 3 clusters Score -4271132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4271131.000000 Penalty: 3376.513672
	Iteration 26Q: 3 clusters Score -4271131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4271138.500000 Penalty: 3376.513672
	Iteration 27Q: 3 clusters Score -4271138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4271142.000000 Penalty: 3376.513672
	Iteration 28Q: 3 clusters Score -4271142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4271140.000000 Penalty: 3376.513672
	Iteration 29Q: 3 clusters Score -4271140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4271142.000000 Penalty: 3376.513672
	Iteration 30Q: 3 clusters Score -4271142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4271142.000000 Penalty: 3376.513672
	Iteration 31F: 3 clusters Score -4271142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Entering Unmasked Estep 
Score: -410437.218750 Penalty: 1311.471558
	Iteration 0F: 2 clusters Score -410437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -407562.312500 Penalty: 2622.943115
	Iteration 0F: 3 clusters Score -407562.3 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -408300.906250 Penalty: 2622.943115
	Iteration 1F: 3 clusters Score -408300.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -408459.875000 Penalty: 2622.943115
	Iteration 2F: 3 clusters Score -408459.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -408574.593750 Penalty: 2622.943115
	Iteration 3F: 3 clusters Score -408574.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -408668.437500 Penalty: 2622.943115
	Iteration 4Q: 3 clusters Score -408668.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -408728.937500 Penalty: 2622.943115
	Iteration 5Q: 3 clusters Score -408728.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -408772.093750 Penalty: 2622.943115
	Iteration 6Q: 3 clusters Score -408772.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -408802.937500 Penalty: 2622.943115
	Iteration 7Q: 3 clusters Score -408802.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -408825.593750 Penalty: 2622.943115
	Iteration 8Q: 3 clusters Score -408825.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -408847.375000 Penalty: 2622.943115
	Iteration 9Q: 3 clusters Score -408847.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -408864.093750 Penalty: 2622.943115
	Iteration 10Q: 3 clusters Score -408864.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -408883.125000 Penalty: 2622.943115
	Iteration 11Q: 3 clusters Score -408883.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -408900.218750 Penalty: 2622.943115
	Iteration 12Q: 3 clusters Score -408900.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -408915.031250 Penalty: 2622.943115
	Iteration 13Q: 3 clusters Score -408915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -408934.968750 Penalty: 2622.943115
	Iteration 14Q: 3 clusters Score -408935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -408956.187500 Penalty: 2622.943115
	Iteration 15Q: 3 clusters Score -408956.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -408983.031250 Penalty: 2622.943115
	Iteration 16Q: 3 clusters Score -408983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -409010.812500 Penalty: 2622.943115
	Iteration 17Q: 3 clusters Score -409010.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -409039.125000 Penalty: 2622.943115
	Iteration 18Q: 3 clusters Score -409039.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -409071.062500 Penalty: 2622.943115
	Iteration 19Q: 3 clusters Score -409071.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -409100.687500 Penalty: 2622.943115
	Iteration 20F: 3 clusters Score -409100.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -409139.718750 Penalty: 2622.943115
	Iteration 21Q: 3 clusters Score -409139.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -409188.593750 Penalty: 2622.943115
	Iteration 22Q: 3 clusters Score -409188.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -409223.437500 Penalty: 2622.943115
	Iteration 23Q: 3 clusters Score -409223.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -409247.250000 Penalty: 2622.943115
	Iteration 24Q: 3 clusters Score -409247.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -409270.281250 Penalty: 2622.943115
	Iteration 25Q: 3 clusters Score -409270.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -409293.406250 Penalty: 2622.943115
	Iteration 26Q: 3 clusters Score -409293.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -409321.250000 Penalty: 2622.943115
	Iteration 27Q: 3 clusters Score -409321.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -409346.468750 Penalty: 2622.943115
	Iteration 28Q: 3 clusters Score -409346.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -409372.375000 Penalty: 2622.943115
	Iteration 29Q: 3 clusters Score -409372.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -409390.687500 Penalty: 2622.943115
	Iteration 30Q: 3 clusters Score -409390.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -409407.937500 Penalty: 2622.943115
	Iteration 31Q: 3 clusters Score -409407.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -409416.656250 Penalty: 2622.943115
	Iteration 32Q: 3 clusters Score -409416.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -409421.375000 Penalty: 2622.943115
	Iteration 33Q: 3 clusters Score -409421.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -409427.031250 Penalty: 2622.943115
	Iteration 34Q: 3 clusters Score -409427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -409430.781250 Penalty: 2622.943115
	Iteration 35Q: 3 clusters Score -409430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -409434.937500 Penalty: 2622.943115
	Iteration 36Q: 3 clusters Score -409434.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -409440.875000 Penalty: 2622.943115
	Iteration 37Q: 3 clusters Score -409440.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -409447.875000 Penalty: 2622.943115
	Iteration 38Q: 3 clusters Score -409447.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -409458.687500 Penalty: 2622.943115
	Iteration 39Q: 3 clusters Score -409458.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -409467.281250 Penalty: 2622.943115
	Iteration 40F: 3 clusters Score -409467.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -409473.125000 Penalty: 2622.943115
	Iteration 41Q: 3 clusters Score -409473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -409476.625000 Penalty: 2622.943115
	Iteration 42Q: 3 clusters Score -409476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -409479.062500 Penalty: 2622.943115
	Iteration 43Q: 3 clusters Score -409479.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -409483.406250 Penalty: 2622.943115
	Iteration 44Q: 3 clusters Score -409483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -409484.781250 Penalty: 2622.943115
	Iteration 45Q: 3 clusters Score -409484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -409485.218750 Penalty: 2622.943115
	Iteration 46Q: 3 clusters Score -409485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -409486.281250 Penalty: 2622.943115
	Iteration 47Q: 3 clusters Score -409486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -409487.781250 Penalty: 2622.943115
	Iteration 48Q: 3 clusters Score -409487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -409490.625000 Penalty: 2622.943115
	Iteration 49Q: 3 clusters Score -409490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -409494.218750 Penalty: 2622.943115
	Iteration 50Q: 3 clusters Score -409494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -409499.625000 Penalty: 2622.943115
	Iteration 51Q: 3 clusters Score -409499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -409500.437500 Penalty: 2622.943115
	Iteration 52Q: 3 clusters Score -409500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -409500.437500 Penalty: 2622.943115
	Iteration 53F: 3 clusters Score -409500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15721 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 45004 members 
Mstep: Class 5 contains 108805 members 
Mstep: Class 6 contains 5119 members 
Mstep: Class 7 contains 64159 members 
Mstep: Class 8 contains 12154 members 
Mstep: Class 9 contains 15964 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 54352 members 
Mstep: Class 12 contains 28246 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32509 members 
Mstep: Class 20 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53930288.000000 Penalty: 37865.906250
Iteration 79Q: 19 clusters Score -5.393029e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15739 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 45770 members 
Mstep: Class 5 contains 107991 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 64123 members 
Mstep: Class 8 contains 12146 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 12085 members 
Mstep: Class 11 contains 54345 members 
Mstep: Class 12 contains 28251 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 15 contains 15077 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32505 members 
Mstep: Class 20 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931080.000000 Penalty: 37865.906250
Iteration 80F: 19 clusters Score -5.393108e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15675 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 46527 members 
Mstep: Class 5 contains 107133 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 63977 members 
Mstep: Class 8 contains 12146 members 
Mstep: Class 9 contains 15963 members 
Mstep: Class 10 contains 12056 members 
Mstep: Class 11 contains 54245 members 
Mstep: Class 12 contains 28163 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 2215 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32281 members 
Mstep: Class 20 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931468.000000 Penalty: 37865.906250
Iteration 81Q: 19 clusters Score -5.393147e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15640 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 47235 members 
Mstep: Class 5 contains 106324 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 63897 members 
Mstep: Class 8 contains 12147 members 
Mstep: Class 9 contains 15936 members 
Mstep: Class 10 contains 12034 members 
Mstep: Class 11 contains 54196 members 
Mstep: Class 12 contains 28080 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2218 members 
Mstep: Class 15 contains 16021 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32126 members 
Mstep: Class 20 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931684.000000 Penalty: 37865.906250
Iteration 82Q: 19 clusters Score -5.393168e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15615 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 48036 members 
Mstep: Class 5 contains 105430 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 63858 members 
Mstep: Class 8 contains 12150 members 
Mstep: Class 9 contains 15905 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 54173 members 
Mstep: Class 12 contains 28018 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 16246 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 32012 members 
Mstep: Class 20 contains 3236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931668.000000 Penalty: 37865.906250
Iteration 83Q: 19 clusters Score -5.393167e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15602 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 48845 members 
Mstep: Class 5 contains 104504 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 63818 members 
Mstep: Class 8 contains 12150 members 
Mstep: Class 9 contains 15892 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 54167 members 
Mstep: Class 12 contains 27975 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 16391 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 31950 members 
Mstep: Class 20 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931584.000000 Penalty: 37865.906250
Iteration 84Q: 19 clusters Score -5.393158e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15590 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 49785 members 
Mstep: Class 5 contains 103482 members 
Mstep: Class 6 contains 6056 members 
Mstep: Class 7 contains 63786 members 
Mstep: Class 8 contains 12150 members 
Mstep: Class 9 contains 15877 members 
Mstep: Class 10 contains 12018 members 
Mstep: Class 11 contains 54158 members 
Mstep: Class 12 contains 27945 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2225 members 
Mstep: Class 15 contains 16496 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 31901 members 
Mstep: Class 20 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931252.000000 Penalty: 37865.906250
Iteration 85Q: 19 clusters Score -5.393125e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15575 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 50682 members 
Mstep: Class 5 contains 102485 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 63764 members 
Mstep: Class 8 contains 12152 members 
Mstep: Class 9 contains 15849 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 54156 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 15 contains 16578 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 31859 members 
Mstep: Class 20 contains 3269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931060.000000 Penalty: 37865.906250
Iteration 86Q: 19 clusters Score -5.393106e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15565 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 51739 members 
Mstep: Class 5 contains 101367 members 
Mstep: Class 6 contains 6256 members 
Mstep: Class 7 contains 63752 members 
Mstep: Class 8 contains 12155 members 
Mstep: Class 9 contains 15814 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 54145 members 
Mstep: Class 12 contains 27918 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 2235 members 
Mstep: Class 15 contains 16630 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 31838 members 
Mstep: Class 20 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53930624.000000 Penalty: 37865.906250
Iteration 87Q: 19 clusters Score -5.393062e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15571 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 52978 members 
Mstep: Class 5 contains 100050 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 63737 members 
Mstep: Class 8 contains 12155 members 
Mstep: Class 9 contains 15787 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 54149 members 
Mstep: Class 12 contains 27908 members 
Mstep: Class 13 contains 1080 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 16665 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 31815 members 
Mstep: Class 20 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53930732.000000 Penalty: 37865.906250
Iteration 88Q: 19 clusters Score -5.393073e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15576 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 54322 members 
Mstep: Class 5 contains 98661 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 63726 members 
Mstep: Class 8 contains 12157 members 
Mstep: Class 9 contains 15757 members 
Mstep: Class 10 contains 12023 members 
Mstep: Class 11 contains 54152 members 
Mstep: Class 12 contains 27884 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 15 contains 16694 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 31807 members 
Mstep: Class 20 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53930784.000000 Penalty: 37865.906250
Iteration 89Q: 19 clusters Score -5.393078e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15577 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 55875 members 
Mstep: Class 5 contains 97103 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 63714 members 
Mstep: Class 8 contains 12159 members 
Mstep: Class 9 contains 15705 members 
Mstep: Class 10 contains 12025 members 
Mstep: Class 11 contains 54146 members 
Mstep: Class 12 contains 27874 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 15 contains 16726 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 31796 members 
Mstep: Class 20 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53930852.000000 Penalty: 37865.906250
Iteration 90Q: 19 clusters Score -5.393085e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15578 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 57649 members 
Mstep: Class 5 contains 95350 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 7 contains 63705 members 
Mstep: Class 8 contains 12166 members 
Mstep: Class 9 contains 15632 members 
Mstep: Class 10 contains 12026 members 
Mstep: Class 11 contains 54148 members 
Mstep: Class 12 contains 27873 members 
Mstep: Class 13 contains 1080 members 
Mstep: Class 14 contains 2242 members 
Mstep: Class 15 contains 16748 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 19 contains 31785 members 
Mstep: Class 20 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53930856.000000 Penalty: 37865.906250
Iteration 91Q: 19 clusters Score -5.393086e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15575 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 59391 members 
Mstep: Class 5 contains 93657 members 
Mstep: Class 6 contains 6476 members 
Mstep: Class 7 contains 63703 members 
Mstep: Class 8 contains 12171 members 
Mstep: Class 9 contains 15556 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 54156 members 
Mstep: Class 12 contains 27869 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 16765 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31773 members 
Mstep: Class 20 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931164.000000 Penalty: 37865.906250
Iteration 92Q: 19 clusters Score -5.393116e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15573 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 61018 members 
Mstep: Class 5 contains 92092 members 
Mstep: Class 6 contains 6468 members 
Mstep: Class 7 contains 63704 members 
Mstep: Class 8 contains 12175 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 12029 members 
Mstep: Class 11 contains 54167 members 
Mstep: Class 12 contains 27853 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 16781 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31769 members 
Mstep: Class 20 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931376.000000 Penalty: 37865.906250
Iteration 93Q: 19 clusters Score -5.393138e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15573 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 62515 members 
Mstep: Class 5 contains 90634 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 63698 members 
Mstep: Class 8 contains 12173 members 
Mstep: Class 9 contains 15438 members 
Mstep: Class 10 contains 12035 members 
Mstep: Class 11 contains 54175 members 
Mstep: Class 12 contains 27845 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 16798 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31761 members 
Mstep: Class 20 contains 3369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931680.000000 Penalty: 37865.906250
Iteration 94Q: 19 clusters Score -5.393168e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15571 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 63905 members 
Mstep: Class 5 contains 89309 members 
Mstep: Class 6 contains 6423 members 
Mstep: Class 7 contains 63697 members 
Mstep: Class 8 contains 12173 members 
Mstep: Class 9 contains 15390 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 54185 members 
Mstep: Class 12 contains 27832 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 16801 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31752 members 
Mstep: Class 20 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931760.000000 Penalty: 37865.906250
Iteration 95Q: 19 clusters Score -5.393176e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15572 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 65301 members 
Mstep: Class 5 contains 87968 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 63699 members 
Mstep: Class 8 contains 12174 members 
Mstep: Class 9 contains 15349 members 
Mstep: Class 10 contains 12045 members 
Mstep: Class 11 contains 54196 members 
Mstep: Class 12 contains 27821 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 16810 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31744 members 
Mstep: Class 20 contains 3398 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 19 clusters Score -5.393178e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15569 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 66529 members 
Mstep: Class 5 contains 86785 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 63703 members 
Mstep: Class 8 contains 12174 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 12048 members 
Mstep: Class 11 contains 54204 members 
Mstep: Class 12 contains 27819 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 16819 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31734 members 
Mstep: Class 20 contains 3406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931860.000000 Penalty: 37865.906250
Iteration 97Q: 19 clusters Score -5.393186e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15572 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 67635 members 
Mstep: Class 5 contains 85723 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 63706 members 
Mstep: Class 8 contains 12177 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 12050 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 27817 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 16826 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31730 members 
Mstep: Class 20 contains 3410 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -5.393199e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15575 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 68624 members 
Mstep: Class 5 contains 84806 members 
Mstep: Class 6 contains 6289 members 
Mstep: Class 7 contains 63711 members 
Mstep: Class 8 contains 12178 members 
Mstep: Class 9 contains 15245 members 
Mstep: Class 10 contains 12051 members 
Mstep: Class 11 contains 54223 members 
Mstep: Class 12 contains 27807 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 16831 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31731 members 
Mstep: Class 20 contains 3404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931920.000000 Penalty: 37865.906250
Iteration 99Q: 19 clusters Score -5.393192e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15576 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 69441 members 
Mstep: Class 5 contains 84037 members 
Mstep: Class 6 contains 6257 members 
Mstep: Class 7 contains 63714 members 
Mstep: Class 8 contains 12178 members 
Mstep: Class 9 contains 15231 members 
Mstep: Class 10 contains 12054 members 
Mstep: Class 11 contains 54229 members 
Mstep: Class 12 contains 27791 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 16839 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31726 members 
Mstep: Class 20 contains 3403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932172.000000 Penalty: 37865.906250
Iteration 100F: 19 clusters Score -5.393217e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15579 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 70154 members 
Mstep: Class 5 contains 83363 members 
Mstep: Class 6 contains 6229 members 
Mstep: Class 7 contains 63718 members 
Mstep: Class 8 contains 12178 members 
Mstep: Class 9 contains 15224 members 
Mstep: Class 10 contains 12055 members 
Mstep: Class 11 contains 54227 members 
Mstep: Class 12 contains 27782 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 16842 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31723 members 
Mstep: Class 20 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932348.000000 Penalty: 37865.906250
Iteration 101Q: 19 clusters Score -5.393235e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15580 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 70757 members 
Mstep: Class 5 contains 82804 members 
Mstep: Class 6 contains 6191 members 
Mstep: Class 7 contains 63718 members 
Mstep: Class 8 contains 12179 members 
Mstep: Class 9 contains 15203 members 
Mstep: Class 10 contains 12052 members 
Mstep: Class 11 contains 54228 members 
Mstep: Class 12 contains 27773 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 16849 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31722 members 
Mstep: Class 20 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932404.000000 Penalty: 37865.906250
Iteration 102Q: 19 clusters Score -5.39324e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15582 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 71162 members 
Mstep: Class 5 contains 82421 members 
Mstep: Class 6 contains 6160 members 
Mstep: Class 7 contains 63721 members 
Mstep: Class 8 contains 12178 members 
Mstep: Class 9 contains 15194 members 
Mstep: Class 10 contains 12053 members 
Mstep: Class 11 contains 54233 members 
Mstep: Class 12 contains 27775 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 16855 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31718 members 
Mstep: Class 20 contains 3417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932372.000000 Penalty: 37865.906250
Iteration 103Q: 19 clusters Score -5.393237e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15581 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 71440 members 
Mstep: Class 5 contains 82145 members 
Mstep: Class 6 contains 6144 members 
Mstep: Class 7 contains 63725 members 
Mstep: Class 8 contains 12179 members 
Mstep: Class 9 contains 15187 members 
Mstep: Class 10 contains 12053 members 
Mstep: Class 11 contains 54240 members 
Mstep: Class 12 contains 27773 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 16863 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31714 members 
Mstep: Class 20 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932488.000000 Penalty: 37865.906250
Iteration 104Q: 19 clusters Score -5.393249e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15583 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 71564 members 
Mstep: Class 5 contains 82015 members 
Mstep: Class 6 contains 6124 members 
Mstep: Class 7 contains 63730 members 
Mstep: Class 8 contains 12180 members 
Mstep: Class 9 contains 15182 members 
Mstep: Class 10 contains 12052 members 
Mstep: Class 11 contains 54248 members 
Mstep: Class 12 contains 27779 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 16868 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 31709 members 
Mstep: Class 20 contains 3417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932728.000000 Penalty: 37865.906250
Iteration 105Q: 19 clusters Score -5.393273e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15584 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 71642 members 
Mstep: Class 5 contains 81928 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 63735 members 
Mstep: Class 8 contains 12181 members 
Mstep: Class 9 contains 15177 members 
Mstep: Class 10 contains 12053 members 
Mstep: Class 11 contains 54254 members 
Mstep: Class 12 contains 27786 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 16869 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31704 members 
Mstep: Class 20 contains 3419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932908.000000 Penalty: 37865.906250
Iteration 106Q: 19 clusters Score -5.393291e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15585 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 71613 members 
Mstep: Class 5 contains 81940 members 
Mstep: Class 6 contains 6110 members 
Mstep: Class 7 contains 63737 members 
Mstep: Class 8 contains 12182 members 
Mstep: Class 9 contains 15178 members 
Mstep: Class 10 contains 12054 members 
Mstep: Class 11 contains 54258 members 
Mstep: Class 12 contains 27797 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 16870 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31700 members 
Mstep: Class 20 contains 3420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932932.000000 Penalty: 37865.906250
Iteration 107Q: 19 clusters Score -5.393293e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15585 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 71521 members 
Mstep: Class 5 contains 82013 members 
Mstep: Class 6 contains 6107 members 
Mstep: Class 7 contains 63739 members 
Mstep: Class 8 contains 12185 members 
Mstep: Class 9 contains 15187 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 54261 members 
Mstep: Class 12 contains 27803 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 16871 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31696 members 
Mstep: Class 20 contains 3418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933116.000000 Penalty: 37865.906250
Iteration 108Q: 19 clusters Score -5.393312e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15587 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 71292 members 
Mstep: Class 5 contains 82232 members 
Mstep: Class 6 contains 6107 members 
Mstep: Class 7 contains 63742 members 
Mstep: Class 8 contains 12188 members 
Mstep: Class 9 contains 15165 members 
Mstep: Class 10 contains 12058 members 
Mstep: Class 11 contains 54266 members 
Mstep: Class 12 contains 27802 members 
Mstep: Class 13 contains 1071 members 
Mstep: Class 14 contains 2289 members 
Mstep: Class 15 contains 16872 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31694 members 
Mstep: Class 20 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933212.000000 Penalty: 37865.906250
Iteration 109Q: 19 clusters Score -5.393321e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15588 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 70959 members 
Mstep: Class 5 contains 82550 members 
Mstep: Class 6 contains 6116 members 
Mstep: Class 7 contains 63751 members 
Mstep: Class 8 contains 12193 members 
Mstep: Class 9 contains 15148 members 
Mstep: Class 10 contains 12058 members 
Mstep: Class 11 contains 54271 members 
Mstep: Class 12 contains 27796 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 15 contains 16873 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31692 members 
Mstep: Class 20 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933304.000000 Penalty: 37865.906250
Iteration 110Q: 19 clusters Score -5.39333e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15587 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 70593 members 
Mstep: Class 5 contains 82913 members 
Mstep: Class 6 contains 6128 members 
Mstep: Class 7 contains 63753 members 
Mstep: Class 8 contains 12193 members 
Mstep: Class 9 contains 15121 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 54275 members 
Mstep: Class 12 contains 27791 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 15 contains 16875 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31689 members 
Mstep: Class 20 contains 3449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933528.000000 Penalty: 37865.906250
Iteration 111Q: 19 clusters Score -5.393353e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15590 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 70207 members 
Mstep: Class 5 contains 83292 members 
Mstep: Class 6 contains 6149 members 
Mstep: Class 7 contains 63753 members 
Mstep: Class 8 contains 12195 members 
Mstep: Class 9 contains 15085 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 54280 members 
Mstep: Class 12 contains 27782 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 16878 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31681 members 
Mstep: Class 20 contains 3470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933648.000000 Penalty: 37865.906250
Iteration 112Q: 19 clusters Score -5.393365e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15591 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 69791 members 
Mstep: Class 5 contains 83704 members 
Mstep: Class 6 contains 6165 members 
Mstep: Class 7 contains 63752 members 
Mstep: Class 8 contains 12196 members 
Mstep: Class 9 contains 15050 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 54280 members 
Mstep: Class 12 contains 27786 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 16877 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31683 members 
Mstep: Class 20 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 19 clusters Score -5.393377e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15593 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 69377 members 
Mstep: Class 5 contains 84116 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 7 contains 63750 members 
Mstep: Class 8 contains 12199 members 
Mstep: Class 9 contains 15032 members 
Mstep: Class 10 contains 12059 members 
Mstep: Class 11 contains 54283 members 
Mstep: Class 12 contains 27775 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 16876 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31677 members 
Mstep: Class 20 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 19 clusters Score -5.393372e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15593 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 68943 members 
Mstep: Class 5 contains 84547 members 
Mstep: Class 6 contains 6194 members 
Mstep: Class 7 contains 63740 members 
Mstep: Class 8 contains 12197 members 
Mstep: Class 9 contains 15014 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 54283 members 
Mstep: Class 12 contains 27771 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 16879 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31672 members 
Mstep: Class 20 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933904.000000 Penalty: 37865.906250
Iteration 115Q: 19 clusters Score -5.39339e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15593 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 68541 members 
Mstep: Class 5 contains 84937 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 63737 members 
Mstep: Class 8 contains 12195 members 
Mstep: Class 9 contains 14992 members 
Mstep: Class 10 contains 12067 members 
Mstep: Class 11 contains 54279 members 
Mstep: Class 12 contains 27769 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 16881 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31668 members 
Mstep: Class 20 contains 3540 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 19 clusters Score -5.393412e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15593 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 68119 members 
Mstep: Class 5 contains 85356 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 63737 members 
Mstep: Class 8 contains 12196 members 
Mstep: Class 9 contains 14958 members 
Mstep: Class 10 contains 12067 members 
Mstep: Class 11 contains 54279 members 
Mstep: Class 12 contains 27765 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 16883 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31665 members 
Mstep: Class 20 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 19 clusters Score -5.393417e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15594 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 67665 members 
Mstep: Class 5 contains 85803 members 
Mstep: Class 6 contains 6265 members 
Mstep: Class 7 contains 63736 members 
Mstep: Class 8 contains 12196 members 
Mstep: Class 9 contains 14920 members 
Mstep: Class 10 contains 12067 members 
Mstep: Class 11 contains 54280 members 
Mstep: Class 12 contains 27764 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31662 members 
Mstep: Class 20 contains 3567 members 
Entering Unmasked Estep 
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Iteration 118Q: 19 clusters Score -5.393425e+07 nChanged 742
Entering ConstructFrom: 
Score: -53934248.000000 Penalty: 37865.906250
Entering ConstructFrom: 
Trying to split cluster 1 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -287458.906250 Penalty: 1267.659546
	Iteration 0F: 2 clusters Score -287458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -285165.593750 Penalty: 2535.319092
	Iteration 0F: 3 clusters Score -285165.6 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -285858.843750 Penalty: 2535.319092
	Iteration 1F: 3 clusters Score -285858.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -286225.406250 Penalty: 2535.319092
	Iteration 2F: 3 clusters Score -286225.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -286546.125000 Penalty: 2535.319092
	Iteration 3F: 3 clusters Score -286546.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -286875.062500 Penalty: 2535.319092
	Iteration 4F: 3 clusters Score -286875.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -287132.187500 Penalty: 2535.319092
	Iteration 5F: 3 clusters Score -287132.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -287296.156250 Penalty: 2535.319092
	Iteration 6F: 3 clusters Score -287296.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287376.656250 Penalty: 2535.319092
	Iteration 7Q: 3 clusters Score -287376.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -287410.687500 Penalty: 2535.319092
	Iteration 8Q: 3 clusters Score -287410.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287424.125000 Penalty: 2535.319092
	Iteration 9Q: 3 clusters Score -287424.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -287431.843750 Penalty: 2535.319092
	Iteration 10Q: 3 clusters Score -287431.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -287439.343750 Penalty: 2535.319092
	Iteration 11Q: 3 clusters Score -287439.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -287443.781250 Penalty: 2535.319092
	Iteration 12Q: 3 clusters Score -287443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -287447.718750 Penalty: 2535.319092
	Iteration 13Q: 3 clusters Score -287447.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -287452.500000 Penalty: 2535.319092
	Iteration 14Q: 3 clusters Score -287452.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -287456.718750 Penalty: 2535.319092
	Iteration 15Q: 3 clusters Score -287456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -287459.375000 Penalty: 2535.319092
	Iteration 16Q: 3 clusters Score -287459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -287459.781250 Penalty: 2535.319092
	Iteration 17Q: 3 clusters Score -287459.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -287459.781250 Penalty: 2535.319092
	Iteration 18F: 3 clusters Score -287459.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 67208 members 
Mstep: Class 5 contains 86256 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 63737 members 
Mstep: Class 8 contains 12197 members 
Mstep: Class 9 contains 14891 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 54281 members 
Mstep: Class 12 contains 27765 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31661 members 
Mstep: Class 20 contains 3572 members 
Entering Unmasked Estep 
Score: -53933508.000000 Penalty: 39969.566406
Splitting cluster 1 changes total score from -53934248.000000 to -53933508.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Entering Unmasked Estep 
Score: -2063540.625000 Penalty: 1568.910522
	Iteration 0F: 2 clusters Score -2063541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2052823.000000 Penalty: 3137.821045
	Iteration 0F: 3 clusters Score -2052823 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2056638.750000 Penalty: 3137.821045
	Iteration 1F: 3 clusters Score -2056639 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2056978.375000 Penalty: 3137.821045
	Iteration 2F: 3 clusters Score -2056978 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2057361.125000 Penalty: 3137.821045
	Iteration 3F: 3 clusters Score -2057361 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2057798.750000 Penalty: 3137.821045
	Iteration 4F: 3 clusters Score -2057799 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2058303.750000 Penalty: 3137.821045
	Iteration 5F: 3 clusters Score -2058304 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2058923.375000 Penalty: 3137.821045
	Iteration 6F: 3 clusters Score -2058923 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2059552.000000 Penalty: 3137.821045
	Iteration 7F: 3 clusters Score -2059552 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2060151.250000 Penalty: 3137.821045
	Iteration 8F: 3 clusters Score -2060151 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2060694.500000 Penalty: 3137.821045
	Iteration 9Q: 3 clusters Score -2060694 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2061121.250000 Penalty: 3137.821045
	Iteration 10Q: 3 clusters Score -2061121 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2061460.500000 Penalty: 3137.821045
	Iteration 11Q: 3 clusters Score -2061460 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2061743.750000 Penalty: 3137.821045
	Iteration 12Q: 3 clusters Score -2061744 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2061923.750000 Penalty: 3137.821045
	Iteration 13Q: 3 clusters Score -2061924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2062010.625000 Penalty: 3137.821045
	Iteration 14Q: 3 clusters Score -2062011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2062053.250000 Penalty: 3137.821045
	Iteration 15Q: 3 clusters Score -2062053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2062079.250000 Penalty: 3137.821045
	Iteration 16Q: 3 clusters Score -2062079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2062095.375000 Penalty: 3137.821045
	Iteration 17Q: 3 clusters Score -2062095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2062110.125000 Penalty: 3137.821045
	Iteration 18Q: 3 clusters Score -2062110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2062129.375000 Penalty: 3137.821045
	Iteration 19Q: 3 clusters Score -2062129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2062140.500000 Penalty: 3137.821045
	Iteration 20F: 3 clusters Score -2062140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2062149.750000 Penalty: 3137.821045
	Iteration 21Q: 3 clusters Score -2062150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2062159.000000 Penalty: 3137.821045
	Iteration 22Q: 3 clusters Score -2062159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2062169.500000 Penalty: 3137.821045
	Iteration 23Q: 3 clusters Score -2062170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2062176.875000 Penalty: 3137.821045
	Iteration 24Q: 3 clusters Score -2062177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2062182.625000 Penalty: 3137.821045
	Iteration 25Q: 3 clusters Score -2062183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2062183.250000 Penalty: 3137.821045
	Iteration 26Q: 3 clusters Score -2062183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2062184.000000 Penalty: 3137.821045
	Iteration 27Q: 3 clusters Score -2062184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2062185.625000 Penalty: 3137.821045
	Iteration 28Q: 3 clusters Score -2062186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2062185.625000 Penalty: 3137.821045
	Iteration 29F: 3 clusters Score -2062186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -29391.728516 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -29391.73 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 156 members 
Entering Unmasked Estep 
Score: -28679.683594 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -28679.68 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28949.162109 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -28949.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29008.644531 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -29008.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29036.564453 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -29036.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29049.437500 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -29049.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29050.925781 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -29050.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29050.925781 Penalty: 1860.165161
	Iteration 6F: 3 clusters Score -29050.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Entering Unmasked Estep 
Score: -8811160.000000 Penalty: 1806.276367
	Iteration 0F: 2 clusters Score -8811160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -8767816.000000 Penalty: 3612.552734
	Iteration 0F: 3 clusters Score -8767816 nChanged 31809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -8785899.000000 Penalty: 3612.552734
	Iteration 1F: 3 clusters Score -8785899 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -8786408.000000 Penalty: 3612.552734
	Iteration 2Q: 3 clusters Score -8786408 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -8787015.000000 Penalty: 3612.552734
	Iteration 3Q: 3 clusters Score -8787015 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -8788049.000000 Penalty: 3612.552734
	Iteration 4Q: 3 clusters Score -8788049 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -8789391.000000 Penalty: 3612.552734
	Iteration 5Q: 3 clusters Score -8789391 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -8791341.000000 Penalty: 3612.552734
	Iteration 6Q: 3 clusters Score -8791341 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -8793794.000000 Penalty: 3612.552734
	Iteration 7F: 3 clusters Score -8793794 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -8796389.000000 Penalty: 3612.552734
	Iteration 8F: 3 clusters Score -8796389 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -8798791.000000 Penalty: 3612.552734
	Iteration 9F: 3 clusters Score -8798791 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -8800507.000000 Penalty: 3612.552734
	Iteration 10Q: 3 clusters Score -8800507 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -8801550.000000 Penalty: 3612.552734
	Iteration 11Q: 3 clusters Score -8801550 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -8802188.000000 Penalty: 3612.552734
	Iteration 12Q: 3 clusters Score -8802188 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -8802547.000000 Penalty: 3612.552734
	Iteration 13Q: 3 clusters Score -8802547 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -8802885.000000 Penalty: 3612.552734
	Iteration 14Q: 3 clusters Score -8802885 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -8803263.000000 Penalty: 3612.552734
	Iteration 15Q: 3 clusters Score -8803263 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -8803523.000000 Penalty: 3612.552734
	Iteration 16Q: 3 clusters Score -8803523 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -8803816.000000 Penalty: 3612.552734
	Iteration 17Q: 3 clusters Score -8803816 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -8804127.000000 Penalty: 3612.552734
	Iteration 18Q: 3 clusters Score -8804127 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -8804484.000000 Penalty: 3612.552734
	Iteration 19Q: 3 clusters Score -8804484 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -8804771.000000 Penalty: 3612.552734
	Iteration 20F: 3 clusters Score -8804771 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -8805060.000000 Penalty: 3612.552734
	Iteration 21Q: 3 clusters Score -8805060 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -8805397.000000 Penalty: 3612.552734
	Iteration 22Q: 3 clusters Score -8805397 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -8805763.000000 Penalty: 3612.552734
	Iteration 23Q: 3 clusters Score -8805763 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -8806111.000000 Penalty: 3612.552734
	Iteration 24Q: 3 clusters Score -8806111 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -8806430.000000 Penalty: 3612.552734
	Iteration 25Q: 3 clusters Score -8806430 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -8806713.000000 Penalty: 3612.552734
	Iteration 26Q: 3 clusters Score -8806713 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -8806989.000000 Penalty: 3612.552734
	Iteration 27Q: 3 clusters Score -8806989 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -8807252.000000 Penalty: 3612.552734
	Iteration 28Q: 3 clusters Score -8807252 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -8807474.000000 Penalty: 3612.552734
	Iteration 29Q: 3 clusters Score -8807474 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8807775.000000 Penalty: 3612.552734
	Iteration 30Q: 3 clusters Score -8807775 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -8808005.000000 Penalty: 3612.552734
	Iteration 31Q: 3 clusters Score -8808005 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8808238.000000 Penalty: 3612.552734
	Iteration 32Q: 3 clusters Score -8808238 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8808419.000000 Penalty: 3612.552734
	Iteration 33Q: 3 clusters Score -8808419 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8808601.000000 Penalty: 3612.552734
	Iteration 34Q: 3 clusters Score -8808601 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8808744.000000 Penalty: 3612.552734
	Iteration 35Q: 3 clusters Score -8808744 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8808887.000000 Penalty: 3612.552734
	Iteration 36Q: 3 clusters Score -8808887 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8809017.000000 Penalty: 3612.552734
	Iteration 37Q: 3 clusters Score -8809017 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8809130.000000 Penalty: 3612.552734
	Iteration 38Q: 3 clusters Score -8809130 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8809178.000000 Penalty: 3612.552734
	Iteration 39Q: 3 clusters Score -8809178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8809241.000000 Penalty: 3612.552734
	Iteration 40F: 3 clusters Score -8809241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8809295.000000 Penalty: 3612.552734
	Iteration 41Q: 3 clusters Score -8809295 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8809336.000000 Penalty: 3612.552734
	Iteration 42Q: 3 clusters Score -8809336 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8809371.000000 Penalty: 3612.552734
	Iteration 43Q: 3 clusters Score -8809371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8809400.000000 Penalty: 3612.552734
	Iteration 44Q: 3 clusters Score -8809400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8809441.000000 Penalty: 3612.552734
	Iteration 45Q: 3 clusters Score -8809441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8809452.000000 Penalty: 3612.552734
	Iteration 46Q: 3 clusters Score -8809452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8809484.000000 Penalty: 3612.552734
	Iteration 47Q: 3 clusters Score -8809484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8809497.000000 Penalty: 3612.552734
	Iteration 48Q: 3 clusters Score -8809497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8809490.000000 Penalty: 3612.552734
	Iteration 49Q: 3 clusters Score -8809490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8809510.000000 Penalty: 3612.552734
	Iteration 50Q: 3 clusters Score -8809510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8809525.000000 Penalty: 3612.552734
	Iteration 51Q: 3 clusters Score -8809525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8809537.000000 Penalty: 3612.552734
	Iteration 52Q: 3 clusters Score -8809537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8809555.000000 Penalty: 3612.552734
	Iteration 53Q: 3 clusters Score -8809555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8809550.000000 Penalty: 3612.552734
	Iteration 54Q: 3 clusters Score -8809550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8809554.000000 Penalty: 3612.552734
	Iteration 55Q: 3 clusters Score -8809554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8809557.000000 Penalty: 3612.552734
	Iteration 56Q: 3 clusters Score -8809557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8809560.000000 Penalty: 3612.552734
	Iteration 57Q: 3 clusters Score -8809560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8809568.000000 Penalty: 3612.552734
	Iteration 58Q: 3 clusters Score -8809568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8809572.000000 Penalty: 3612.552734
	Iteration 59Q: 3 clusters Score -8809572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8809576.000000 Penalty: 3612.552734
	Iteration 60F: 3 clusters Score -8809576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8809584.000000 Penalty: 3612.552734
	Iteration 61Q: 3 clusters Score -8809584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8809588.000000 Penalty: 3612.552734
	Iteration 62Q: 3 clusters Score -8809588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8809585.000000 Penalty: 3612.552734
	Iteration 63Q: 3 clusters Score -8809585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8809590.000000 Penalty: 3612.552734
	Iteration 64Q: 3 clusters Score -8809590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8809586.000000 Penalty: 3612.552734
	Iteration 65Q: 3 clusters Score -8809586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8809584.000000 Penalty: 3612.552734
	Iteration 66Q: 3 clusters Score -8809584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8809590.000000 Penalty: 3612.552734
	Iteration 67Q: 3 clusters Score -8809590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8809591.000000 Penalty: 3612.552734
	Iteration 68Q: 3 clusters Score -8809591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8809590.000000 Penalty: 3612.552734
	Iteration 69Q: 3 clusters Score -8809590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8809585.000000 Penalty: 3612.552734
	Iteration 70Q: 3 clusters Score -8809585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8809589.000000 Penalty: 3612.552734
	Iteration 71Q: 3 clusters Score -8809589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8809590.000000 Penalty: 3612.552734
	Iteration 72Q: 3 clusters Score -8809590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8809594.000000 Penalty: 3612.552734
	Iteration 73Q: 3 clusters Score -8809594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8809594.000000 Penalty: 3612.552734
	Iteration 74Q: 3 clusters Score -8809594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8809597.000000 Penalty: 3612.552734
	Iteration 75Q: 3 clusters Score -8809597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8809605.000000 Penalty: 3612.552734
	Iteration 76Q: 3 clusters Score -8809605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8809595.000000 Penalty: 3612.552734
	Iteration 77Q: 3 clusters Score -8809595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8809595.000000 Penalty: 3612.552734
	Iteration 78F: 3 clusters Score -8809595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Entering Unmasked Estep 
Score: -11393922.000000 Penalty: 1846.824707
	Iteration 0F: 2 clusters Score -1.139392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -11339326.000000 Penalty: 3693.649414
	Iteration 0F: 3 clusters Score -1.133933e+07 nChanged 41013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -11362986.000000 Penalty: 3693.649414
	Iteration 1F: 3 clusters Score -1.136299e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -11363802.000000 Penalty: 3693.649414
	Iteration 2Q: 3 clusters Score -1.13638e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -11364782.000000 Penalty: 3693.649414
	Iteration 3Q: 3 clusters Score -1.136478e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -11366065.000000 Penalty: 3693.649414
	Iteration 4Q: 3 clusters Score -1.136606e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -11367904.000000 Penalty: 3693.649414
	Iteration 5Q: 3 clusters Score -1.13679e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -11370447.000000 Penalty: 3693.649414
	Iteration 6F: 3 clusters Score -1.137045e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -11374132.000000 Penalty: 3693.649414
	Iteration 7F: 3 clusters Score -1.137413e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -11378255.000000 Penalty: 3693.649414
	Iteration 8F: 3 clusters Score -1.137826e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -11382210.000000 Penalty: 3693.649414
	Iteration 9F: 3 clusters Score -1.138221e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -11385470.000000 Penalty: 3693.649414
	Iteration 10F: 3 clusters Score -1.138547e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -11387675.000000 Penalty: 3693.649414
	Iteration 11Q: 3 clusters Score -1.138768e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -11389224.000000 Penalty: 3693.649414
	Iteration 12Q: 3 clusters Score -1.138922e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -11390507.000000 Penalty: 3693.649414
	Iteration 13Q: 3 clusters Score -1.139051e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -11391224.000000 Penalty: 3693.649414
	Iteration 14Q: 3 clusters Score -1.139122e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -11391669.000000 Penalty: 3693.649414
	Iteration 15Q: 3 clusters Score -1.139167e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -11391852.000000 Penalty: 3693.649414
	Iteration 16Q: 3 clusters Score -1.139185e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -11392105.000000 Penalty: 3693.649414
	Iteration 17Q: 3 clusters Score -1.13921e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -11392221.000000 Penalty: 3693.649414
	Iteration 18Q: 3 clusters Score -1.139222e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -11392330.000000 Penalty: 3693.649414
	Iteration 19Q: 3 clusters Score -1.139233e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -11392376.000000 Penalty: 3693.649414
	Iteration 20F: 3 clusters Score -1.139238e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -11392433.000000 Penalty: 3693.649414
	Iteration 21Q: 3 clusters Score -1.139243e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -11392438.000000 Penalty: 3693.649414
	Iteration 22Q: 3 clusters Score -1.139244e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -11392469.000000 Penalty: 3693.649414
	Iteration 23Q: 3 clusters Score -1.139247e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -11392477.000000 Penalty: 3693.649414
	Iteration 24Q: 3 clusters Score -1.139248e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -11392497.000000 Penalty: 3693.649414
	Iteration 25Q: 3 clusters Score -1.13925e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -11392512.000000 Penalty: 3693.649414
	Iteration 26Q: 3 clusters Score -1.139251e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -11392532.000000 Penalty: 3693.649414
	Iteration 27Q: 3 clusters Score -1.139253e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -11392544.000000 Penalty: 3693.649414
	Iteration 28Q: 3 clusters Score -1.139254e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -11392543.000000 Penalty: 3693.649414
	Iteration 29Q: 3 clusters Score -1.139254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 85149 members 
Entering Unmasked Estep 
Score: -11392552.000000 Penalty: 3693.649414
	Iteration 30Q: 3 clusters Score -1.139255e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -11392562.000000 Penalty: 3693.649414
	Iteration 31Q: 3 clusters Score -1.139256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -11392557.000000 Penalty: 3693.649414
	Iteration 32Q: 3 clusters Score -1.139256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -11392550.000000 Penalty: 3693.649414
	Iteration 33Q: 3 clusters Score -1.139255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -11392572.000000 Penalty: 3693.649414
	Iteration 34Q: 3 clusters Score -1.139257e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -11392584.000000 Penalty: 3693.649414
	Iteration 35Q: 3 clusters Score -1.139258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -11392574.000000 Penalty: 3693.649414
	Iteration 36Q: 3 clusters Score -1.139257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -11392593.000000 Penalty: 3693.649414
	Iteration 37Q: 3 clusters Score -1.139259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -11392599.000000 Penalty: 3693.649414
	Iteration 38Q: 3 clusters Score -1.13926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -11392608.000000 Penalty: 3693.649414
	Iteration 39Q: 3 clusters Score -1.139261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 85349 members 
Entering Unmasked Estep 
Score: -11392610.000000 Penalty: 3693.649414
	Iteration 40F: 3 clusters Score -1.139261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -11392608.000000 Penalty: 3693.649414
	Iteration 41Q: 3 clusters Score -1.139261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -11392620.000000 Penalty: 3693.649414
	Iteration 42Q: 3 clusters Score -1.139262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -11392618.000000 Penalty: 3693.649414
	Iteration 43Q: 3 clusters Score -1.139262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 85349 members 
Entering Unmasked Estep 
Score: -11392619.000000 Penalty: 3693.649414
	Iteration 44Q: 3 clusters Score -1.139262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 85349 members 
Entering Unmasked Estep 
Score: -11392624.000000 Penalty: 3693.649414
	Iteration 45Q: 3 clusters Score -1.139262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -11392622.000000 Penalty: 3693.649414
	Iteration 46Q: 3 clusters Score -1.139262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -11392625.000000 Penalty: 3693.649414
	Iteration 47Q: 3 clusters Score -1.139262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -11392627.000000 Penalty: 3693.649414
	Iteration 48Q: 3 clusters Score -1.139263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -11392627.000000 Penalty: 3693.649414
	Iteration 49F: 3 clusters Score -1.139263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -828997.312500 Penalty: 1421.238037
	Iteration 0F: 2 clusters Score -828997.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -824166.187500 Penalty: 2842.476074
	Iteration 0F: 3 clusters Score -824166.2 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -825719.437500 Penalty: 2842.476074
	Iteration 1F: 3 clusters Score -825719.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -825980.750000 Penalty: 2842.476074
	Iteration 2F: 3 clusters Score -825980.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -826197.875000 Penalty: 2842.476074
	Iteration 3F: 3 clusters Score -826197.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -826387.812500 Penalty: 2842.476074
	Iteration 4Q: 3 clusters Score -826387.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -826566.812500 Penalty: 2842.476074
	Iteration 5Q: 3 clusters Score -826566.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -826740.375000 Penalty: 2842.476074
	Iteration 6Q: 3 clusters Score -826740.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -826902.625000 Penalty: 2842.476074
	Iteration 7Q: 3 clusters Score -826902.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -827048.625000 Penalty: 2842.476074
	Iteration 8Q: 3 clusters Score -827048.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -827189.125000 Penalty: 2842.476074
	Iteration 9Q: 3 clusters Score -827189.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -827312.812500 Penalty: 2842.476074
	Iteration 10Q: 3 clusters Score -827312.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -827417.625000 Penalty: 2842.476074
	Iteration 11Q: 3 clusters Score -827417.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -827500.937500 Penalty: 2842.476074
	Iteration 12Q: 3 clusters Score -827500.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -827590.437500 Penalty: 2842.476074
	Iteration 13Q: 3 clusters Score -827590.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -827658.812500 Penalty: 2842.476074
	Iteration 14Q: 3 clusters Score -827658.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -827722.562500 Penalty: 2842.476074
	Iteration 15Q: 3 clusters Score -827722.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -827768.000000 Penalty: 2842.476074
	Iteration 16Q: 3 clusters Score -827768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -827797.375000 Penalty: 2842.476074
	Iteration 17Q: 3 clusters Score -827797.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -827815.875000 Penalty: 2842.476074
	Iteration 18Q: 3 clusters Score -827815.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -827835.187500 Penalty: 2842.476074
	Iteration 19Q: 3 clusters Score -827835.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -827854.187500 Penalty: 2842.476074
	Iteration 20F: 3 clusters Score -827854.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -827869.000000 Penalty: 2842.476074
	Iteration 21Q: 3 clusters Score -827869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -827882.125000 Penalty: 2842.476074
	Iteration 22Q: 3 clusters Score -827882.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -827889.562500 Penalty: 2842.476074
	Iteration 23Q: 3 clusters Score -827889.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -827896.750000 Penalty: 2842.476074
	Iteration 24Q: 3 clusters Score -827896.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -827899.875000 Penalty: 2842.476074
	Iteration 25Q: 3 clusters Score -827899.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -827905.312500 Penalty: 2842.476074
	Iteration 26Q: 3 clusters Score -827905.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -827912.375000 Penalty: 2842.476074
	Iteration 27Q: 3 clusters Score -827912.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -827920.000000 Penalty: 2842.476074
	Iteration 28Q: 3 clusters Score -827920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -827925.687500 Penalty: 2842.476074
	Iteration 29Q: 3 clusters Score -827925.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -827927.125000 Penalty: 2842.476074
	Iteration 30Q: 3 clusters Score -827927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -827929.250000 Penalty: 2842.476074
	Iteration 31Q: 3 clusters Score -827929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -827930.500000 Penalty: 2842.476074
	Iteration 32Q: 3 clusters Score -827930.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -827931.625000 Penalty: 2842.476074
	Iteration 33Q: 3 clusters Score -827931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -827932.125000 Penalty: 2842.476074
	Iteration 34Q: 3 clusters Score -827932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -827933.625000 Penalty: 2842.476074
	Iteration 35Q: 3 clusters Score -827933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -827933.562500 Penalty: 2842.476074
	Iteration 36Q: 3 clusters Score -827933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -827934.187500 Penalty: 2842.476074
	Iteration 37Q: 3 clusters Score -827934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -827933.250000 Penalty: 2842.476074
	Iteration 38Q: 3 clusters Score -827933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -827934.125000 Penalty: 2842.476074
	Iteration 39Q: 3 clusters Score -827934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -827934.687500 Penalty: 2842.476074
	Iteration 40F: 3 clusters Score -827934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -827933.375000 Penalty: 2842.476074
	Iteration 41Q: 3 clusters Score -827933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -827933.437500 Penalty: 2842.476074
	Iteration 42Q: 3 clusters Score -827933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -827933.937500 Penalty: 2842.476074
	Iteration 43Q: 3 clusters Score -827933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -827936.437500 Penalty: 2842.476074
	Iteration 44Q: 3 clusters Score -827936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -827938.062500 Penalty: 2842.476074
	Iteration 45Q: 3 clusters Score -827938.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -827941.437500 Penalty: 2842.476074
	Iteration 46Q: 3 clusters Score -827941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -827945.687500 Penalty: 2842.476074
	Iteration 47Q: 3 clusters Score -827945.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -827947.750000 Penalty: 2842.476074
	Iteration 48Q: 3 clusters Score -827947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -827947.000000 Penalty: 2842.476074
	Iteration 49Q: 3 clusters Score -827947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -827950.125000 Penalty: 2842.476074
	Iteration 50Q: 3 clusters Score -827950.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -827952.250000 Penalty: 2842.476074
	Iteration 51Q: 3 clusters Score -827952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -827953.937500 Penalty: 2842.476074
	Iteration 52Q: 3 clusters Score -827953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -827954.062500 Penalty: 2842.476074
	Iteration 53Q: 3 clusters Score -827954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -827955.187500 Penalty: 2842.476074
	Iteration 54Q: 3 clusters Score -827955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -827956.500000 Penalty: 2842.476074
	Iteration 55Q: 3 clusters Score -827956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -827959.750000 Penalty: 2842.476074
	Iteration 56Q: 3 clusters Score -827959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -827962.125000 Penalty: 2842.476074
	Iteration 57Q: 3 clusters Score -827962.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -827964.000000 Penalty: 2842.476074
	Iteration 58Q: 3 clusters Score -827964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -827964.812500 Penalty: 2842.476074
	Iteration 59Q: 3 clusters Score -827964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -827963.812500 Penalty: 2842.476074
	Iteration 60F: 3 clusters Score -827963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -827963.875000 Penalty: 2842.476074
	Iteration 61Q: 3 clusters Score -827963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -827966.125000 Penalty: 2842.476074
	Iteration 62Q: 3 clusters Score -827966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -827967.125000 Penalty: 2842.476074
	Iteration 63Q: 3 clusters Score -827967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -827966.875000 Penalty: 2842.476074
	Iteration 64Q: 3 clusters Score -827966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -827967.000000 Penalty: 2842.476074
	Iteration 65Q: 3 clusters Score -827967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -827966.062500 Penalty: 2842.476074
	Iteration 66Q: 3 clusters Score -827966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -827967.062500 Penalty: 2842.476074
	Iteration 67Q: 3 clusters Score -827967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -827968.812500 Penalty: 2842.476074
	Iteration 68Q: 3 clusters Score -827968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -827969.250000 Penalty: 2842.476074
	Iteration 69Q: 3 clusters Score -827969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -827968.625000 Penalty: 2842.476074
	Iteration 70Q: 3 clusters Score -827968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -827968.625000 Penalty: 2842.476074
	Iteration 71F: 3 clusters Score -827968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Entering Unmasked Estep 
Score: -8407216.000000 Penalty: 1797.659668
	Iteration 0F: 2 clusters Score -8407216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -8365442.000000 Penalty: 3595.319336
	Iteration 0F: 3 clusters Score -8365442 nChanged 30151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -8382489.000000 Penalty: 3595.319336
	Iteration 1F: 3 clusters Score -8382489 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -8382976.000000 Penalty: 3595.319336
	Iteration 2Q: 3 clusters Score -8382976 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -8383724.500000 Penalty: 3595.319336
	Iteration 3Q: 3 clusters Score -8383724 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -8384823.500000 Penalty: 3595.319336
	Iteration 4Q: 3 clusters Score -8384824 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -8386784.500000 Penalty: 3595.319336
	Iteration 5F: 3 clusters Score -8386784 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -8390121.000000 Penalty: 3595.319336
	Iteration 6F: 3 clusters Score -8390121 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -8394881.000000 Penalty: 3595.319336
	Iteration 7F: 3 clusters Score -8394881 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -8399603.000000 Penalty: 3595.319336
	Iteration 8F: 3 clusters Score -8399603 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8402605.000000 Penalty: 3595.319336
	Iteration 9F: 3 clusters Score -8402605 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8404100.000000 Penalty: 3595.319336
	Iteration 10Q: 3 clusters Score -8404100 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8404788.000000 Penalty: 3595.319336
	Iteration 11Q: 3 clusters Score -8404788 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8405194.000000 Penalty: 3595.319336
	Iteration 12Q: 3 clusters Score -8405194 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8405382.000000 Penalty: 3595.319336
	Iteration 13Q: 3 clusters Score -8405382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8405490.000000 Penalty: 3595.319336
	Iteration 14Q: 3 clusters Score -8405490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8405552.000000 Penalty: 3595.319336
	Iteration 15Q: 3 clusters Score -8405552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8405580.000000 Penalty: 3595.319336
	Iteration 16Q: 3 clusters Score -8405580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8405603.000000 Penalty: 3595.319336
	Iteration 17Q: 3 clusters Score -8405603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8405614.000000 Penalty: 3595.319336
	Iteration 18Q: 3 clusters Score -8405614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8405626.000000 Penalty: 3595.319336
	Iteration 19Q: 3 clusters Score -8405626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8405627.000000 Penalty: 3595.319336
	Iteration 20F: 3 clusters Score -8405627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8405634.000000 Penalty: 3595.319336
	Iteration 21Q: 3 clusters Score -8405634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8405635.000000 Penalty: 3595.319336
	Iteration 22Q: 3 clusters Score -8405635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8405648.000000 Penalty: 3595.319336
	Iteration 23Q: 3 clusters Score -8405648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8405649.000000 Penalty: 3595.319336
	Iteration 24Q: 3 clusters Score -8405649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8405653.000000 Penalty: 3595.319336
	Iteration 25Q: 3 clusters Score -8405653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8405667.000000 Penalty: 3595.319336
	Iteration 26Q: 3 clusters Score -8405667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8405672.000000 Penalty: 3595.319336
	Iteration 27Q: 3 clusters Score -8405672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8405672.000000 Penalty: 3595.319336
	Iteration 28F: 3 clusters Score -8405672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Entering Unmasked Estep 
Score: -1530055.625000 Penalty: 1528.953613
	Iteration 0F: 2 clusters Score -1530056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1521492.875000 Penalty: 3057.907227
	Iteration 0F: 3 clusters Score -1521493 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1524508.875000 Penalty: 3057.907227
	Iteration 1F: 3 clusters Score -1524509 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1524970.875000 Penalty: 3057.907227
	Iteration 2F: 3 clusters Score -1524971 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1525472.750000 Penalty: 3057.907227
	Iteration 3F: 3 clusters Score -1525473 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1526030.625000 Penalty: 3057.907227
	Iteration 4F: 3 clusters Score -1526031 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1526562.625000 Penalty: 3057.907227
	Iteration 5F: 3 clusters Score -1526563 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1527042.000000 Penalty: 3057.907227
	Iteration 6F: 3 clusters Score -1527042 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1527485.500000 Penalty: 3057.907227
	Iteration 7F: 3 clusters Score -1527486 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1527853.625000 Penalty: 3057.907227
	Iteration 8Q: 3 clusters Score -1527854 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1528088.500000 Penalty: 3057.907227
	Iteration 9Q: 3 clusters Score -1528088 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1528271.000000 Penalty: 3057.907227
	Iteration 10Q: 3 clusters Score -1528271 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1528446.375000 Penalty: 3057.907227
	Iteration 11Q: 3 clusters Score -1528446 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1528654.625000 Penalty: 3057.907227
	Iteration 12Q: 3 clusters Score -1528655 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1528876.875000 Penalty: 3057.907227
	Iteration 13Q: 3 clusters Score -1528877 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1529078.750000 Penalty: 3057.907227
	Iteration 14Q: 3 clusters Score -1529079 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1529219.750000 Penalty: 3057.907227
	Iteration 15Q: 3 clusters Score -1529220 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1529282.000000 Penalty: 3057.907227
	Iteration 16Q: 3 clusters Score -1529282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1529316.750000 Penalty: 3057.907227
	Iteration 17Q: 3 clusters Score -1529317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1529346.875000 Penalty: 3057.907227
	Iteration 18Q: 3 clusters Score -1529347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1529358.500000 Penalty: 3057.907227
	Iteration 19Q: 3 clusters Score -1529358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1529370.750000 Penalty: 3057.907227
	Iteration 20F: 3 clusters Score -1529371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1529368.625000 Penalty: 3057.907227
	Iteration 21Q: 3 clusters Score -1529369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1529371.375000 Penalty: 3057.907227
	Iteration 22Q: 3 clusters Score -1529371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1529377.000000 Penalty: 3057.907227
	Iteration 23Q: 3 clusters Score -1529377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1529376.750000 Penalty: 3057.907227
	Iteration 24Q: 3 clusters Score -1529377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1529384.250000 Penalty: 3057.907227
	Iteration 25Q: 3 clusters Score -1529384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1529383.625000 Penalty: 3057.907227
	Iteration 26Q: 3 clusters Score -1529384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1529385.500000 Penalty: 3057.907227
	Iteration 27Q: 3 clusters Score -1529386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1529384.125000 Penalty: 3057.907227
	Iteration 28Q: 3 clusters Score -1529384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1529385.375000 Penalty: 3057.907227
	Iteration 29Q: 3 clusters Score -1529385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1529386.000000 Penalty: 3057.907227
	Iteration 30Q: 3 clusters Score -1529386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1529384.875000 Penalty: 3057.907227
	Iteration 31Q: 3 clusters Score -1529385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1529390.125000 Penalty: 3057.907227
	Iteration 32Q: 3 clusters Score -1529390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1529389.750000 Penalty: 3057.907227
	Iteration 33Q: 3 clusters Score -1529390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1529394.250000 Penalty: 3057.907227
	Iteration 34Q: 3 clusters Score -1529394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1529397.000000 Penalty: 3057.907227
	Iteration 35Q: 3 clusters Score -1529397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1529398.375000 Penalty: 3057.907227
	Iteration 36Q: 3 clusters Score -1529398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1529396.875000 Penalty: 3057.907227
	Iteration 37Q: 3 clusters Score -1529397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1529398.000000 Penalty: 3057.907227
	Iteration 38Q: 3 clusters Score -1529398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1529396.750000 Penalty: 3057.907227
	Iteration 39Q: 3 clusters Score -1529397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1529396.750000 Penalty: 3057.907227
	Iteration 40F: 3 clusters Score -1529397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Entering Unmasked Estep 
Score: -1860841.250000 Penalty: 1561.383179
	Iteration 0F: 2 clusters Score -1860841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1850491.375000 Penalty: 3122.766357
	Iteration 0F: 3 clusters Score -1850491 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1854103.125000 Penalty: 3122.766357
	Iteration 1F: 3 clusters Score -1854103 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1854453.000000 Penalty: 3122.766357
	Iteration 2F: 3 clusters Score -1854453 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1854887.125000 Penalty: 3122.766357
	Iteration 3F: 3 clusters Score -1854887 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1855414.750000 Penalty: 3122.766357
	Iteration 4F: 3 clusters Score -1855415 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1856103.750000 Penalty: 3122.766357
	Iteration 5F: 3 clusters Score -1856104 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1857019.250000 Penalty: 3122.766357
	Iteration 6F: 3 clusters Score -1857019 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1858148.625000 Penalty: 3122.766357
	Iteration 7F: 3 clusters Score -1858149 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1859217.875000 Penalty: 3122.766357
	Iteration 8F: 3 clusters Score -1859218 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1859801.000000 Penalty: 3122.766357
	Iteration 9Q: 3 clusters Score -1859801 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1860175.625000 Penalty: 3122.766357
	Iteration 10Q: 3 clusters Score -1860176 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1860444.750000 Penalty: 3122.766357
	Iteration 11Q: 3 clusters Score -1860445 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1860622.625000 Penalty: 3122.766357
	Iteration 12Q: 3 clusters Score -1860623 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1860777.250000 Penalty: 3122.766357
	Iteration 13Q: 3 clusters Score -1860777 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1860900.125000 Penalty: 3122.766357
	Iteration 14Q: 3 clusters Score -1860900 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1860989.000000 Penalty: 3122.766357
	Iteration 15Q: 3 clusters Score -1860989 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1861051.750000 Penalty: 3122.766357
	Iteration 16Q: 3 clusters Score -1861052 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1861111.000000 Penalty: 3122.766357
	Iteration 17Q: 3 clusters Score -1861111 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1861152.750000 Penalty: 3122.766357
	Iteration 18Q: 3 clusters Score -1861153 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1861180.750000 Penalty: 3122.766357
	Iteration 19Q: 3 clusters Score -1861181 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1861209.875000 Penalty: 3122.766357
	Iteration 20F: 3 clusters Score -1861210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1861233.250000 Penalty: 3122.766357
	Iteration 21Q: 3 clusters Score -1861233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1861246.500000 Penalty: 3122.766357
	Iteration 22Q: 3 clusters Score -1861246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1861260.500000 Penalty: 3122.766357
	Iteration 23Q: 3 clusters Score -1861260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1861259.500000 Penalty: 3122.766357
	Iteration 24Q: 3 clusters Score -1861260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1861268.750000 Penalty: 3122.766357
	Iteration 25Q: 3 clusters Score -1861269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1861271.250000 Penalty: 3122.766357
	Iteration 26Q: 3 clusters Score -1861271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1861271.750000 Penalty: 3122.766357
	Iteration 27Q: 3 clusters Score -1861272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1861273.250000 Penalty: 3122.766357
	Iteration 28Q: 3 clusters Score -1861273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1861271.125000 Penalty: 3122.766357
	Iteration 29Q: 3 clusters Score -1861271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1861270.875000 Penalty: 3122.766357
	Iteration 30Q: 3 clusters Score -1861271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1861267.875000 Penalty: 3122.766357
	Iteration 31Q: 3 clusters Score -1861268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1861267.000000 Penalty: 3122.766357
	Iteration 32Q: 3 clusters Score -1861267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1861267.750000 Penalty: 3122.766357
	Iteration 33Q: 3 clusters Score -1861268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1861266.250000 Penalty: 3122.766357
	Iteration 34Q: 3 clusters Score -1861266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1861266.250000 Penalty: 3122.766357
	Iteration 35F: 3 clusters Score -1861266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 67208 members 
Mstep: Class 5 contains 86256 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 63737 members 
Mstep: Class 8 contains 12197 members 
Mstep: Class 9 contains 8727 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 54281 members 
Mstep: Class 12 contains 27765 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 6164 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31661 members 
Mstep: Class 20 contains 3572 members 
Entering Unmasked Estep 
Score: -53934300.000000 Penalty: 39969.566406
Splitting cluster 9 changes total score from -53934248.000000 to -53934300.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 10 (12066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Entering Unmasked Estep 
Score: -1593595.000000 Penalty: 1527.198853
	Iteration 0F: 2 clusters Score -1593595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1585146.375000 Penalty: 3054.397705
	Iteration 0F: 3 clusters Score -1585146 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1588054.125000 Penalty: 3054.397705
	Iteration 1F: 3 clusters Score -1588054 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1588351.625000 Penalty: 3054.397705
	Iteration 2F: 3 clusters Score -1588352 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1588566.875000 Penalty: 3054.397705
	Iteration 3Q: 3 clusters Score -1588567 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1588780.875000 Penalty: 3054.397705
	Iteration 4Q: 3 clusters Score -1588781 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1589039.375000 Penalty: 3054.397705
	Iteration 5Q: 3 clusters Score -1589039 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1589397.000000 Penalty: 3054.397705
	Iteration 6Q: 3 clusters Score -1589397 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1589853.125000 Penalty: 3054.397705
	Iteration 7Q: 3 clusters Score -1589853 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1590327.750000 Penalty: 3054.397705
	Iteration 8Q: 3 clusters Score -1590328 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1590773.125000 Penalty: 3054.397705
	Iteration 9Q: 3 clusters Score -1590773 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1591081.875000 Penalty: 3054.397705
	Iteration 10Q: 3 clusters Score -1591082 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1591256.000000 Penalty: 3054.397705
	Iteration 11Q: 3 clusters Score -1591256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1591364.875000 Penalty: 3054.397705
	Iteration 12Q: 3 clusters Score -1591365 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1591429.250000 Penalty: 3054.397705
	Iteration 13Q: 3 clusters Score -1591429 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1591483.125000 Penalty: 3054.397705
	Iteration 14Q: 3 clusters Score -1591483 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1591518.125000 Penalty: 3054.397705
	Iteration 15Q: 3 clusters Score -1591518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1591551.125000 Penalty: 3054.397705
	Iteration 16Q: 3 clusters Score -1591551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1591589.500000 Penalty: 3054.397705
	Iteration 17Q: 3 clusters Score -1591590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1591630.000000 Penalty: 3054.397705
	Iteration 18Q: 3 clusters Score -1591630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1591651.625000 Penalty: 3054.397705
	Iteration 19Q: 3 clusters Score -1591652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1591679.375000 Penalty: 3054.397705
	Iteration 20F: 3 clusters Score -1591679 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1591705.000000 Penalty: 3054.397705
	Iteration 21Q: 3 clusters Score -1591705 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1591731.000000 Penalty: 3054.397705
	Iteration 22Q: 3 clusters Score -1591731 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1591749.000000 Penalty: 3054.397705
	Iteration 23Q: 3 clusters Score -1591749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1591770.250000 Penalty: 3054.397705
	Iteration 24Q: 3 clusters Score -1591770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1591793.375000 Penalty: 3054.397705
	Iteration 25Q: 3 clusters Score -1591793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1591808.250000 Penalty: 3054.397705
	Iteration 26Q: 3 clusters Score -1591808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1591833.875000 Penalty: 3054.397705
	Iteration 27Q: 3 clusters Score -1591834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1591853.500000 Penalty: 3054.397705
	Iteration 28Q: 3 clusters Score -1591854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1591866.500000 Penalty: 3054.397705
	Iteration 29Q: 3 clusters Score -1591866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1591878.125000 Penalty: 3054.397705
	Iteration 30Q: 3 clusters Score -1591878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1591895.125000 Penalty: 3054.397705
	Iteration 31Q: 3 clusters Score -1591895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1591911.625000 Penalty: 3054.397705
	Iteration 32Q: 3 clusters Score -1591912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1591921.625000 Penalty: 3054.397705
	Iteration 33Q: 3 clusters Score -1591922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1591930.625000 Penalty: 3054.397705
	Iteration 34Q: 3 clusters Score -1591931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1591941.875000 Penalty: 3054.397705
	Iteration 35Q: 3 clusters Score -1591942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1591951.625000 Penalty: 3054.397705
	Iteration 36Q: 3 clusters Score -1591952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1591964.500000 Penalty: 3054.397705
	Iteration 37Q: 3 clusters Score -1591964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1591972.875000 Penalty: 3054.397705
	Iteration 38Q: 3 clusters Score -1591973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1591981.250000 Penalty: 3054.397705
	Iteration 39Q: 3 clusters Score -1591981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1591987.875000 Penalty: 3054.397705
	Iteration 40F: 3 clusters Score -1591988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1591997.625000 Penalty: 3054.397705
	Iteration 41Q: 3 clusters Score -1591998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1592008.000000 Penalty: 3054.397705
	Iteration 42Q: 3 clusters Score -1592008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1592022.875000 Penalty: 3054.397705
	Iteration 43Q: 3 clusters Score -1592023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1592034.750000 Penalty: 3054.397705
	Iteration 44Q: 3 clusters Score -1592035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1592043.375000 Penalty: 3054.397705
	Iteration 45Q: 3 clusters Score -1592043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1592048.500000 Penalty: 3054.397705
	Iteration 46Q: 3 clusters Score -1592048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1592057.000000 Penalty: 3054.397705
	Iteration 47Q: 3 clusters Score -1592057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1592060.625000 Penalty: 3054.397705
	Iteration 48Q: 3 clusters Score -1592061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1592069.250000 Penalty: 3054.397705
	Iteration 49Q: 3 clusters Score -1592069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1592070.875000 Penalty: 3054.397705
	Iteration 50Q: 3 clusters Score -1592071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1592079.000000 Penalty: 3054.397705
	Iteration 51Q: 3 clusters Score -1592079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1592085.125000 Penalty: 3054.397705
	Iteration 52Q: 3 clusters Score -1592085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1592096.750000 Penalty: 3054.397705
	Iteration 53Q: 3 clusters Score -1592097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1592103.500000 Penalty: 3054.397705
	Iteration 54Q: 3 clusters Score -1592104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1592112.625000 Penalty: 3054.397705
	Iteration 55Q: 3 clusters Score -1592113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1592120.250000 Penalty: 3054.397705
	Iteration 56Q: 3 clusters Score -1592120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1592127.875000 Penalty: 3054.397705
	Iteration 57Q: 3 clusters Score -1592128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1592133.625000 Penalty: 3054.397705
	Iteration 58Q: 3 clusters Score -1592134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1592140.000000 Penalty: 3054.397705
	Iteration 59Q: 3 clusters Score -1592140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1592143.625000 Penalty: 3054.397705
	Iteration 60F: 3 clusters Score -1592144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1592148.750000 Penalty: 3054.397705
	Iteration 61Q: 3 clusters Score -1592149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1592158.250000 Penalty: 3054.397705
	Iteration 62Q: 3 clusters Score -1592158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1592166.000000 Penalty: 3054.397705
	Iteration 63Q: 3 clusters Score -1592166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1592182.875000 Penalty: 3054.397705
	Iteration 64Q: 3 clusters Score -1592183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1592182.500000 Penalty: 3054.397705
	Iteration 65Q: 3 clusters Score -1592182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1592187.250000 Penalty: 3054.397705
	Iteration 66Q: 3 clusters Score -1592187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1592188.375000 Penalty: 3054.397705
	Iteration 67Q: 3 clusters Score -1592188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1592189.125000 Penalty: 3054.397705
	Iteration 68Q: 3 clusters Score -1592189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1592187.875000 Penalty: 3054.397705
	Iteration 69Q: 3 clusters Score -1592188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1592188.875000 Penalty: 3054.397705
	Iteration 70Q: 3 clusters Score -1592189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1592188.625000 Penalty: 3054.397705
	Iteration 71Q: 3 clusters Score -1592189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1592190.125000 Penalty: 3054.397705
	Iteration 72Q: 3 clusters Score -1592190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1592197.500000 Penalty: 3054.397705
	Iteration 73Q: 3 clusters Score -1592198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1592199.500000 Penalty: 3054.397705
	Iteration 74Q: 3 clusters Score -1592200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1592199.625000 Penalty: 3054.397705
	Iteration 75Q: 3 clusters Score -1592200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1592203.000000 Penalty: 3054.397705
	Iteration 76Q: 3 clusters Score -1592203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1592205.500000 Penalty: 3054.397705
	Iteration 77Q: 3 clusters Score -1592206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1592207.000000 Penalty: 3054.397705
	Iteration 78Q: 3 clusters Score -1592207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1592207.625000 Penalty: 3054.397705
	Iteration 79Q: 3 clusters Score -1592208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1592206.875000 Penalty: 3054.397705
	Iteration 80F: 3 clusters Score -1592207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1592209.375000 Penalty: 3054.397705
	Iteration 81Q: 3 clusters Score -1592209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1592210.875000 Penalty: 3054.397705
	Iteration 82Q: 3 clusters Score -1592211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1592210.125000 Penalty: 3054.397705
	Iteration 83Q: 3 clusters Score -1592210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1592211.500000 Penalty: 3054.397705
	Iteration 84Q: 3 clusters Score -1592212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1592211.500000 Penalty: 3054.397705
	Iteration 85F: 3 clusters Score -1592212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Entering Unmasked Estep 
Score: -7145908.000000 Penalty: 1771.563599
	Iteration 0F: 2 clusters Score -7145908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -7109709.000000 Penalty: 3543.127197
	Iteration 0F: 3 clusters Score -7109709 nChanged 25588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -7124506.000000 Penalty: 3543.127197
	Iteration 1F: 3 clusters Score -7124506 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -7125103.500000 Penalty: 3543.127197
	Iteration 2Q: 3 clusters Score -7125104 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -7125913.000000 Penalty: 3543.127197
	Iteration 3Q: 3 clusters Score -7125913 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -7126939.000000 Penalty: 3543.127197
	Iteration 4Q: 3 clusters Score -7126939 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -7128278.000000 Penalty: 3543.127197
	Iteration 5F: 3 clusters Score -7128278 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -7129906.500000 Penalty: 3543.127197
	Iteration 6F: 3 clusters Score -7129906 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -7131701.500000 Penalty: 3543.127197
	Iteration 7F: 3 clusters Score -7131702 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -7133453.500000 Penalty: 3543.127197
	Iteration 8F: 3 clusters Score -7133454 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -7135096.000000 Penalty: 3543.127197
	Iteration 9Q: 3 clusters Score -7135096 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -7136596.500000 Penalty: 3543.127197
	Iteration 10Q: 3 clusters Score -7136596 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -7137484.000000 Penalty: 3543.127197
	Iteration 11Q: 3 clusters Score -7137484 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -7138108.500000 Penalty: 3543.127197
	Iteration 12Q: 3 clusters Score -7138108 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -7138526.500000 Penalty: 3543.127197
	Iteration 13Q: 3 clusters Score -7138526 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7138890.500000 Penalty: 3543.127197
	Iteration 14Q: 3 clusters Score -7138890 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -7139179.500000 Penalty: 3543.127197
	Iteration 15Q: 3 clusters Score -7139180 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -7139389.000000 Penalty: 3543.127197
	Iteration 16Q: 3 clusters Score -7139389 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -7139559.000000 Penalty: 3543.127197
	Iteration 17Q: 3 clusters Score -7139559 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -7139709.500000 Penalty: 3543.127197
	Iteration 18Q: 3 clusters Score -7139710 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -7139782.500000 Penalty: 3543.127197
	Iteration 19Q: 3 clusters Score -7139782 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -7139879.500000 Penalty: 3543.127197
	Iteration 20F: 3 clusters Score -7139880 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -7139917.500000 Penalty: 3543.127197
	Iteration 21Q: 3 clusters Score -7139918 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -7139991.500000 Penalty: 3543.127197
	Iteration 22Q: 3 clusters Score -7139992 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -7140040.500000 Penalty: 3543.127197
	Iteration 23Q: 3 clusters Score -7140040 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7140081.000000 Penalty: 3543.127197
	Iteration 24Q: 3 clusters Score -7140081 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -7140104.000000 Penalty: 3543.127197
	Iteration 25Q: 3 clusters Score -7140104 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -7140127.000000 Penalty: 3543.127197
	Iteration 26Q: 3 clusters Score -7140127 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7140133.000000 Penalty: 3543.127197
	Iteration 27Q: 3 clusters Score -7140133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -7140125.500000 Penalty: 3543.127197
	Iteration 28Q: 3 clusters Score -7140126 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7140135.500000 Penalty: 3543.127197
	Iteration 29Q: 3 clusters Score -7140136 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -7140166.500000 Penalty: 3543.127197
	Iteration 30Q: 3 clusters Score -7140166 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -7140186.000000 Penalty: 3543.127197
	Iteration 31Q: 3 clusters Score -7140186 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -7140210.000000 Penalty: 3543.127197
	Iteration 32Q: 3 clusters Score -7140210 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -7140225.000000 Penalty: 3543.127197
	Iteration 33Q: 3 clusters Score -7140225 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -7140261.500000 Penalty: 3543.127197
	Iteration 34Q: 3 clusters Score -7140262 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7140289.000000 Penalty: 3543.127197
	Iteration 35Q: 3 clusters Score -7140289 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -7140294.500000 Penalty: 3543.127197
	Iteration 36Q: 3 clusters Score -7140294 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -7140321.500000 Penalty: 3543.127197
	Iteration 37Q: 3 clusters Score -7140322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -7140336.500000 Penalty: 3543.127197
	Iteration 38Q: 3 clusters Score -7140336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -7140366.000000 Penalty: 3543.127197
	Iteration 39Q: 3 clusters Score -7140366 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -7140363.000000 Penalty: 3543.127197
	Iteration 40F: 3 clusters Score -7140363 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -7140381.500000 Penalty: 3543.127197
	Iteration 41Q: 3 clusters Score -7140382 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -7140396.500000 Penalty: 3543.127197
	Iteration 42Q: 3 clusters Score -7140396 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -7140440.000000 Penalty: 3543.127197
	Iteration 43Q: 3 clusters Score -7140440 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -7140481.000000 Penalty: 3543.127197
	Iteration 44Q: 3 clusters Score -7140481 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -7140490.000000 Penalty: 3543.127197
	Iteration 45Q: 3 clusters Score -7140490 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -7140525.500000 Penalty: 3543.127197
	Iteration 46Q: 3 clusters Score -7140526 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -7140591.500000 Penalty: 3543.127197
	Iteration 47Q: 3 clusters Score -7140592 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -7140636.000000 Penalty: 3543.127197
	Iteration 48Q: 3 clusters Score -7140636 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -7140668.000000 Penalty: 3543.127197
	Iteration 49Q: 3 clusters Score -7140668 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -7140724.500000 Penalty: 3543.127197
	Iteration 50Q: 3 clusters Score -7140724 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -7140802.500000 Penalty: 3543.127197
	Iteration 51Q: 3 clusters Score -7140802 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -7140883.500000 Penalty: 3543.127197
	Iteration 52Q: 3 clusters Score -7140884 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -7140934.000000 Penalty: 3543.127197
	Iteration 53Q: 3 clusters Score -7140934 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -7140992.000000 Penalty: 3543.127197
	Iteration 54Q: 3 clusters Score -7140992 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -7141076.000000 Penalty: 3543.127197
	Iteration 55Q: 3 clusters Score -7141076 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -7141184.000000 Penalty: 3543.127197
	Iteration 56Q: 3 clusters Score -7141184 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -7141277.500000 Penalty: 3543.127197
	Iteration 57Q: 3 clusters Score -7141278 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -7141381.000000 Penalty: 3543.127197
	Iteration 58Q: 3 clusters Score -7141381 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -7141477.000000 Penalty: 3543.127197
	Iteration 59Q: 3 clusters Score -7141477 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -7141593.500000 Penalty: 3543.127197
	Iteration 60F: 3 clusters Score -7141594 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -7141691.500000 Penalty: 3543.127197
	Iteration 61Q: 3 clusters Score -7141692 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -7141807.000000 Penalty: 3543.127197
	Iteration 62Q: 3 clusters Score -7141807 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -7141943.000000 Penalty: 3543.127197
	Iteration 63Q: 3 clusters Score -7141943 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -7142089.500000 Penalty: 3543.127197
	Iteration 64Q: 3 clusters Score -7142090 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -7142217.500000 Penalty: 3543.127197
	Iteration 65Q: 3 clusters Score -7142218 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -7142374.500000 Penalty: 3543.127197
	Iteration 66Q: 3 clusters Score -7142374 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -7142538.000000 Penalty: 3543.127197
	Iteration 67Q: 3 clusters Score -7142538 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -7142709.500000 Penalty: 3543.127197
	Iteration 68Q: 3 clusters Score -7142710 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -7142901.500000 Penalty: 3543.127197
	Iteration 69Q: 3 clusters Score -7142902 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -7143098.000000 Penalty: 3543.127197
	Iteration 70Q: 3 clusters Score -7143098 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -7143224.000000 Penalty: 3543.127197
	Iteration 71Q: 3 clusters Score -7143224 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -7143367.000000 Penalty: 3543.127197
	Iteration 72Q: 3 clusters Score -7143367 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -7143482.000000 Penalty: 3543.127197
	Iteration 73Q: 3 clusters Score -7143482 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -7143588.000000 Penalty: 3543.127197
	Iteration 74Q: 3 clusters Score -7143588 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -7143719.000000 Penalty: 3543.127197
	Iteration 75Q: 3 clusters Score -7143719 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -7143825.000000 Penalty: 3543.127197
	Iteration 76Q: 3 clusters Score -7143825 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -7143894.500000 Penalty: 3543.127197
	Iteration 77Q: 3 clusters Score -7143894 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -7143971.000000 Penalty: 3543.127197
	Iteration 78Q: 3 clusters Score -7143971 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -7144064.500000 Penalty: 3543.127197
	Iteration 79Q: 3 clusters Score -7144064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -7144092.500000 Penalty: 3543.127197
	Iteration 80F: 3 clusters Score -7144092 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -7144144.500000 Penalty: 3543.127197
	Iteration 81Q: 3 clusters Score -7144144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -7144164.500000 Penalty: 3543.127197
	Iteration 82Q: 3 clusters Score -7144164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -7144209.500000 Penalty: 3543.127197
	Iteration 83Q: 3 clusters Score -7144210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -7144251.500000 Penalty: 3543.127197
	Iteration 84Q: 3 clusters Score -7144252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -7144265.500000 Penalty: 3543.127197
	Iteration 85Q: 3 clusters Score -7144266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -7144293.000000 Penalty: 3543.127197
	Iteration 86Q: 3 clusters Score -7144293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -7144315.000000 Penalty: 3543.127197
	Iteration 87Q: 3 clusters Score -7144315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -7144329.000000 Penalty: 3543.127197
	Iteration 88Q: 3 clusters Score -7144329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -7144339.000000 Penalty: 3543.127197
	Iteration 89Q: 3 clusters Score -7144339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -7144352.500000 Penalty: 3543.127197
	Iteration 90Q: 3 clusters Score -7144352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -7144369.000000 Penalty: 3543.127197
	Iteration 91Q: 3 clusters Score -7144369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -7144365.500000 Penalty: 3543.127197
	Iteration 92Q: 3 clusters Score -7144366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -7144369.000000 Penalty: 3543.127197
	Iteration 93Q: 3 clusters Score -7144369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -7144367.500000 Penalty: 3543.127197
	Iteration 94Q: 3 clusters Score -7144368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -7144375.500000 Penalty: 3543.127197
	Iteration 95Q: 3 clusters Score -7144376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -7144371.500000 Penalty: 3543.127197
	Iteration 96Q: 3 clusters Score -7144372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -7144380.000000 Penalty: 3543.127197
	Iteration 97Q: 3 clusters Score -7144380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -7144384.500000 Penalty: 3543.127197
	Iteration 98Q: 3 clusters Score -7144384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -7144381.000000 Penalty: 3543.127197
	Iteration 99Q: 3 clusters Score -7144381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -7144373.500000 Penalty: 3543.127197
	Iteration 100F: 3 clusters Score -7144374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -7144376.000000 Penalty: 3543.127197
	Iteration 101Q: 3 clusters Score -7144376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -7144377.500000 Penalty: 3543.127197
	Iteration 102Q: 3 clusters Score -7144378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -7144380.500000 Penalty: 3543.127197
	Iteration 103Q: 3 clusters Score -7144380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -7144388.000000 Penalty: 3543.127197
	Iteration 104Q: 3 clusters Score -7144388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -7144390.500000 Penalty: 3543.127197
	Iteration 105Q: 3 clusters Score -7144390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -7144388.000000 Penalty: 3543.127197
	Iteration 106Q: 3 clusters Score -7144388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -7144386.500000 Penalty: 3543.127197
	Iteration 107Q: 3 clusters Score -7144386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -7144387.500000 Penalty: 3543.127197
	Iteration 108Q: 3 clusters Score -7144388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -7144387.500000 Penalty: 3543.127197
	Iteration 109F: 3 clusters Score -7144388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Entering Unmasked Estep 
Score: -3659245.500000 Penalty: 1662.623779
	Iteration 0F: 2 clusters Score -3659246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3640523.250000 Penalty: 3325.247559
	Iteration 0F: 3 clusters Score -3640523 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3647660.250000 Penalty: 3325.247559
	Iteration 1F: 3 clusters Score -3647660 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3648076.000000 Penalty: 3325.247559
	Iteration 2Q: 3 clusters Score -3648076 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3648497.250000 Penalty: 3325.247559
	Iteration 3Q: 3 clusters Score -3648497 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3648937.500000 Penalty: 3325.247559
	Iteration 4Q: 3 clusters Score -3648938 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3649483.000000 Penalty: 3325.247559
	Iteration 5Q: 3 clusters Score -3649483 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3650175.750000 Penalty: 3325.247559
	Iteration 6Q: 3 clusters Score -3650176 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3651071.000000 Penalty: 3325.247559
	Iteration 7F: 3 clusters Score -3651071 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3652311.000000 Penalty: 3325.247559
	Iteration 8F: 3 clusters Score -3652311 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3653775.500000 Penalty: 3325.247559
	Iteration 9F: 3 clusters Score -3653776 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3655229.500000 Penalty: 3325.247559
	Iteration 10F: 3 clusters Score -3655230 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3656409.750000 Penalty: 3325.247559
	Iteration 11Q: 3 clusters Score -3656410 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3657145.250000 Penalty: 3325.247559
	Iteration 12Q: 3 clusters Score -3657145 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3657464.250000 Penalty: 3325.247559
	Iteration 13Q: 3 clusters Score -3657464 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3657623.250000 Penalty: 3325.247559
	Iteration 14Q: 3 clusters Score -3657623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3657700.000000 Penalty: 3325.247559
	Iteration 15Q: 3 clusters Score -3657700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3657732.000000 Penalty: 3325.247559
	Iteration 16Q: 3 clusters Score -3657732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3657755.750000 Penalty: 3325.247559
	Iteration 17Q: 3 clusters Score -3657756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3657780.750000 Penalty: 3325.247559
	Iteration 18Q: 3 clusters Score -3657781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3657794.500000 Penalty: 3325.247559
	Iteration 19Q: 3 clusters Score -3657794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3657808.000000 Penalty: 3325.247559
	Iteration 20F: 3 clusters Score -3657808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3657812.000000 Penalty: 3325.247559
	Iteration 21Q: 3 clusters Score -3657812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3657812.000000 Penalty: 3325.247559
	Iteration 22Q: 3 clusters Score -3657812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3657812.000000 Penalty: 3325.247559
	Iteration 23F: 3 clusters Score -3657812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -125915.101562 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -125915.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -124444.101562 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -124444.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -124720.562500 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -124720.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -124809.085938 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -124809.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -124861.937500 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -124861.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -124887.773438 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -124887.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124901.000000 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -124901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124910.789062 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -124910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -124920.445312 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -124920.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124928.328125 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -124928.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124933.507812 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -124933.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124941.773438 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -124941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -124958.335938 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -124958.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124972.812500 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -124972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124992.718750 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -124992.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125028.429688 Penalty: 2266.705566
	Iteration 14Q: 3 clusters Score -125028.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125059.742188 Penalty: 2266.705566
	Iteration 15Q: 3 clusters Score -125059.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125076.914062 Penalty: 2266.705566
	Iteration 16Q: 3 clusters Score -125076.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125084.335938 Penalty: 2266.705566
	Iteration 17Q: 3 clusters Score -125084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125092.421875 Penalty: 2266.705566
	Iteration 18Q: 3 clusters Score -125092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125105.351562 Penalty: 2266.705566
	Iteration 19Q: 3 clusters Score -125105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125114.625000 Penalty: 2266.705566
	Iteration 20F: 3 clusters Score -125114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125122.796875 Penalty: 2266.705566
	Iteration 21Q: 3 clusters Score -125122.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125128.859375 Penalty: 2266.705566
	Iteration 22Q: 3 clusters Score -125128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125135.609375 Penalty: 2266.705566
	Iteration 23Q: 3 clusters Score -125135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125139.421875 Penalty: 2266.705566
	Iteration 24Q: 3 clusters Score -125139.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125141.484375 Penalty: 2266.705566
	Iteration 25Q: 3 clusters Score -125141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -125145.882812 Penalty: 2266.705566
	Iteration 26Q: 3 clusters Score -125145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125153.195312 Penalty: 2266.705566
	Iteration 27Q: 3 clusters Score -125153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125175.015625 Penalty: 2266.705566
	Iteration 28Q: 3 clusters Score -125175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -125194.539062 Penalty: 2266.705566
	Iteration 29Q: 3 clusters Score -125194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125199.335938 Penalty: 2266.705566
	Iteration 30Q: 3 clusters Score -125199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125200.765625 Penalty: 2266.705566
	Iteration 31Q: 3 clusters Score -125200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -125201.414062 Penalty: 2266.705566
	Iteration 32Q: 3 clusters Score -125201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -125201.414062 Penalty: 2266.705566
	Iteration 33F: 3 clusters Score -125201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -284197.531250 Penalty: 1259.334961
	Iteration 0F: 2 clusters Score -284197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -281908.093750 Penalty: 2518.669922
	Iteration 0F: 3 clusters Score -281908.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -282397.125000 Penalty: 2518.669922
	Iteration 1F: 3 clusters Score -282397.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -282534.593750 Penalty: 2518.669922
	Iteration 2F: 3 clusters Score -282534.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -282612.343750 Penalty: 2518.669922
	Iteration 3F: 3 clusters Score -282612.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -282663.468750 Penalty: 2518.669922
	Iteration 4Q: 3 clusters Score -282663.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -282701.687500 Penalty: 2518.669922
	Iteration 5Q: 3 clusters Score -282701.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -282735.156250 Penalty: 2518.669922
	Iteration 6Q: 3 clusters Score -282735.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -282767.718750 Penalty: 2518.669922
	Iteration 7Q: 3 clusters Score -282767.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -282790.937500 Penalty: 2518.669922
	Iteration 8Q: 3 clusters Score -282790.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -282805.906250 Penalty: 2518.669922
	Iteration 9Q: 3 clusters Score -282805.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -282820.687500 Penalty: 2518.669922
	Iteration 10Q: 3 clusters Score -282820.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -282833.812500 Penalty: 2518.669922
	Iteration 11Q: 3 clusters Score -282833.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -282850.187500 Penalty: 2518.669922
	Iteration 12Q: 3 clusters Score -282850.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -282868.125000 Penalty: 2518.669922
	Iteration 13Q: 3 clusters Score -282868.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -282883.906250 Penalty: 2518.669922
	Iteration 14Q: 3 clusters Score -282883.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -282902.031250 Penalty: 2518.669922
	Iteration 15Q: 3 clusters Score -282902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -282922.250000 Penalty: 2518.669922
	Iteration 16Q: 3 clusters Score -282922.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -282939.687500 Penalty: 2518.669922
	Iteration 17Q: 3 clusters Score -282939.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -282952.906250 Penalty: 2518.669922
	Iteration 18Q: 3 clusters Score -282952.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -282965.437500 Penalty: 2518.669922
	Iteration 19Q: 3 clusters Score -282965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -282976.468750 Penalty: 2518.669922
	Iteration 20F: 3 clusters Score -282976.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -282989.125000 Penalty: 2518.669922
	Iteration 21Q: 3 clusters Score -282989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -282993.875000 Penalty: 2518.669922
	Iteration 22Q: 3 clusters Score -282993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -282999.062500 Penalty: 2518.669922
	Iteration 23Q: 3 clusters Score -282999.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -283003.593750 Penalty: 2518.669922
	Iteration 24Q: 3 clusters Score -283003.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -283009.468750 Penalty: 2518.669922
	Iteration 25Q: 3 clusters Score -283009.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -283016.656250 Penalty: 2518.669922
	Iteration 26Q: 3 clusters Score -283016.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -283022.875000 Penalty: 2518.669922
	Iteration 27Q: 3 clusters Score -283022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -283027.187500 Penalty: 2518.669922
	Iteration 28Q: 3 clusters Score -283027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -283035.093750 Penalty: 2518.669922
	Iteration 29Q: 3 clusters Score -283035.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -283044.687500 Penalty: 2518.669922
	Iteration 30Q: 3 clusters Score -283044.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -283060.906250 Penalty: 2518.669922
	Iteration 31Q: 3 clusters Score -283060.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -283073.593750 Penalty: 2518.669922
	Iteration 32Q: 3 clusters Score -283073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -283083.937500 Penalty: 2518.669922
	Iteration 33Q: 3 clusters Score -283083.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -283095.312500 Penalty: 2518.669922
	Iteration 34Q: 3 clusters Score -283095.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -283106.750000 Penalty: 2518.669922
	Iteration 35Q: 3 clusters Score -283106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -283111.812500 Penalty: 2518.669922
	Iteration 36Q: 3 clusters Score -283111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -283118.687500 Penalty: 2518.669922
	Iteration 37Q: 3 clusters Score -283118.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -283123.718750 Penalty: 2518.669922
	Iteration 38Q: 3 clusters Score -283123.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -283125.406250 Penalty: 2518.669922
	Iteration 39Q: 3 clusters Score -283125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -283126.875000 Penalty: 2518.669922
	Iteration 40F: 3 clusters Score -283126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -283129.781250 Penalty: 2518.669922
	Iteration 41Q: 3 clusters Score -283129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -283131.593750 Penalty: 2518.669922
	Iteration 42Q: 3 clusters Score -283131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -283133.968750 Penalty: 2518.669922
	Iteration 43Q: 3 clusters Score -283134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -283137.593750 Penalty: 2518.669922
	Iteration 44Q: 3 clusters Score -283137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -283138.593750 Penalty: 2518.669922
	Iteration 45Q: 3 clusters Score -283138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -283139.906250 Penalty: 2518.669922
	Iteration 46Q: 3 clusters Score -283139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -283141.562500 Penalty: 2518.669922
	Iteration 47Q: 3 clusters Score -283141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -283143.281250 Penalty: 2518.669922
	Iteration 48Q: 3 clusters Score -283143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -283144.968750 Penalty: 2518.669922
	Iteration 49Q: 3 clusters Score -283145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -283144.968750 Penalty: 2518.669922
	Iteration 50F: 3 clusters Score -283145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Entering Unmasked Estep 
Score: -2231529.000000 Penalty: 1581.814087
	Iteration 0F: 2 clusters Score -2231529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2220034.250000 Penalty: 3163.628174
	Iteration 0F: 3 clusters Score -2220034 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2224039.500000 Penalty: 3163.628174
	Iteration 1F: 3 clusters Score -2224040 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2224355.750000 Penalty: 3163.628174
	Iteration 2F: 3 clusters Score -2224356 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2224692.500000 Penalty: 3163.628174
	Iteration 3Q: 3 clusters Score -2224692 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2225019.750000 Penalty: 3163.628174
	Iteration 4Q: 3 clusters Score -2225020 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2225355.750000 Penalty: 3163.628174
	Iteration 5Q: 3 clusters Score -2225356 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2225698.500000 Penalty: 3163.628174
	Iteration 6Q: 3 clusters Score -2225698 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2226062.500000 Penalty: 3163.628174
	Iteration 7Q: 3 clusters Score -2226062 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2226480.250000 Penalty: 3163.628174
	Iteration 8Q: 3 clusters Score -2226480 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2226899.500000 Penalty: 3163.628174
	Iteration 9Q: 3 clusters Score -2226900 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2227375.500000 Penalty: 3163.628174
	Iteration 10Q: 3 clusters Score -2227376 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2227838.000000 Penalty: 3163.628174
	Iteration 11Q: 3 clusters Score -2227838 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2228206.000000 Penalty: 3163.628174
	Iteration 12Q: 3 clusters Score -2228206 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2228536.750000 Penalty: 3163.628174
	Iteration 13Q: 3 clusters Score -2228537 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2228819.500000 Penalty: 3163.628174
	Iteration 14Q: 3 clusters Score -2228820 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2229071.250000 Penalty: 3163.628174
	Iteration 15Q: 3 clusters Score -2229071 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2229319.250000 Penalty: 3163.628174
	Iteration 16Q: 3 clusters Score -2229319 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2229564.000000 Penalty: 3163.628174
	Iteration 17Q: 3 clusters Score -2229564 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2229749.250000 Penalty: 3163.628174
	Iteration 18Q: 3 clusters Score -2229749 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2229875.000000 Penalty: 3163.628174
	Iteration 19Q: 3 clusters Score -2229875 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2229961.250000 Penalty: 3163.628174
	Iteration 20F: 3 clusters Score -2229961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2230023.500000 Penalty: 3163.628174
	Iteration 21Q: 3 clusters Score -2230024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2230076.750000 Penalty: 3163.628174
	Iteration 22Q: 3 clusters Score -2230077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2230123.750000 Penalty: 3163.628174
	Iteration 23Q: 3 clusters Score -2230124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2230142.500000 Penalty: 3163.628174
	Iteration 24Q: 3 clusters Score -2230142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2230155.500000 Penalty: 3163.628174
	Iteration 25Q: 3 clusters Score -2230156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2230163.000000 Penalty: 3163.628174
	Iteration 26Q: 3 clusters Score -2230163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2230169.750000 Penalty: 3163.628174
	Iteration 27Q: 3 clusters Score -2230170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2230176.750000 Penalty: 3163.628174
	Iteration 28Q: 3 clusters Score -2230177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2230181.250000 Penalty: 3163.628174
	Iteration 29Q: 3 clusters Score -2230181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2230178.500000 Penalty: 3163.628174
	Iteration 30Q: 3 clusters Score -2230178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2230180.750000 Penalty: 3163.628174
	Iteration 31Q: 3 clusters Score -2230181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2230181.000000 Penalty: 3163.628174
	Iteration 32Q: 3 clusters Score -2230181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2230183.500000 Penalty: 3163.628174
	Iteration 33Q: 3 clusters Score -2230184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2230183.500000 Penalty: 3163.628174
	Iteration 34F: 3 clusters Score -2230184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -41345.945312 Penalty: 971.979797
	Iteration 0F: 2 clusters Score -41345.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40516.261719 Penalty: 1943.959595
	Iteration 0F: 3 clusters Score -40516.26 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40634.144531 Penalty: 1943.959595
	Iteration 1F: 3 clusters Score -40634.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40674.976562 Penalty: 1943.959595
	Iteration 2F: 3 clusters Score -40674.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40742.765625 Penalty: 1943.959595
	Iteration 3F: 3 clusters Score -40742.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40830.925781 Penalty: 1943.959595
	Iteration 4F: 3 clusters Score -40830.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40913.167969 Penalty: 1943.959595
	Iteration 5F: 3 clusters Score -40913.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41008.464844 Penalty: 1943.959595
	Iteration 6F: 3 clusters Score -41008.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41068.566406 Penalty: 1943.959595
	Iteration 7Q: 3 clusters Score -41068.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41087.652344 Penalty: 1943.959595
	Iteration 8Q: 3 clusters Score -41087.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41101.574219 Penalty: 1943.959595
	Iteration 9Q: 3 clusters Score -41101.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41122.035156 Penalty: 1943.959595
	Iteration 10Q: 3 clusters Score -41122.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41133.777344 Penalty: 1943.959595
	Iteration 11Q: 3 clusters Score -41133.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41138.535156 Penalty: 1943.959595
	Iteration 12Q: 3 clusters Score -41138.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41138.535156 Penalty: 1943.959595
	Iteration 13F: 3 clusters Score -41138.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Entering Unmasked Estep 
Score: -4161627.250000 Penalty: 1683.961548
	Iteration 0F: 2 clusters Score -4161627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -4140375.750000 Penalty: 3367.923096
	Iteration 0F: 3 clusters Score -4140376 nChanged 14639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4148419.750000 Penalty: 3367.923096
	Iteration 1F: 3 clusters Score -4148420 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4148812.000000 Penalty: 3367.923096
	Iteration 2Q: 3 clusters Score -4148812 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4149213.250000 Penalty: 3367.923096
	Iteration 3Q: 3 clusters Score -4149213 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4149581.500000 Penalty: 3367.923096
	Iteration 4Q: 3 clusters Score -4149582 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4150039.000000 Penalty: 3367.923096
	Iteration 5Q: 3 clusters Score -4150039 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4150594.750000 Penalty: 3367.923096
	Iteration 6Q: 3 clusters Score -4150595 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4151260.750000 Penalty: 3367.923096
	Iteration 7Q: 3 clusters Score -4151261 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4152123.750000 Penalty: 3367.923096
	Iteration 8Q: 3 clusters Score -4152124 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4153379.500000 Penalty: 3367.923096
	Iteration 9F: 3 clusters Score -4153380 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4154785.000000 Penalty: 3367.923096
	Iteration 10F: 3 clusters Score -4154785 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4156162.250000 Penalty: 3367.923096
	Iteration 11Q: 3 clusters Score -4156162 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -4157139.250000 Penalty: 3367.923096
	Iteration 12Q: 3 clusters Score -4157139 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -4157887.000000 Penalty: 3367.923096
	Iteration 13Q: 3 clusters Score -4157887 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4158474.500000 Penalty: 3367.923096
	Iteration 14Q: 3 clusters Score -4158474 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -4158931.250000 Penalty: 3367.923096
	Iteration 15Q: 3 clusters Score -4158931 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -4159319.500000 Penalty: 3367.923096
	Iteration 16Q: 3 clusters Score -4159320 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4159612.750000 Penalty: 3367.923096
	Iteration 17Q: 3 clusters Score -4159613 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4159810.500000 Penalty: 3367.923096
	Iteration 18Q: 3 clusters Score -4159810 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4159943.750000 Penalty: 3367.923096
	Iteration 19Q: 3 clusters Score -4159944 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4160044.750000 Penalty: 3367.923096
	Iteration 20F: 3 clusters Score -4160045 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4160105.000000 Penalty: 3367.923096
	Iteration 21Q: 3 clusters Score -4160105 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -4160140.250000 Penalty: 3367.923096
	Iteration 22Q: 3 clusters Score -4160140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4160167.500000 Penalty: 3367.923096
	Iteration 23Q: 3 clusters Score -4160168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4160194.000000 Penalty: 3367.923096
	Iteration 24Q: 3 clusters Score -4160194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4160204.000000 Penalty: 3367.923096
	Iteration 25Q: 3 clusters Score -4160204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -4160221.750000 Penalty: 3367.923096
	Iteration 26Q: 3 clusters Score -4160222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4160228.250000 Penalty: 3367.923096
	Iteration 27Q: 3 clusters Score -4160228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4160233.250000 Penalty: 3367.923096
	Iteration 28Q: 3 clusters Score -4160233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4160239.500000 Penalty: 3367.923096
	Iteration 29Q: 3 clusters Score -4160240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4160240.250000 Penalty: 3367.923096
	Iteration 30Q: 3 clusters Score -4160240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4160247.000000 Penalty: 3367.923096
	Iteration 31Q: 3 clusters Score -4160247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4160246.250000 Penalty: 3367.923096
	Iteration 32Q: 3 clusters Score -4160246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4160253.250000 Penalty: 3367.923096
	Iteration 33Q: 3 clusters Score -4160253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4160256.250000 Penalty: 3367.923096
	Iteration 34Q: 3 clusters Score -4160256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4160253.500000 Penalty: 3367.923096
	Iteration 35Q: 3 clusters Score -4160254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4160253.750000 Penalty: 3367.923096
	Iteration 36Q: 3 clusters Score -4160254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4160254.000000 Penalty: 3367.923096
	Iteration 37Q: 3 clusters Score -4160254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4160251.500000 Penalty: 3367.923096
	Iteration 38Q: 3 clusters Score -4160252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4160251.500000 Penalty: 3367.923096
	Iteration 39F: 3 clusters Score -4160252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -457251.875000 Penalty: 1329.393066
	Iteration 0F: 2 clusters Score -457251.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -454189.031250 Penalty: 2658.786133
	Iteration 0F: 3 clusters Score -454189 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -455006.875000 Penalty: 2658.786133
	Iteration 1F: 3 clusters Score -455006.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -455164.718750 Penalty: 2658.786133
	Iteration 2F: 3 clusters Score -455164.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -455245.843750 Penalty: 2658.786133
	Iteration 3Q: 3 clusters Score -455245.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -455290.218750 Penalty: 2658.786133
	Iteration 4Q: 3 clusters Score -455290.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -455328.062500 Penalty: 2658.786133
	Iteration 5Q: 3 clusters Score -455328.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -455351.843750 Penalty: 2658.786133
	Iteration 6Q: 3 clusters Score -455351.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -455373.375000 Penalty: 2658.786133
	Iteration 7Q: 3 clusters Score -455373.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -455393.187500 Penalty: 2658.786133
	Iteration 8Q: 3 clusters Score -455393.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -455414.093750 Penalty: 2658.786133
	Iteration 9Q: 3 clusters Score -455414.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -455433.687500 Penalty: 2658.786133
	Iteration 10Q: 3 clusters Score -455433.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -455454.312500 Penalty: 2658.786133
	Iteration 11Q: 3 clusters Score -455454.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -455476.187500 Penalty: 2658.786133
	Iteration 12Q: 3 clusters Score -455476.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -455498.437500 Penalty: 2658.786133
	Iteration 13Q: 3 clusters Score -455498.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -455518.625000 Penalty: 2658.786133
	Iteration 14Q: 3 clusters Score -455518.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -455543.656250 Penalty: 2658.786133
	Iteration 15Q: 3 clusters Score -455543.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -455574.000000 Penalty: 2658.786133
	Iteration 16Q: 3 clusters Score -455574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -455615.343750 Penalty: 2658.786133
	Iteration 17Q: 3 clusters Score -455615.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -455659.062500 Penalty: 2658.786133
	Iteration 18Q: 3 clusters Score -455659.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -455703.500000 Penalty: 2658.786133
	Iteration 19Q: 3 clusters Score -455703.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -455740.843750 Penalty: 2658.786133
	Iteration 20F: 3 clusters Score -455740.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -455780.718750 Penalty: 2658.786133
	Iteration 21Q: 3 clusters Score -455780.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -455810.437500 Penalty: 2658.786133
	Iteration 22Q: 3 clusters Score -455810.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -455841.343750 Penalty: 2658.786133
	Iteration 23Q: 3 clusters Score -455841.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -455872.593750 Penalty: 2658.786133
	Iteration 24Q: 3 clusters Score -455872.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -455895.468750 Penalty: 2658.786133
	Iteration 25Q: 3 clusters Score -455895.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -455915.843750 Penalty: 2658.786133
	Iteration 26Q: 3 clusters Score -455915.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -455933.218750 Penalty: 2658.786133
	Iteration 27Q: 3 clusters Score -455933.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -455952.406250 Penalty: 2658.786133
	Iteration 28Q: 3 clusters Score -455952.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -455971.156250 Penalty: 2658.786133
	Iteration 29Q: 3 clusters Score -455971.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -455986.187500 Penalty: 2658.786133
	Iteration 30Q: 3 clusters Score -455986.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -455998.218750 Penalty: 2658.786133
	Iteration 31Q: 3 clusters Score -455998.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -456007.437500 Penalty: 2658.786133
	Iteration 32Q: 3 clusters Score -456007.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -456013.375000 Penalty: 2658.786133
	Iteration 33Q: 3 clusters Score -456013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -456021.812500 Penalty: 2658.786133
	Iteration 34Q: 3 clusters Score -456021.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -456026.781250 Penalty: 2658.786133
	Iteration 35Q: 3 clusters Score -456026.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -456031.718750 Penalty: 2658.786133
	Iteration 36Q: 3 clusters Score -456031.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -456035.968750 Penalty: 2658.786133
	Iteration 37Q: 3 clusters Score -456036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -456035.718750 Penalty: 2658.786133
	Iteration 38Q: 3 clusters Score -456035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -456036.500000 Penalty: 2658.786133
	Iteration 39Q: 3 clusters Score -456036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -456037.468750 Penalty: 2658.786133
	Iteration 40F: 3 clusters Score -456037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -456039.156250 Penalty: 2658.786133
	Iteration 41Q: 3 clusters Score -456039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -456041.437500 Penalty: 2658.786133
	Iteration 42Q: 3 clusters Score -456041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -456043.875000 Penalty: 2658.786133
	Iteration 43Q: 3 clusters Score -456043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -456046.062500 Penalty: 2658.786133
	Iteration 44Q: 3 clusters Score -456046.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -456047.843750 Penalty: 2658.786133
	Iteration 45Q: 3 clusters Score -456047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -456048.781250 Penalty: 2658.786133
	Iteration 46Q: 3 clusters Score -456048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -456049.031250 Penalty: 2658.786133
	Iteration 47Q: 3 clusters Score -456049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -456049.250000 Penalty: 2658.786133
	Iteration 48Q: 3 clusters Score -456049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -456049.968750 Penalty: 2658.786133
	Iteration 49Q: 3 clusters Score -456050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -456049.968750 Penalty: 2658.786133
	Iteration 50F: 3 clusters Score -456050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 67208 members 
Mstep: Class 5 contains 86256 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 63737 members 
Mstep: Class 8 contains 12197 members 
Mstep: Class 9 contains 8727 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 54281 members 
Mstep: Class 12 contains 27765 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31661 members 
Mstep: Class 20 contains 3572 members 
Entering Unmasked Estep 
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Iteration 119Q: 20 clusters Score -5.393538e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15581 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 66727 members 
Mstep: Class 5 contains 86716 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 63587 members 
Mstep: Class 8 contains 12110 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 54228 members 
Mstep: Class 12 contains 27966 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 6041 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31637 members 
Mstep: Class 20 contains 3497 members 
Entering Unmasked Estep 
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Iteration 120F: 20 clusters Score -5.393616e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15575 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 66120 members 
Mstep: Class 5 contains 87064 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 63462 members 
Mstep: Class 8 contains 12058 members 
Mstep: Class 9 contains 9764 members 
Mstep: Class 10 contains 12023 members 
Mstep: Class 11 contains 54184 members 
Mstep: Class 12 contains 28045 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 1929 members 
Mstep: Class 15 contains 16923 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 19 contains 31587 members 
Mstep: Class 20 contains 3419 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -5.393656e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15566 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 65578 members 
Mstep: Class 5 contains 87422 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 63352 members 
Mstep: Class 8 contains 12033 members 
Mstep: Class 9 contains 10171 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 54152 members 
Mstep: Class 12 contains 28095 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 16923 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 19 contains 31562 members 
Mstep: Class 20 contains 3340 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -5.393682e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15566 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 65034 members 
Mstep: Class 5 contains 87839 members 
Mstep: Class 6 contains 6350 members 
Mstep: Class 7 contains 63298 members 
Mstep: Class 8 contains 12009 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 12006 members 
Mstep: Class 11 contains 54134 members 
Mstep: Class 12 contains 28129 members 
Mstep: Class 13 contains 1071 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 16926 members 
Mstep: Class 16 contains 6523 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 19 contains 31545 members 
Mstep: Class 20 contains 3259 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -5.393714e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15568 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 64566 members 
Mstep: Class 5 contains 88209 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 63257 members 
Mstep: Class 8 contains 11995 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 11999 members 
Mstep: Class 11 contains 54145 members 
Mstep: Class 12 contains 28154 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 15 contains 16931 members 
Mstep: Class 16 contains 6578 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 19 contains 31538 members 
Mstep: Class 20 contains 3194 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -5.39374e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15571 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 64169 members 
Mstep: Class 5 contains 88534 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 63212 members 
Mstep: Class 8 contains 11975 members 
Mstep: Class 9 contains 10760 members 
Mstep: Class 10 contains 11989 members 
Mstep: Class 11 contains 54143 members 
Mstep: Class 12 contains 28187 members 
Mstep: Class 13 contains 1056 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 15 contains 16932 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 19 contains 31533 members 
Mstep: Class 20 contains 3139 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -5.393762e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15574 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 63787 members 
Mstep: Class 5 contains 88848 members 
Mstep: Class 6 contains 6445 members 
Mstep: Class 7 contains 63183 members 
Mstep: Class 8 contains 11950 members 
Mstep: Class 9 contains 10871 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 54142 members 
Mstep: Class 12 contains 28224 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 15 contains 16932 members 
Mstep: Class 16 contains 6653 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 19 contains 31529 members 
Mstep: Class 20 contains 3082 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -5.393771e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15572 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 63410 members 
Mstep: Class 5 contains 89158 members 
Mstep: Class 6 contains 6466 members 
Mstep: Class 7 contains 63158 members 
Mstep: Class 8 contains 11931 members 
Mstep: Class 9 contains 10962 members 
Mstep: Class 10 contains 11986 members 
Mstep: Class 11 contains 54140 members 
Mstep: Class 12 contains 28256 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 6683 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 19 contains 31528 members 
Mstep: Class 20 contains 3038 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -5.393773e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15574 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 63051 members 
Mstep: Class 5 contains 89473 members 
Mstep: Class 6 contains 6488 members 
Mstep: Class 7 contains 63145 members 
Mstep: Class 8 contains 11924 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 54150 members 
Mstep: Class 12 contains 28273 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 1517 members 
Mstep: Class 15 contains 16941 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 388 members 
Mstep: Class 19 contains 31523 members 
Mstep: Class 20 contains 2977 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -5.393761e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 15578 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 62699 members 
Mstep: Class 5 contains 89803 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 7 contains 63139 members 
Mstep: Class 8 contains 11916 members 
Mstep: Class 9 contains 11098 members 
Mstep: Class 10 contains 11975 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 28282 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 16943 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 388 members 
Mstep: Class 19 contains 31514 members 
Mstep: Class 20 contains 2932 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -5.393759e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15580 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 62399 members 
Mstep: Class 5 contains 90062 members 
Mstep: Class 6 contains 6538 members 
Mstep: Class 7 contains 63134 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 11133 members 
Mstep: Class 10 contains 11973 members 
Mstep: Class 11 contains 54161 members 
Mstep: Class 12 contains 28296 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 16946 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 387 members 
Mstep: Class 19 contains 31515 members 
Mstep: Class 20 contains 2886 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -5.393773e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15582 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 62147 members 
Mstep: Class 5 contains 90283 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 63125 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 11973 members 
Mstep: Class 11 contains 54167 members 
Mstep: Class 12 contains 28318 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16950 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 19 contains 31507 members 
Mstep: Class 20 contains 2859 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -5.39378e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15587 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61940 members 
Mstep: Class 5 contains 90453 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 63117 members 
Mstep: Class 8 contains 11909 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 11974 members 
Mstep: Class 11 contains 54172 members 
Mstep: Class 12 contains 28323 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 16950 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 19 contains 31500 members 
Mstep: Class 20 contains 2839 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -5.393792e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15588 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61770 members 
Mstep: Class 5 contains 90602 members 
Mstep: Class 6 contains 6610 members 
Mstep: Class 7 contains 63116 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 11971 members 
Mstep: Class 11 contains 54174 members 
Mstep: Class 12 contains 28331 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 19 contains 31493 members 
Mstep: Class 20 contains 2815 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -5.393811e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15588 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61630 members 
Mstep: Class 5 contains 90717 members 
Mstep: Class 6 contains 6640 members 
Mstep: Class 7 contains 63116 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 9 contains 11265 members 
Mstep: Class 10 contains 11971 members 
Mstep: Class 11 contains 54172 members 
Mstep: Class 12 contains 28354 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 19 contains 31489 members 
Mstep: Class 20 contains 2777 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -5.393812e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15592 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61547 members 
Mstep: Class 5 contains 90783 members 
Mstep: Class 6 contains 6669 members 
Mstep: Class 7 contains 63116 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 9 contains 11301 members 
Mstep: Class 10 contains 11968 members 
Mstep: Class 11 contains 54176 members 
Mstep: Class 12 contains 28363 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 19 contains 31488 members 
Mstep: Class 20 contains 2742 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -5.393824e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15592 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61530 members 
Mstep: Class 5 contains 90787 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 63112 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 11969 members 
Mstep: Class 11 contains 54181 members 
Mstep: Class 12 contains 28378 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 19 contains 31488 members 
Mstep: Class 20 contains 2713 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -5.393838e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15591 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61539 members 
Mstep: Class 5 contains 90765 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 63112 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 11360 members 
Mstep: Class 10 contains 11970 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 28393 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 6601 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 19 contains 31484 members 
Mstep: Class 20 contains 2692 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -5.393849e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15591 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61618 members 
Mstep: Class 5 contains 90682 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 63115 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 11381 members 
Mstep: Class 10 contains 11971 members 
Mstep: Class 11 contains 54187 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 16962 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31478 members 
Mstep: Class 20 contains 2669 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -5.393846e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15590 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61747 members 
Mstep: Class 5 contains 90558 members 
Mstep: Class 6 contains 6724 members 
Mstep: Class 7 contains 63117 members 
Mstep: Class 8 contains 11909 members 
Mstep: Class 9 contains 11410 members 
Mstep: Class 10 contains 11972 members 
Mstep: Class 11 contains 54192 members 
Mstep: Class 12 contains 28400 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31478 members 
Mstep: Class 20 contains 2644 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -5.393858e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15594 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61870 members 
Mstep: Class 5 contains 90438 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 63125 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 11437 members 
Mstep: Class 10 contains 11971 members 
Mstep: Class 11 contains 54198 members 
Mstep: Class 12 contains 28399 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31481 members 
Mstep: Class 20 contains 2610 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -5.393856e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 61981 members 
Mstep: Class 5 contains 90325 members 
Mstep: Class 6 contains 6746 members 
Mstep: Class 7 contains 63135 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 54200 members 
Mstep: Class 12 contains 28417 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 6520 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31476 members 
Mstep: Class 20 contains 2581 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -5.393863e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15600 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 62122 members 
Mstep: Class 5 contains 90172 members 
Mstep: Class 6 contains 6761 members 
Mstep: Class 7 contains 63151 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 11476 members 
Mstep: Class 10 contains 11959 members 
Mstep: Class 11 contains 54204 members 
Mstep: Class 12 contains 28430 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 6511 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31474 members 
Mstep: Class 20 contains 2547 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -5.393877e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15601 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 62305 members 
Mstep: Class 5 contains 89985 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 63156 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 11959 members 
Mstep: Class 11 contains 54197 members 
Mstep: Class 12 contains 28441 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16959 members 
Mstep: Class 16 contains 6498 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31473 members 
Mstep: Class 20 contains 2526 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -5.393888e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15605 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 62526 members 
Mstep: Class 5 contains 89769 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 63162 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 11513 members 
Mstep: Class 10 contains 11958 members 
Mstep: Class 11 contains 54194 members 
Mstep: Class 12 contains 28436 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31472 members 
Mstep: Class 20 contains 2499 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -5.393888e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15608 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 62775 members 
Mstep: Class 5 contains 89516 members 
Mstep: Class 6 contains 6783 members 
Mstep: Class 7 contains 63167 members 
Mstep: Class 8 contains 11903 members 
Mstep: Class 9 contains 11526 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 54192 members 
Mstep: Class 12 contains 28445 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31474 members 
Mstep: Class 20 contains 2473 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -5.393898e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 63011 members 
Mstep: Class 5 contains 89267 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 63169 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 11548 members 
Mstep: Class 10 contains 11959 members 
Mstep: Class 11 contains 54190 members 
Mstep: Class 12 contains 28457 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 16967 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31474 members 
Mstep: Class 20 contains 2442 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -5.393904e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15618 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 63287 members 
Mstep: Class 5 contains 88992 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 63172 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 11960 members 
Mstep: Class 11 contains 54191 members 
Mstep: Class 12 contains 28463 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 16968 members 
Mstep: Class 16 contains 6488 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31474 members 
Mstep: Class 20 contains 2415 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -5.39391e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15619 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 63564 members 
Mstep: Class 5 contains 88727 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 63181 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 11577 members 
Mstep: Class 10 contains 11961 members 
Mstep: Class 11 contains 54186 members 
Mstep: Class 12 contains 28464 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16969 members 
Mstep: Class 16 contains 6477 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31470 members 
Mstep: Class 20 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939192.000000 Penalty: 39969.566406
Iteration 148Q: 20 clusters Score -5.393919e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 63811 members 
Mstep: Class 5 contains 88484 members 
Mstep: Class 6 contains 6789 members 
Mstep: Class 7 contains 63193 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 11960 members 
Mstep: Class 11 contains 54178 members 
Mstep: Class 12 contains 28467 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16969 members 
Mstep: Class 16 contains 6469 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31467 members 
Mstep: Class 20 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939340.000000 Penalty: 39969.566406
Iteration 149Q: 20 clusters Score -5.393934e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 63976 members 
Mstep: Class 5 contains 88321 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 63203 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 11606 members 
Mstep: Class 10 contains 11960 members 
Mstep: Class 11 contains 54169 members 
Mstep: Class 12 contains 28478 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 6466 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31464 members 
Mstep: Class 20 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939368.000000 Penalty: 39969.566406
Iteration 150Q: 20 clusters Score -5.393937e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 64158 members 
Mstep: Class 5 contains 88158 members 
Mstep: Class 6 contains 6793 members 
Mstep: Class 7 contains 63210 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 11616 members 
Mstep: Class 10 contains 11958 members 
Mstep: Class 11 contains 54165 members 
Mstep: Class 12 contains 28482 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16962 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31459 members 
Mstep: Class 20 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939552.000000 Penalty: 39969.566406
Iteration 151Q: 20 clusters Score -5.393955e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15618 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 64304 members 
Mstep: Class 5 contains 88014 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 63224 members 
Mstep: Class 8 contains 11904 members 
Mstep: Class 9 contains 11630 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 54163 members 
Mstep: Class 12 contains 28495 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31451 members 
Mstep: Class 20 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939592.000000 Penalty: 39969.566406
Iteration 152Q: 20 clusters Score -5.393959e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15617 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 64461 members 
Mstep: Class 5 contains 87866 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 63231 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 11648 members 
Mstep: Class 10 contains 11958 members 
Mstep: Class 11 contains 54164 members 
Mstep: Class 12 contains 28495 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 6447 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31448 members 
Mstep: Class 20 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939776.000000 Penalty: 39969.566406
Iteration 153Q: 20 clusters Score -5.393978e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15613 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 64644 members 
Mstep: Class 5 contains 87685 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 63236 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 11664 members 
Mstep: Class 10 contains 11956 members 
Mstep: Class 11 contains 54160 members 
Mstep: Class 12 contains 28493 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 6443 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31448 members 
Mstep: Class 20 contains 2291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939988.000000 Penalty: 39969.566406
Iteration 154Q: 20 clusters Score -5.393999e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15610 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 64806 members 
Mstep: Class 5 contains 87533 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 63241 members 
Mstep: Class 8 contains 11907 members 
Mstep: Class 9 contains 11674 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 54162 members 
Mstep: Class 12 contains 28488 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 6445 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31450 members 
Mstep: Class 20 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940156.000000 Penalty: 39969.566406
Iteration 155Q: 20 clusters Score -5.394016e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 64916 members 
Mstep: Class 5 contains 87435 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 7 contains 63245 members 
Mstep: Class 8 contains 11909 members 
Mstep: Class 9 contains 11684 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 54166 members 
Mstep: Class 12 contains 28484 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 6454 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31448 members 
Mstep: Class 20 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940296.000000 Penalty: 39969.566406
Iteration 156Q: 20 clusters Score -5.39403e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 64991 members 
Mstep: Class 5 contains 87366 members 
Mstep: Class 6 contains 6724 members 
Mstep: Class 7 contains 63253 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 11694 members 
Mstep: Class 10 contains 11958 members 
Mstep: Class 11 contains 54172 members 
Mstep: Class 12 contains 28485 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 6464 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31452 members 
Mstep: Class 20 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940500.000000 Penalty: 39969.566406
Iteration 157Q: 20 clusters Score -5.39405e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15611 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65067 members 
Mstep: Class 5 contains 87284 members 
Mstep: Class 6 contains 6714 members 
Mstep: Class 7 contains 63257 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 11707 members 
Mstep: Class 10 contains 11959 members 
Mstep: Class 11 contains 54174 members 
Mstep: Class 12 contains 28495 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 16956 members 
Mstep: Class 16 contains 6467 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31451 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940576.000000 Penalty: 39969.566406
Iteration 158Q: 20 clusters Score -5.394058e+07 nChanged 768
Entering ConstructFrom: 
Score: -53940576.000000 Penalty: 39969.566406
Entering ConstructFrom: 
Trying to split cluster 1 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -288247.062500 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -288247.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -285921.875000 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -285921.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -286667.500000 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -286667.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -287121.875000 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -287121.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -287608.250000 Penalty: 2536.249023
	Iteration 3F: 3 clusters Score -287608.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -287985.812500 Penalty: 2536.249023
	Iteration 4F: 3 clusters Score -287985.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -288164.625000 Penalty: 2536.249023
	Iteration 5F: 3 clusters Score -288164.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -288226.187500 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -288226.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -288246.031250 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -288246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -288258.281250 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -288258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288261.500000 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -288261.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -288263.625000 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -288263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288266.187500 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -288266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288267.593750 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -288267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288268.562500 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -288268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -288269.250000 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -288269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -288270.125000 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -288270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -288270.125000 Penalty: 2536.249023
	Iteration 16F: 3 clusters Score -288270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15609 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65118 members 
Mstep: Class 5 contains 87243 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 63260 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 11718 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 54178 members 
Mstep: Class 12 contains 28494 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 6466 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 31453 members 
Mstep: Class 20 contains 2213 members 
Entering Unmasked Estep 
Score: -53939860.000000 Penalty: 42073.230469
Splitting cluster 1 changes total score from -53940576.000000 to -53939860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Entering Unmasked Estep 
Score: -2065447.750000 Penalty: 1569.035522
	Iteration 0F: 2 clusters Score -2065448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2054615.875000 Penalty: 3138.071045
	Iteration 0F: 3 clusters Score -2054616 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2058337.250000 Penalty: 3138.071045
	Iteration 1F: 3 clusters Score -2058337 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2058613.000000 Penalty: 3138.071045
	Iteration 2F: 3 clusters Score -2058613 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2058864.500000 Penalty: 3138.071045
	Iteration 3Q: 3 clusters Score -2058864 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2059125.125000 Penalty: 3138.071045
	Iteration 4Q: 3 clusters Score -2059125 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2059384.375000 Penalty: 3138.071045
	Iteration 5Q: 3 clusters Score -2059384 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2059689.875000 Penalty: 3138.071045
	Iteration 6Q: 3 clusters Score -2059690 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2060087.500000 Penalty: 3138.071045
	Iteration 7Q: 3 clusters Score -2060088 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2060558.250000 Penalty: 3138.071045
	Iteration 8F: 3 clusters Score -2060558 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2061172.750000 Penalty: 3138.071045
	Iteration 9F: 3 clusters Score -2061173 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2061855.250000 Penalty: 3138.071045
	Iteration 10F: 3 clusters Score -2061855 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2062508.875000 Penalty: 3138.071045
	Iteration 11F: 3 clusters Score -2062509 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2063089.500000 Penalty: 3138.071045
	Iteration 12Q: 3 clusters Score -2063090 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2063516.625000 Penalty: 3138.071045
	Iteration 13Q: 3 clusters Score -2063517 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2063806.750000 Penalty: 3138.071045
	Iteration 14Q: 3 clusters Score -2063807 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2063975.500000 Penalty: 3138.071045
	Iteration 15Q: 3 clusters Score -2063976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2064071.625000 Penalty: 3138.071045
	Iteration 16Q: 3 clusters Score -2064072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2064128.250000 Penalty: 3138.071045
	Iteration 17Q: 3 clusters Score -2064128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2064156.625000 Penalty: 3138.071045
	Iteration 18Q: 3 clusters Score -2064157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2064173.875000 Penalty: 3138.071045
	Iteration 19Q: 3 clusters Score -2064174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2064183.375000 Penalty: 3138.071045
	Iteration 20F: 3 clusters Score -2064183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2064188.125000 Penalty: 3138.071045
	Iteration 21Q: 3 clusters Score -2064188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2064190.500000 Penalty: 3138.071045
	Iteration 22Q: 3 clusters Score -2064190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2064198.000000 Penalty: 3138.071045
	Iteration 23Q: 3 clusters Score -2064198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2064203.125000 Penalty: 3138.071045
	Iteration 24Q: 3 clusters Score -2064203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2064203.125000 Penalty: 3138.071045
	Iteration 25F: 3 clusters Score -2064203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -29186.035156 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -29186.04 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 165 members 
Entering Unmasked Estep 
Score: -28446.191406 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -28446.19 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28797.751953 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -28797.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28932.250000 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -28932.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -29036.460938 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -29036.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -29083.771484 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -29083.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -29101.818359 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -29101.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -29108.646484 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -29108.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -29108.646484 Penalty: 1858.033936
	Iteration 7F: 3 clusters Score -29108.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Entering Unmasked Estep 
Score: -8543434.000000 Penalty: 1801.142944
	Iteration 0F: 2 clusters Score -8543434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -8500491.000000 Penalty: 3602.285889
	Iteration 0F: 3 clusters Score -8500491 nChanged 30782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -8518003.000000 Penalty: 3602.285889
	Iteration 1F: 3 clusters Score -8518003 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -8518525.000000 Penalty: 3602.285889
	Iteration 2Q: 3 clusters Score -8518525 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -8519063.000000 Penalty: 3602.285889
	Iteration 3Q: 3 clusters Score -8519063 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -8519673.000000 Penalty: 3602.285889
	Iteration 4Q: 3 clusters Score -8519673 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -8520409.000000 Penalty: 3602.285889
	Iteration 5Q: 3 clusters Score -8520409 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -8521268.000000 Penalty: 3602.285889
	Iteration 6Q: 3 clusters Score -8521268 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -8522406.000000 Penalty: 3602.285889
	Iteration 7Q: 3 clusters Score -8522406 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -8523857.000000 Penalty: 3602.285889
	Iteration 8Q: 3 clusters Score -8523857 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -8525629.000000 Penalty: 3602.285889
	Iteration 9Q: 3 clusters Score -8525629 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -8527715.000000 Penalty: 3602.285889
	Iteration 10F: 3 clusters Score -8527715 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -8530216.000000 Penalty: 3602.285889
	Iteration 11F: 3 clusters Score -8530216 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -8533149.000000 Penalty: 3602.285889
	Iteration 12F: 3 clusters Score -8533149 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -8535902.000000 Penalty: 3602.285889
	Iteration 13F: 3 clusters Score -8535902 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -8538274.000000 Penalty: 3602.285889
	Iteration 14Q: 3 clusters Score -8538274 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8539794.000000 Penalty: 3602.285889
	Iteration 15Q: 3 clusters Score -8539794 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8540682.000000 Penalty: 3602.285889
	Iteration 16Q: 3 clusters Score -8540682 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8541128.000000 Penalty: 3602.285889
	Iteration 17Q: 3 clusters Score -8541128 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8541403.000000 Penalty: 3602.285889
	Iteration 18Q: 3 clusters Score -8541403 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8541630.000000 Penalty: 3602.285889
	Iteration 19Q: 3 clusters Score -8541630 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8541753.000000 Penalty: 3602.285889
	Iteration 20F: 3 clusters Score -8541753 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8541834.000000 Penalty: 3602.285889
	Iteration 21Q: 3 clusters Score -8541834 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8541895.000000 Penalty: 3602.285889
	Iteration 22Q: 3 clusters Score -8541895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8541940.000000 Penalty: 3602.285889
	Iteration 23Q: 3 clusters Score -8541940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8541970.000000 Penalty: 3602.285889
	Iteration 24Q: 3 clusters Score -8541970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8541978.000000 Penalty: 3602.285889
	Iteration 25Q: 3 clusters Score -8541978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8541997.000000 Penalty: 3602.285889
	Iteration 26Q: 3 clusters Score -8541997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8542010.000000 Penalty: 3602.285889
	Iteration 27Q: 3 clusters Score -8542010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8542020.000000 Penalty: 3602.285889
	Iteration 28Q: 3 clusters Score -8542020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8542027.000000 Penalty: 3602.285889
	Iteration 29Q: 3 clusters Score -8542027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8542034.000000 Penalty: 3602.285889
	Iteration 30Q: 3 clusters Score -8542034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8542049.000000 Penalty: 3602.285889
	Iteration 31Q: 3 clusters Score -8542049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8542060.000000 Penalty: 3602.285889
	Iteration 32Q: 3 clusters Score -8542060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8542065.000000 Penalty: 3602.285889
	Iteration 33Q: 3 clusters Score -8542065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8542061.000000 Penalty: 3602.285889
	Iteration 34Q: 3 clusters Score -8542061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8542068.000000 Penalty: 3602.285889
	Iteration 35Q: 3 clusters Score -8542068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8542060.000000 Penalty: 3602.285889
	Iteration 36Q: 3 clusters Score -8542060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8542065.000000 Penalty: 3602.285889
	Iteration 37Q: 3 clusters Score -8542065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8542078.000000 Penalty: 3602.285889
	Iteration 38Q: 3 clusters Score -8542078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8542081.000000 Penalty: 3602.285889
	Iteration 39Q: 3 clusters Score -8542081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8542087.000000 Penalty: 3602.285889
	Iteration 40F: 3 clusters Score -8542087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8542084.000000 Penalty: 3602.285889
	Iteration 41Q: 3 clusters Score -8542084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8542083.000000 Penalty: 3602.285889
	Iteration 42Q: 3 clusters Score -8542083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8542080.000000 Penalty: 3602.285889
	Iteration 43Q: 3 clusters Score -8542080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8542081.000000 Penalty: 3602.285889
	Iteration 44Q: 3 clusters Score -8542081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8542085.000000 Penalty: 3602.285889
	Iteration 45Q: 3 clusters Score -8542085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8542092.000000 Penalty: 3602.285889
	Iteration 46Q: 3 clusters Score -8542092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8542093.000000 Penalty: 3602.285889
	Iteration 47Q: 3 clusters Score -8542093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8542094.000000 Penalty: 3602.285889
	Iteration 48Q: 3 clusters Score -8542094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8542094.000000 Penalty: 3602.285889
	Iteration 49F: 3 clusters Score -8542094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (87243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Entering Unmasked Estep 
Score: -11523976.000000 Penalty: 1848.673462
	Iteration 0F: 2 clusters Score -1.152398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -11469326.000000 Penalty: 3697.346924
	Iteration 0F: 3 clusters Score -1.146933e+07 nChanged 41562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -11492993.000000 Penalty: 3697.346924
	Iteration 1F: 3 clusters Score -1.149299e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -11493618.000000 Penalty: 3697.346924
	Iteration 2Q: 3 clusters Score -1.149362e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -11494611.000000 Penalty: 3697.346924
	Iteration 3Q: 3 clusters Score -1.149461e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -11496203.000000 Penalty: 3697.346924
	Iteration 4Q: 3 clusters Score -1.14962e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -11499002.000000 Penalty: 3697.346924
	Iteration 5F: 3 clusters Score -1.1499e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -11503337.000000 Penalty: 3697.346924
	Iteration 6F: 3 clusters Score -1.150334e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -11509438.000000 Penalty: 3697.346924
	Iteration 7F: 3 clusters Score -1.150944e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78834 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -11515595.000000 Penalty: 3697.346924
	Iteration 8F: 3 clusters Score -1.15156e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -11519615.000000 Penalty: 3697.346924
	Iteration 9F: 3 clusters Score -1.151962e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11521397.000000 Penalty: 3697.346924
	Iteration 10Q: 3 clusters Score -1.15214e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11521972.000000 Penalty: 3697.346924
	Iteration 11Q: 3 clusters Score -1.152197e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -11522180.000000 Penalty: 3697.346924
	Iteration 12Q: 3 clusters Score -1.152218e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11522250.000000 Penalty: 3697.346924
	Iteration 13Q: 3 clusters Score -1.152225e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11522319.000000 Penalty: 3697.346924
	Iteration 14Q: 3 clusters Score -1.152232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11522339.000000 Penalty: 3697.346924
	Iteration 15Q: 3 clusters Score -1.152234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11522342.000000 Penalty: 3697.346924
	Iteration 16Q: 3 clusters Score -1.152234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11522351.000000 Penalty: 3697.346924
	Iteration 17Q: 3 clusters Score -1.152235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11522369.000000 Penalty: 3697.346924
	Iteration 18Q: 3 clusters Score -1.152237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11522357.000000 Penalty: 3697.346924
	Iteration 19Q: 3 clusters Score -1.152236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -11522366.000000 Penalty: 3697.346924
	Iteration 20F: 3 clusters Score -1.152237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11522380.000000 Penalty: 3697.346924
	Iteration 21Q: 3 clusters Score -1.152238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11522373.000000 Penalty: 3697.346924
	Iteration 22Q: 3 clusters Score -1.152237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11522380.000000 Penalty: 3697.346924
	Iteration 23Q: 3 clusters Score -1.152238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11522376.000000 Penalty: 3697.346924
	Iteration 24Q: 3 clusters Score -1.152238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11522385.000000 Penalty: 3697.346924
	Iteration 25Q: 3 clusters Score -1.152238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11522385.000000 Penalty: 3697.346924
	Iteration 26F: 3 clusters Score -1.152238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -883974.687500 Penalty: 1431.578369
	Iteration 0F: 2 clusters Score -883974.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -878922.625000 Penalty: 2863.156738
	Iteration 0F: 3 clusters Score -878922.6 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -880418.750000 Penalty: 2863.156738
	Iteration 1F: 3 clusters Score -880418.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -880595.500000 Penalty: 2863.156738
	Iteration 2F: 3 clusters Score -880595.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -880717.625000 Penalty: 2863.156738
	Iteration 3Q: 3 clusters Score -880717.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -880807.562500 Penalty: 2863.156738
	Iteration 4Q: 3 clusters Score -880807.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -880897.437500 Penalty: 2863.156738
	Iteration 5Q: 3 clusters Score -880897.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -881008.937500 Penalty: 2863.156738
	Iteration 6Q: 3 clusters Score -881008.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -881129.750000 Penalty: 2863.156738
	Iteration 7Q: 3 clusters Score -881129.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -881250.500000 Penalty: 2863.156738
	Iteration 8Q: 3 clusters Score -881250.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -881372.500000 Penalty: 2863.156738
	Iteration 9Q: 3 clusters Score -881372.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -881504.062500 Penalty: 2863.156738
	Iteration 10Q: 3 clusters Score -881504.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -881647.937500 Penalty: 2863.156738
	Iteration 11Q: 3 clusters Score -881647.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -881778.062500 Penalty: 2863.156738
	Iteration 12Q: 3 clusters Score -881778.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -881898.437500 Penalty: 2863.156738
	Iteration 13Q: 3 clusters Score -881898.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -881990.812500 Penalty: 2863.156738
	Iteration 14Q: 3 clusters Score -881990.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -882071.437500 Penalty: 2863.156738
	Iteration 15Q: 3 clusters Score -882071.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -882135.750000 Penalty: 2863.156738
	Iteration 16Q: 3 clusters Score -882135.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -882192.375000 Penalty: 2863.156738
	Iteration 17Q: 3 clusters Score -882192.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -882236.187500 Penalty: 2863.156738
	Iteration 18Q: 3 clusters Score -882236.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -882294.125000 Penalty: 2863.156738
	Iteration 19Q: 3 clusters Score -882294.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -882340.000000 Penalty: 2863.156738
	Iteration 20F: 3 clusters Score -882340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -882371.812500 Penalty: 2863.156738
	Iteration 21Q: 3 clusters Score -882371.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -882402.500000 Penalty: 2863.156738
	Iteration 22Q: 3 clusters Score -882402.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -882443.812500 Penalty: 2863.156738
	Iteration 23Q: 3 clusters Score -882443.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -882471.062500 Penalty: 2863.156738
	Iteration 24Q: 3 clusters Score -882471.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -882494.125000 Penalty: 2863.156738
	Iteration 25Q: 3 clusters Score -882494.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -882512.000000 Penalty: 2863.156738
	Iteration 26Q: 3 clusters Score -882512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -882530.000000 Penalty: 2863.156738
	Iteration 27Q: 3 clusters Score -882530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -882543.500000 Penalty: 2863.156738
	Iteration 28Q: 3 clusters Score -882543.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -882554.875000 Penalty: 2863.156738
	Iteration 29Q: 3 clusters Score -882554.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -882569.062500 Penalty: 2863.156738
	Iteration 30Q: 3 clusters Score -882569.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -882578.062500 Penalty: 2863.156738
	Iteration 31Q: 3 clusters Score -882578.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -882583.437500 Penalty: 2863.156738
	Iteration 32Q: 3 clusters Score -882583.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -882591.562500 Penalty: 2863.156738
	Iteration 33Q: 3 clusters Score -882591.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -882597.312500 Penalty: 2863.156738
	Iteration 34Q: 3 clusters Score -882597.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -882602.562500 Penalty: 2863.156738
	Iteration 35Q: 3 clusters Score -882602.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -882610.187500 Penalty: 2863.156738
	Iteration 36Q: 3 clusters Score -882610.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -882618.375000 Penalty: 2863.156738
	Iteration 37Q: 3 clusters Score -882618.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -882621.875000 Penalty: 2863.156738
	Iteration 38Q: 3 clusters Score -882621.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -882630.687500 Penalty: 2863.156738
	Iteration 39Q: 3 clusters Score -882630.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -882634.687500 Penalty: 2863.156738
	Iteration 40F: 3 clusters Score -882634.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -882642.812500 Penalty: 2863.156738
	Iteration 41Q: 3 clusters Score -882642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -882646.062500 Penalty: 2863.156738
	Iteration 42Q: 3 clusters Score -882646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -882648.187500 Penalty: 2863.156738
	Iteration 43Q: 3 clusters Score -882648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -882649.875000 Penalty: 2863.156738
	Iteration 44Q: 3 clusters Score -882649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -882650.000000 Penalty: 2863.156738
	Iteration 45Q: 3 clusters Score -882650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -882653.250000 Penalty: 2863.156738
	Iteration 46Q: 3 clusters Score -882653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -882655.000000 Penalty: 2863.156738
	Iteration 47Q: 3 clusters Score -882655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -882654.687500 Penalty: 2863.156738
	Iteration 48Q: 3 clusters Score -882654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -882655.937500 Penalty: 2863.156738
	Iteration 49Q: 3 clusters Score -882655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -882658.875000 Penalty: 2863.156738
	Iteration 50Q: 3 clusters Score -882658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -882659.062500 Penalty: 2863.156738
	Iteration 51Q: 3 clusters Score -882659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -882659.062500 Penalty: 2863.156738
	Iteration 52Q: 3 clusters Score -882659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -882659.125000 Penalty: 2863.156738
	Iteration 53Q: 3 clusters Score -882659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -882658.875000 Penalty: 2863.156738
	Iteration 54Q: 3 clusters Score -882658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -882660.375000 Penalty: 2863.156738
	Iteration 55Q: 3 clusters Score -882660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -882663.062500 Penalty: 2863.156738
	Iteration 56Q: 3 clusters Score -882663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -882665.937500 Penalty: 2863.156738
	Iteration 57Q: 3 clusters Score -882665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -882667.687500 Penalty: 2863.156738
	Iteration 58Q: 3 clusters Score -882667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -882668.375000 Penalty: 2863.156738
	Iteration 59Q: 3 clusters Score -882668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -882667.812500 Penalty: 2863.156738
	Iteration 60F: 3 clusters Score -882667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -882671.250000 Penalty: 2863.156738
	Iteration 61Q: 3 clusters Score -882671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -882674.687500 Penalty: 2863.156738
	Iteration 62Q: 3 clusters Score -882674.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -882679.125000 Penalty: 2863.156738
	Iteration 63Q: 3 clusters Score -882679.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -882679.812500 Penalty: 2863.156738
	Iteration 64Q: 3 clusters Score -882679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -882681.125000 Penalty: 2863.156738
	Iteration 65Q: 3 clusters Score -882681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -882683.437500 Penalty: 2863.156738
	Iteration 66Q: 3 clusters Score -882683.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -882686.312500 Penalty: 2863.156738
	Iteration 67Q: 3 clusters Score -882686.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -882689.687500 Penalty: 2863.156738
	Iteration 68Q: 3 clusters Score -882689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -882691.312500 Penalty: 2863.156738
	Iteration 69Q: 3 clusters Score -882691.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -882691.312500 Penalty: 2863.156738
	Iteration 70F: 3 clusters Score -882691.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Entering Unmasked Estep 
Score: -8347864.000000 Penalty: 1796.438965
	Iteration 0F: 2 clusters Score -8347864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -8306407.500000 Penalty: 3592.877930
	Iteration 0F: 3 clusters Score -8306408 nChanged 30010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -8323525.500000 Penalty: 3592.877930
	Iteration 1F: 3 clusters Score -8323526 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -8324069.000000 Penalty: 3592.877930
	Iteration 2Q: 3 clusters Score -8324069 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -8324672.500000 Penalty: 3592.877930
	Iteration 3Q: 3 clusters Score -8324672 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -8325588.500000 Penalty: 3592.877930
	Iteration 4Q: 3 clusters Score -8325588 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -8326666.500000 Penalty: 3592.877930
	Iteration 5Q: 3 clusters Score -8326666 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -8328331.500000 Penalty: 3592.877930
	Iteration 6F: 3 clusters Score -8328332 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -8330770.500000 Penalty: 3592.877930
	Iteration 7F: 3 clusters Score -8330770 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -8333870.000000 Penalty: 3592.877930
	Iteration 8F: 3 clusters Score -8333870 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -8337656.500000 Penalty: 3592.877930
	Iteration 9F: 3 clusters Score -8337656 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -8340886.500000 Penalty: 3592.877930
	Iteration 10F: 3 clusters Score -8340886 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8342921.000000 Penalty: 3592.877930
	Iteration 11Q: 3 clusters Score -8342921 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8343959.000000 Penalty: 3592.877930
	Iteration 12Q: 3 clusters Score -8343959 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8344597.500000 Penalty: 3592.877930
	Iteration 13Q: 3 clusters Score -8344598 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8345058.000000 Penalty: 3592.877930
	Iteration 14Q: 3 clusters Score -8345058 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8345428.000000 Penalty: 3592.877930
	Iteration 15Q: 3 clusters Score -8345428 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8345708.000000 Penalty: 3592.877930
	Iteration 16Q: 3 clusters Score -8345708 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8345945.000000 Penalty: 3592.877930
	Iteration 17Q: 3 clusters Score -8345945 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8346108.500000 Penalty: 3592.877930
	Iteration 18Q: 3 clusters Score -8346108 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8346241.500000 Penalty: 3592.877930
	Iteration 19Q: 3 clusters Score -8346242 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8346337.000000 Penalty: 3592.877930
	Iteration 20F: 3 clusters Score -8346337 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8346383.000000 Penalty: 3592.877930
	Iteration 21Q: 3 clusters Score -8346383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8346410.000000 Penalty: 3592.877930
	Iteration 22Q: 3 clusters Score -8346410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8346427.000000 Penalty: 3592.877930
	Iteration 23Q: 3 clusters Score -8346427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8346449.500000 Penalty: 3592.877930
	Iteration 24Q: 3 clusters Score -8346450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8346485.000000 Penalty: 3592.877930
	Iteration 25Q: 3 clusters Score -8346485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8346512.000000 Penalty: 3592.877930
	Iteration 26Q: 3 clusters Score -8346512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8346524.000000 Penalty: 3592.877930
	Iteration 27Q: 3 clusters Score -8346524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8346540.000000 Penalty: 3592.877930
	Iteration 28Q: 3 clusters Score -8346540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8346547.000000 Penalty: 3592.877930
	Iteration 29Q: 3 clusters Score -8346547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8346547.500000 Penalty: 3592.877930
	Iteration 30Q: 3 clusters Score -8346548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8346558.000000 Penalty: 3592.877930
	Iteration 31Q: 3 clusters Score -8346558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8346567.000000 Penalty: 3592.877930
	Iteration 32Q: 3 clusters Score -8346567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8346567.000000 Penalty: 3592.877930
	Iteration 33Q: 3 clusters Score -8346567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8346562.500000 Penalty: 3592.877930
	Iteration 34Q: 3 clusters Score -8346562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8346561.000000 Penalty: 3592.877930
	Iteration 35Q: 3 clusters Score -8346561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8346566.500000 Penalty: 3592.877930
	Iteration 36Q: 3 clusters Score -8346566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8346566.500000 Penalty: 3592.877930
	Iteration 37F: 3 clusters Score -8346566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Entering Unmasked Estep 
Score: -1494795.000000 Penalty: 1525.084229
	Iteration 0F: 2 clusters Score -1494795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1486386.875000 Penalty: 3050.168457
	Iteration 0F: 3 clusters Score -1486387 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1489200.000000 Penalty: 3050.168457
	Iteration 1F: 3 clusters Score -1489200 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1489433.375000 Penalty: 3050.168457
	Iteration 2F: 3 clusters Score -1489433 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1489615.125000 Penalty: 3050.168457
	Iteration 3Q: 3 clusters Score -1489615 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1489764.500000 Penalty: 3050.168457
	Iteration 4Q: 3 clusters Score -1489764 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1489908.875000 Penalty: 3050.168457
	Iteration 5Q: 3 clusters Score -1489909 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1490043.000000 Penalty: 3050.168457
	Iteration 6Q: 3 clusters Score -1490043 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1490154.250000 Penalty: 3050.168457
	Iteration 7Q: 3 clusters Score -1490154 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1490265.375000 Penalty: 3050.168457
	Iteration 8Q: 3 clusters Score -1490265 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1490387.375000 Penalty: 3050.168457
	Iteration 9Q: 3 clusters Score -1490387 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1490518.875000 Penalty: 3050.168457
	Iteration 10Q: 3 clusters Score -1490519 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1490664.250000 Penalty: 3050.168457
	Iteration 11Q: 3 clusters Score -1490664 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1490848.750000 Penalty: 3050.168457
	Iteration 12Q: 3 clusters Score -1490849 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1491083.250000 Penalty: 3050.168457
	Iteration 13Q: 3 clusters Score -1491083 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1491364.125000 Penalty: 3050.168457
	Iteration 14Q: 3 clusters Score -1491364 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1491693.250000 Penalty: 3050.168457
	Iteration 15Q: 3 clusters Score -1491693 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1492087.500000 Penalty: 3050.168457
	Iteration 16Q: 3 clusters Score -1492088 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1492525.500000 Penalty: 3050.168457
	Iteration 17Q: 3 clusters Score -1492526 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1492955.250000 Penalty: 3050.168457
	Iteration 18Q: 3 clusters Score -1492955 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1493353.000000 Penalty: 3050.168457
	Iteration 19Q: 3 clusters Score -1493353 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1493664.750000 Penalty: 3050.168457
	Iteration 20F: 3 clusters Score -1493665 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1493846.750000 Penalty: 3050.168457
	Iteration 21Q: 3 clusters Score -1493847 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1493954.125000 Penalty: 3050.168457
	Iteration 22Q: 3 clusters Score -1493954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1494018.125000 Penalty: 3050.168457
	Iteration 23Q: 3 clusters Score -1494018 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1494056.375000 Penalty: 3050.168457
	Iteration 24Q: 3 clusters Score -1494056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1494084.000000 Penalty: 3050.168457
	Iteration 25Q: 3 clusters Score -1494084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1494104.625000 Penalty: 3050.168457
	Iteration 26Q: 3 clusters Score -1494105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1494112.875000 Penalty: 3050.168457
	Iteration 27Q: 3 clusters Score -1494113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1494120.250000 Penalty: 3050.168457
	Iteration 28Q: 3 clusters Score -1494120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1494124.000000 Penalty: 3050.168457
	Iteration 29Q: 3 clusters Score -1494124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1494125.500000 Penalty: 3050.168457
	Iteration 30Q: 3 clusters Score -1494126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1494128.250000 Penalty: 3050.168457
	Iteration 31Q: 3 clusters Score -1494128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1494127.000000 Penalty: 3050.168457
	Iteration 32Q: 3 clusters Score -1494127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1494127.750000 Penalty: 3050.168457
	Iteration 33Q: 3 clusters Score -1494128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1494129.375000 Penalty: 3050.168457
	Iteration 34Q: 3 clusters Score -1494129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1494131.250000 Penalty: 3050.168457
	Iteration 35Q: 3 clusters Score -1494131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1494132.250000 Penalty: 3050.168457
	Iteration 36Q: 3 clusters Score -1494132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1494134.625000 Penalty: 3050.168457
	Iteration 37Q: 3 clusters Score -1494135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1494134.625000 Penalty: 3050.168457
	Iteration 38F: 3 clusters Score -1494135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Entering Unmasked Estep 
Score: -1472372.875000 Penalty: 1522.443237
	Iteration 0F: 2 clusters Score -1472373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1464013.250000 Penalty: 3044.886475
	Iteration 0F: 3 clusters Score -1464013 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1466868.625000 Penalty: 3044.886475
	Iteration 1F: 3 clusters Score -1466869 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1467162.500000 Penalty: 3044.886475
	Iteration 2F: 3 clusters Score -1467162 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1467414.375000 Penalty: 3044.886475
	Iteration 3F: 3 clusters Score -1467414 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1467653.750000 Penalty: 3044.886475
	Iteration 4Q: 3 clusters Score -1467654 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1467854.125000 Penalty: 3044.886475
	Iteration 5Q: 3 clusters Score -1467854 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1468065.250000 Penalty: 3044.886475
	Iteration 6Q: 3 clusters Score -1468065 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1468306.375000 Penalty: 3044.886475
	Iteration 7Q: 3 clusters Score -1468306 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1468616.500000 Penalty: 3044.886475
	Iteration 8Q: 3 clusters Score -1468616 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1468974.625000 Penalty: 3044.886475
	Iteration 9Q: 3 clusters Score -1468975 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1469358.250000 Penalty: 3044.886475
	Iteration 10Q: 3 clusters Score -1469358 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1469730.250000 Penalty: 3044.886475
	Iteration 11Q: 3 clusters Score -1469730 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1470003.500000 Penalty: 3044.886475
	Iteration 12Q: 3 clusters Score -1470004 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1470210.000000 Penalty: 3044.886475
	Iteration 13Q: 3 clusters Score -1470210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1470349.500000 Penalty: 3044.886475
	Iteration 14Q: 3 clusters Score -1470350 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1470454.000000 Penalty: 3044.886475
	Iteration 15Q: 3 clusters Score -1470454 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1470534.875000 Penalty: 3044.886475
	Iteration 16Q: 3 clusters Score -1470535 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1470590.250000 Penalty: 3044.886475
	Iteration 17Q: 3 clusters Score -1470590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1470635.500000 Penalty: 3044.886475
	Iteration 18Q: 3 clusters Score -1470636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1470670.250000 Penalty: 3044.886475
	Iteration 19Q: 3 clusters Score -1470670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1470704.875000 Penalty: 3044.886475
	Iteration 20F: 3 clusters Score -1470705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1470740.875000 Penalty: 3044.886475
	Iteration 21Q: 3 clusters Score -1470741 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1470774.000000 Penalty: 3044.886475
	Iteration 22Q: 3 clusters Score -1470774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1470817.625000 Penalty: 3044.886475
	Iteration 23Q: 3 clusters Score -1470818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1470846.750000 Penalty: 3044.886475
	Iteration 24Q: 3 clusters Score -1470847 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1470880.125000 Penalty: 3044.886475
	Iteration 25Q: 3 clusters Score -1470880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1470900.625000 Penalty: 3044.886475
	Iteration 26Q: 3 clusters Score -1470901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1470919.500000 Penalty: 3044.886475
	Iteration 27Q: 3 clusters Score -1470920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1470938.000000 Penalty: 3044.886475
	Iteration 28Q: 3 clusters Score -1470938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1470951.625000 Penalty: 3044.886475
	Iteration 29Q: 3 clusters Score -1470952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1470960.625000 Penalty: 3044.886475
	Iteration 30Q: 3 clusters Score -1470961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1470975.250000 Penalty: 3044.886475
	Iteration 31Q: 3 clusters Score -1470975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1470998.625000 Penalty: 3044.886475
	Iteration 32Q: 3 clusters Score -1470999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1471006.125000 Penalty: 3044.886475
	Iteration 33Q: 3 clusters Score -1471006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1471014.125000 Penalty: 3044.886475
	Iteration 34Q: 3 clusters Score -1471014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1471019.500000 Penalty: 3044.886475
	Iteration 35Q: 3 clusters Score -1471020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1471023.375000 Penalty: 3044.886475
	Iteration 36Q: 3 clusters Score -1471023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1471028.250000 Penalty: 3044.886475
	Iteration 37Q: 3 clusters Score -1471028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1471034.000000 Penalty: 3044.886475
	Iteration 38Q: 3 clusters Score -1471034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1471038.250000 Penalty: 3044.886475
	Iteration 39Q: 3 clusters Score -1471038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1471045.125000 Penalty: 3044.886475
	Iteration 40F: 3 clusters Score -1471045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1471046.750000 Penalty: 3044.886475
	Iteration 41Q: 3 clusters Score -1471047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1471052.250000 Penalty: 3044.886475
	Iteration 42Q: 3 clusters Score -1471052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1471055.125000 Penalty: 3044.886475
	Iteration 43Q: 3 clusters Score -1471055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1471058.750000 Penalty: 3044.886475
	Iteration 44Q: 3 clusters Score -1471059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1471060.625000 Penalty: 3044.886475
	Iteration 45Q: 3 clusters Score -1471061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1471061.750000 Penalty: 3044.886475
	Iteration 46Q: 3 clusters Score -1471062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1471064.375000 Penalty: 3044.886475
	Iteration 47Q: 3 clusters Score -1471064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1471064.125000 Penalty: 3044.886475
	Iteration 48Q: 3 clusters Score -1471064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1471070.000000 Penalty: 3044.886475
	Iteration 49Q: 3 clusters Score -1471070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1471070.875000 Penalty: 3044.886475
	Iteration 50Q: 3 clusters Score -1471071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1471074.500000 Penalty: 3044.886475
	Iteration 51Q: 3 clusters Score -1471074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1471074.375000 Penalty: 3044.886475
	Iteration 52Q: 3 clusters Score -1471074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1471074.375000 Penalty: 3044.886475
	Iteration 53Q: 3 clusters Score -1471074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1471074.500000 Penalty: 3044.886475
	Iteration 54Q: 3 clusters Score -1471074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1471075.500000 Penalty: 3044.886475
	Iteration 55Q: 3 clusters Score -1471076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1471077.000000 Penalty: 3044.886475
	Iteration 56Q: 3 clusters Score -1471077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1471076.250000 Penalty: 3044.886475
	Iteration 57Q: 3 clusters Score -1471076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1471076.250000 Penalty: 3044.886475
	Iteration 58F: 3 clusters Score -1471076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Entering Unmasked Estep 
Score: -1579269.000000 Penalty: 1525.656250
	Iteration 0F: 2 clusters Score -1579269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1570796.875000 Penalty: 3051.312500
	Iteration 0F: 3 clusters Score -1570797 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1573614.375000 Penalty: 3051.312500
	Iteration 1F: 3 clusters Score -1573614 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1573873.875000 Penalty: 3051.312500
	Iteration 2F: 3 clusters Score -1573874 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1574068.250000 Penalty: 3051.312500
	Iteration 3Q: 3 clusters Score -1574068 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1574275.500000 Penalty: 3051.312500
	Iteration 4Q: 3 clusters Score -1574276 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1574522.375000 Penalty: 3051.312500
	Iteration 5Q: 3 clusters Score -1574522 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1574865.125000 Penalty: 3051.312500
	Iteration 6F: 3 clusters Score -1574865 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1575263.000000 Penalty: 3051.312500
	Iteration 7F: 3 clusters Score -1575263 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1575778.500000 Penalty: 3051.312500
	Iteration 8F: 3 clusters Score -1575778 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1576301.875000 Penalty: 3051.312500
	Iteration 9F: 3 clusters Score -1576302 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1576798.000000 Penalty: 3051.312500
	Iteration 10Q: 3 clusters Score -1576798 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1577185.875000 Penalty: 3051.312500
	Iteration 11Q: 3 clusters Score -1577186 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1577440.125000 Penalty: 3051.312500
	Iteration 12Q: 3 clusters Score -1577440 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1577613.750000 Penalty: 3051.312500
	Iteration 13Q: 3 clusters Score -1577614 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1577724.250000 Penalty: 3051.312500
	Iteration 14Q: 3 clusters Score -1577724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1577798.250000 Penalty: 3051.312500
	Iteration 15Q: 3 clusters Score -1577798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1577835.125000 Penalty: 3051.312500
	Iteration 16Q: 3 clusters Score -1577835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1577857.250000 Penalty: 3051.312500
	Iteration 17Q: 3 clusters Score -1577857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1577872.000000 Penalty: 3051.312500
	Iteration 18Q: 3 clusters Score -1577872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1577891.125000 Penalty: 3051.312500
	Iteration 19Q: 3 clusters Score -1577891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1577899.250000 Penalty: 3051.312500
	Iteration 20F: 3 clusters Score -1577899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1577907.375000 Penalty: 3051.312500
	Iteration 21Q: 3 clusters Score -1577907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1577911.500000 Penalty: 3051.312500
	Iteration 22Q: 3 clusters Score -1577912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1577917.875000 Penalty: 3051.312500
	Iteration 23Q: 3 clusters Score -1577918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1577922.375000 Penalty: 3051.312500
	Iteration 24Q: 3 clusters Score -1577922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1577923.375000 Penalty: 3051.312500
	Iteration 25Q: 3 clusters Score -1577923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1577923.375000 Penalty: 3051.312500
	Iteration 26F: 3 clusters Score -1577923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Entering Unmasked Estep 
Score: -7132416.500000 Penalty: 1771.254883
	Iteration 0F: 2 clusters Score -7132416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -7096193.000000 Penalty: 3542.509766
	Iteration 0F: 3 clusters Score -7096193 nChanged 25294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -7110889.000000 Penalty: 3542.509766
	Iteration 1F: 3 clusters Score -7110889 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -7111344.500000 Penalty: 3542.509766
	Iteration 2Q: 3 clusters Score -7111344 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -7111884.000000 Penalty: 3542.509766
	Iteration 3Q: 3 clusters Score -7111884 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -7112503.000000 Penalty: 3542.509766
	Iteration 4Q: 3 clusters Score -7112503 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -7113293.000000 Penalty: 3542.509766
	Iteration 5Q: 3 clusters Score -7113293 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -7114377.500000 Penalty: 3542.509766
	Iteration 6Q: 3 clusters Score -7114378 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -7115572.500000 Penalty: 3542.509766
	Iteration 7F: 3 clusters Score -7115572 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -7116831.000000 Penalty: 3542.509766
	Iteration 8F: 3 clusters Score -7116831 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -7118068.000000 Penalty: 3542.509766
	Iteration 9F: 3 clusters Score -7118068 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -7119414.000000 Penalty: 3542.509766
	Iteration 10F: 3 clusters Score -7119414 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -7120833.500000 Penalty: 3542.509766
	Iteration 11Q: 3 clusters Score -7120834 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -7122392.500000 Penalty: 3542.509766
	Iteration 12Q: 3 clusters Score -7122392 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -7124109.000000 Penalty: 3542.509766
	Iteration 13Q: 3 clusters Score -7124109 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -7125792.000000 Penalty: 3542.509766
	Iteration 14Q: 3 clusters Score -7125792 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7127443.000000 Penalty: 3542.509766
	Iteration 15Q: 3 clusters Score -7127443 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -7128893.500000 Penalty: 3542.509766
	Iteration 16Q: 3 clusters Score -7128894 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7129878.000000 Penalty: 3542.509766
	Iteration 17Q: 3 clusters Score -7129878 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7130417.000000 Penalty: 3542.509766
	Iteration 18Q: 3 clusters Score -7130417 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7130662.500000 Penalty: 3542.509766
	Iteration 19Q: 3 clusters Score -7130662 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7130753.000000 Penalty: 3542.509766
	Iteration 20F: 3 clusters Score -7130753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7130796.000000 Penalty: 3542.509766
	Iteration 21Q: 3 clusters Score -7130796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7130825.500000 Penalty: 3542.509766
	Iteration 22Q: 3 clusters Score -7130826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7130844.500000 Penalty: 3542.509766
	Iteration 23Q: 3 clusters Score -7130844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7130850.500000 Penalty: 3542.509766
	Iteration 24Q: 3 clusters Score -7130850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7130862.000000 Penalty: 3542.509766
	Iteration 25Q: 3 clusters Score -7130862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7130871.000000 Penalty: 3542.509766
	Iteration 26Q: 3 clusters Score -7130871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7130881.000000 Penalty: 3542.509766
	Iteration 27Q: 3 clusters Score -7130881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7130886.000000 Penalty: 3542.509766
	Iteration 28Q: 3 clusters Score -7130886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7130888.500000 Penalty: 3542.509766
	Iteration 29Q: 3 clusters Score -7130888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7130890.000000 Penalty: 3542.509766
	Iteration 30Q: 3 clusters Score -7130890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7130887.000000 Penalty: 3542.509766
	Iteration 31Q: 3 clusters Score -7130887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7130887.000000 Penalty: 3542.509766
	Iteration 32F: 3 clusters Score -7130887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Entering Unmasked Estep 
Score: -3751934.000000 Penalty: 1666.835449
	Iteration 0F: 2 clusters Score -3751934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3732732.250000 Penalty: 3333.670898
	Iteration 0F: 3 clusters Score -3732732 nChanged 13061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3740013.000000 Penalty: 3333.670898
	Iteration 1F: 3 clusters Score -3740013 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3740352.000000 Penalty: 3333.670898
	Iteration 2Q: 3 clusters Score -3740352 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3740680.500000 Penalty: 3333.670898
	Iteration 3Q: 3 clusters Score -3740680 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3741041.000000 Penalty: 3333.670898
	Iteration 4Q: 3 clusters Score -3741041 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3741489.500000 Penalty: 3333.670898
	Iteration 5Q: 3 clusters Score -3741490 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3742093.500000 Penalty: 3333.670898
	Iteration 6Q: 3 clusters Score -3742094 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3743078.500000 Penalty: 3333.670898
	Iteration 7F: 3 clusters Score -3743078 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3744604.500000 Penalty: 3333.670898
	Iteration 8F: 3 clusters Score -3744604 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3746490.500000 Penalty: 3333.670898
	Iteration 9F: 3 clusters Score -3746490 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3748238.000000 Penalty: 3333.670898
	Iteration 10F: 3 clusters Score -3748238 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3749388.000000 Penalty: 3333.670898
	Iteration 11Q: 3 clusters Score -3749388 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3749952.500000 Penalty: 3333.670898
	Iteration 12Q: 3 clusters Score -3749952 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3750216.250000 Penalty: 3333.670898
	Iteration 13Q: 3 clusters Score -3750216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3750345.750000 Penalty: 3333.670898
	Iteration 14Q: 3 clusters Score -3750346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3750391.250000 Penalty: 3333.670898
	Iteration 15Q: 3 clusters Score -3750391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3750427.750000 Penalty: 3333.670898
	Iteration 16Q: 3 clusters Score -3750428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3750446.750000 Penalty: 3333.670898
	Iteration 17Q: 3 clusters Score -3750447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3750468.500000 Penalty: 3333.670898
	Iteration 18Q: 3 clusters Score -3750468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3750476.500000 Penalty: 3333.670898
	Iteration 19Q: 3 clusters Score -3750476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3750481.000000 Penalty: 3333.670898
	Iteration 20F: 3 clusters Score -3750481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3750483.250000 Penalty: 3333.670898
	Iteration 21Q: 3 clusters Score -3750483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3750486.250000 Penalty: 3333.670898
	Iteration 22Q: 3 clusters Score -3750486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3750486.250000 Penalty: 3333.670898
	Iteration 23F: 3 clusters Score -3750486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -123162.093750 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -123162.1 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 536 members 
Entering Unmasked Estep 
Score: -121746.304688 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -121746.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122015.132812 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -122015.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122094.679688 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -122094.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -122119.351562 Penalty: 2259.636963
	Iteration 3Q: 3 clusters Score -122119.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122140.468750 Penalty: 2259.636963
	Iteration 4Q: 3 clusters Score -122140.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122151.312500 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -122151.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122162.156250 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -122162.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122177.726562 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -122177.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122191.695312 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -122191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122199.460938 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -122199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122206.796875 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -122206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122212.203125 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -122212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -122218.125000 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -122218.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -122226.953125 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -122227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -122239.273438 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -122239.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122251.304688 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -122251.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122263.671875 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -122263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -122276.671875 Penalty: 2259.636963
	Iteration 17Q: 3 clusters Score -122276.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122293.851562 Penalty: 2259.636963
	Iteration 18Q: 3 clusters Score -122293.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -122304.046875 Penalty: 2259.636963
	Iteration 19Q: 3 clusters Score -122304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -122314.812500 Penalty: 2259.636963
	Iteration 20F: 3 clusters Score -122314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -122323.679688 Penalty: 2259.636963
	Iteration 21Q: 3 clusters Score -122323.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -122330.992188 Penalty: 2259.636963
	Iteration 22Q: 3 clusters Score -122331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122337.156250 Penalty: 2259.636963
	Iteration 23Q: 3 clusters Score -122337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122344.140625 Penalty: 2259.636963
	Iteration 24Q: 3 clusters Score -122344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122346.867188 Penalty: 2259.636963
	Iteration 25Q: 3 clusters Score -122346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122348.953125 Penalty: 2259.636963
	Iteration 26Q: 3 clusters Score -122349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -122355.710938 Penalty: 2259.636963
	Iteration 27Q: 3 clusters Score -122355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122364.945312 Penalty: 2259.636963
	Iteration 28Q: 3 clusters Score -122364.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122369.820312 Penalty: 2259.636963
	Iteration 29Q: 3 clusters Score -122369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122371.257812 Penalty: 2259.636963
	Iteration 30Q: 3 clusters Score -122371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122371.257812 Penalty: 2259.636963
	Iteration 31F: 3 clusters Score -122371.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -180133.843750 Penalty: 1186.546143
	Iteration 0F: 2 clusters Score -180133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -178356.296875 Penalty: 2373.092285
	Iteration 0F: 3 clusters Score -178356.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178679.250000 Penalty: 2373.092285
	Iteration 1F: 3 clusters Score -178679.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -178782.593750 Penalty: 2373.092285
	Iteration 2F: 3 clusters Score -178782.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -178837.953125 Penalty: 2373.092285
	Iteration 3Q: 3 clusters Score -178838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -178869.328125 Penalty: 2373.092285
	Iteration 4Q: 3 clusters Score -178869.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -178893.203125 Penalty: 2373.092285
	Iteration 5Q: 3 clusters Score -178893.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -178905.875000 Penalty: 2373.092285
	Iteration 6Q: 3 clusters Score -178905.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -178918.828125 Penalty: 2373.092285
	Iteration 7Q: 3 clusters Score -178918.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -178931.218750 Penalty: 2373.092285
	Iteration 8Q: 3 clusters Score -178931.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -178941.718750 Penalty: 2373.092285
	Iteration 9Q: 3 clusters Score -178941.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -178947.859375 Penalty: 2373.092285
	Iteration 10Q: 3 clusters Score -178947.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -178954.968750 Penalty: 2373.092285
	Iteration 11Q: 3 clusters Score -178955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -178957.562500 Penalty: 2373.092285
	Iteration 12Q: 3 clusters Score -178957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -178958.953125 Penalty: 2373.092285
	Iteration 13Q: 3 clusters Score -178959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -178961.765625 Penalty: 2373.092285
	Iteration 14Q: 3 clusters Score -178961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -178963.921875 Penalty: 2373.092285
	Iteration 15Q: 3 clusters Score -178963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -178965.406250 Penalty: 2373.092285
	Iteration 16Q: 3 clusters Score -178965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -178966.375000 Penalty: 2373.092285
	Iteration 17Q: 3 clusters Score -178966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -178966.937500 Penalty: 2373.092285
	Iteration 18Q: 3 clusters Score -178966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -178968.703125 Penalty: 2373.092285
	Iteration 19Q: 3 clusters Score -178968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -178969.843750 Penalty: 2373.092285
	Iteration 20F: 3 clusters Score -178969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -178970.187500 Penalty: 2373.092285
	Iteration 21Q: 3 clusters Score -178970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -178973.625000 Penalty: 2373.092285
	Iteration 22Q: 3 clusters Score -178973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -178975.078125 Penalty: 2373.092285
	Iteration 23Q: 3 clusters Score -178975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -178976.187500 Penalty: 2373.092285
	Iteration 24Q: 3 clusters Score -178976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -178978.781250 Penalty: 2373.092285
	Iteration 25Q: 3 clusters Score -178978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -178979.062500 Penalty: 2373.092285
	Iteration 26Q: 3 clusters Score -178979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -178979.062500 Penalty: 2373.092285
	Iteration 27F: 3 clusters Score -178979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Entering Unmasked Estep 
Score: -2240571.500000 Penalty: 1582.505371
	Iteration 0F: 2 clusters Score -2240572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2228974.250000 Penalty: 3165.010742
	Iteration 0F: 3 clusters Score -2228974 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2233014.250000 Penalty: 3165.010742
	Iteration 1F: 3 clusters Score -2233014 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2233390.750000 Penalty: 3165.010742
	Iteration 2F: 3 clusters Score -2233391 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2233799.000000 Penalty: 3165.010742
	Iteration 3F: 3 clusters Score -2233799 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2234324.750000 Penalty: 3165.010742
	Iteration 4F: 3 clusters Score -2234325 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2235141.250000 Penalty: 3165.010742
	Iteration 5F: 3 clusters Score -2235141 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2236260.250000 Penalty: 3165.010742
	Iteration 6F: 3 clusters Score -2236260 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2237355.500000 Penalty: 3165.010742
	Iteration 7F: 3 clusters Score -2237356 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2238157.000000 Penalty: 3165.010742
	Iteration 8F: 3 clusters Score -2238157 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2238666.000000 Penalty: 3165.010742
	Iteration 9Q: 3 clusters Score -2238666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2238919.750000 Penalty: 3165.010742
	Iteration 10Q: 3 clusters Score -2238920 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2239033.500000 Penalty: 3165.010742
	Iteration 11Q: 3 clusters Score -2239034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2239093.250000 Penalty: 3165.010742
	Iteration 12Q: 3 clusters Score -2239093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2239133.250000 Penalty: 3165.010742
	Iteration 13Q: 3 clusters Score -2239133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2239160.250000 Penalty: 3165.010742
	Iteration 14Q: 3 clusters Score -2239160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2239178.250000 Penalty: 3165.010742
	Iteration 15Q: 3 clusters Score -2239178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2239185.250000 Penalty: 3165.010742
	Iteration 16Q: 3 clusters Score -2239185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2239186.250000 Penalty: 3165.010742
	Iteration 17Q: 3 clusters Score -2239186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2239186.250000 Penalty: 3165.010742
	Iteration 18F: 3 clusters Score -2239186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Entering Unmasked Estep 
Score: -814817.875000 Penalty: 1425.825806
	Iteration 0F: 2 clusters Score -814817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -809908.125000 Penalty: 2851.651611
	Iteration 0F: 3 clusters Score -809908.1 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -811401.062500 Penalty: 2851.651611
	Iteration 1F: 3 clusters Score -811401.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -811592.312500 Penalty: 2851.651611
	Iteration 2F: 3 clusters Score -811592.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -811741.875000 Penalty: 2851.651611
	Iteration 3Q: 3 clusters Score -811741.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -811854.250000 Penalty: 2851.651611
	Iteration 4Q: 3 clusters Score -811854.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -811943.312500 Penalty: 2851.651611
	Iteration 5Q: 3 clusters Score -811943.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -812004.875000 Penalty: 2851.651611
	Iteration 6Q: 3 clusters Score -812004.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -812058.937500 Penalty: 2851.651611
	Iteration 7Q: 3 clusters Score -812058.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -812116.187500 Penalty: 2851.651611
	Iteration 8Q: 3 clusters Score -812116.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -812168.875000 Penalty: 2851.651611
	Iteration 9Q: 3 clusters Score -812168.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -812224.625000 Penalty: 2851.651611
	Iteration 10Q: 3 clusters Score -812224.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -812264.062500 Penalty: 2851.651611
	Iteration 11Q: 3 clusters Score -812264.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -812305.562500 Penalty: 2851.651611
	Iteration 12Q: 3 clusters Score -812305.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -812353.000000 Penalty: 2851.651611
	Iteration 13Q: 3 clusters Score -812353 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -812404.625000 Penalty: 2851.651611
	Iteration 14Q: 3 clusters Score -812404.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -812457.812500 Penalty: 2851.651611
	Iteration 15Q: 3 clusters Score -812457.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -812522.625000 Penalty: 2851.651611
	Iteration 16Q: 3 clusters Score -812522.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -812599.437500 Penalty: 2851.651611
	Iteration 17Q: 3 clusters Score -812599.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -812681.437500 Penalty: 2851.651611
	Iteration 18Q: 3 clusters Score -812681.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -812780.750000 Penalty: 2851.651611
	Iteration 19Q: 3 clusters Score -812780.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -812880.437500 Penalty: 2851.651611
	Iteration 20F: 3 clusters Score -812880.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -812984.250000 Penalty: 2851.651611
	Iteration 21Q: 3 clusters Score -812984.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -813073.812500 Penalty: 2851.651611
	Iteration 22Q: 3 clusters Score -813073.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -813158.750000 Penalty: 2851.651611
	Iteration 23Q: 3 clusters Score -813158.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -813236.062500 Penalty: 2851.651611
	Iteration 24Q: 3 clusters Score -813236.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -813307.687500 Penalty: 2851.651611
	Iteration 25Q: 3 clusters Score -813307.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -813359.000000 Penalty: 2851.651611
	Iteration 26Q: 3 clusters Score -813359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -813401.250000 Penalty: 2851.651611
	Iteration 27Q: 3 clusters Score -813401.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -813434.750000 Penalty: 2851.651611
	Iteration 28Q: 3 clusters Score -813434.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -813469.687500 Penalty: 2851.651611
	Iteration 29Q: 3 clusters Score -813469.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -813493.500000 Penalty: 2851.651611
	Iteration 30Q: 3 clusters Score -813493.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -813514.625000 Penalty: 2851.651611
	Iteration 31Q: 3 clusters Score -813514.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -813525.375000 Penalty: 2851.651611
	Iteration 32Q: 3 clusters Score -813525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -813536.500000 Penalty: 2851.651611
	Iteration 33Q: 3 clusters Score -813536.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -813543.937500 Penalty: 2851.651611
	Iteration 34Q: 3 clusters Score -813543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -813547.687500 Penalty: 2851.651611
	Iteration 35Q: 3 clusters Score -813547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -813552.250000 Penalty: 2851.651611
	Iteration 36Q: 3 clusters Score -813552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -813557.687500 Penalty: 2851.651611
	Iteration 37Q: 3 clusters Score -813557.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -813563.187500 Penalty: 2851.651611
	Iteration 38Q: 3 clusters Score -813563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -813569.937500 Penalty: 2851.651611
	Iteration 39Q: 3 clusters Score -813569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -813575.562500 Penalty: 2851.651611
	Iteration 40F: 3 clusters Score -813575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -813578.875000 Penalty: 2851.651611
	Iteration 41Q: 3 clusters Score -813578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -813583.437500 Penalty: 2851.651611
	Iteration 42Q: 3 clusters Score -813583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -813587.687500 Penalty: 2851.651611
	Iteration 43Q: 3 clusters Score -813587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -813592.562500 Penalty: 2851.651611
	Iteration 44Q: 3 clusters Score -813592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -813595.875000 Penalty: 2851.651611
	Iteration 45Q: 3 clusters Score -813595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -813598.875000 Penalty: 2851.651611
	Iteration 46Q: 3 clusters Score -813598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -813600.875000 Penalty: 2851.651611
	Iteration 47Q: 3 clusters Score -813600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -813603.062500 Penalty: 2851.651611
	Iteration 48Q: 3 clusters Score -813603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -813602.937500 Penalty: 2851.651611
	Iteration 49Q: 3 clusters Score -813602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -813603.187500 Penalty: 2851.651611
	Iteration 50Q: 3 clusters Score -813603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -813603.187500 Penalty: 2851.651611
	Iteration 51F: 3 clusters Score -813603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -40011.351562 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -40011.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39251.343750 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -39251.34 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39678.796875 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -39678.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -39842.140625 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -39842.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -39868.238281 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -39868.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -39879.089844 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -39879.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -39886.867188 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -39886.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -39894.058594 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -39894.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -39896.988281 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -39896.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -39896.988281 Penalty: 1933.958862
	Iteration 8F: 3 clusters Score -39896.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Entering Unmasked Estep 
Score: -4135462.500000 Penalty: 1682.890625
	Iteration 0F: 2 clusters Score -4135462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4114230.000000 Penalty: 3365.781250
	Iteration 0F: 3 clusters Score -4114230 nChanged 14524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4122237.500000 Penalty: 3365.781250
	Iteration 1F: 3 clusters Score -4122238 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4122690.500000 Penalty: 3365.781250
	Iteration 2Q: 3 clusters Score -4122690 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4123198.000000 Penalty: 3365.781250
	Iteration 3Q: 3 clusters Score -4123198 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4123884.500000 Penalty: 3365.781250
	Iteration 4Q: 3 clusters Score -4123884 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4124925.250000 Penalty: 3365.781250
	Iteration 5F: 3 clusters Score -4124925 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4126506.250000 Penalty: 3365.781250
	Iteration 6F: 3 clusters Score -4126506 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4128638.250000 Penalty: 3365.781250
	Iteration 7F: 3 clusters Score -4128638 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -4130796.500000 Penalty: 3365.781250
	Iteration 8F: 3 clusters Score -4130796 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4132355.750000 Penalty: 3365.781250
	Iteration 9F: 3 clusters Score -4132356 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4133290.750000 Penalty: 3365.781250
	Iteration 10Q: 3 clusters Score -4133291 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4133724.750000 Penalty: 3365.781250
	Iteration 11Q: 3 clusters Score -4133725 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -4133893.750000 Penalty: 3365.781250
	Iteration 12Q: 3 clusters Score -4133894 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -4133971.750000 Penalty: 3365.781250
	Iteration 13Q: 3 clusters Score -4133972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4134016.750000 Penalty: 3365.781250
	Iteration 14Q: 3 clusters Score -4134017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4134049.750000 Penalty: 3365.781250
	Iteration 15Q: 3 clusters Score -4134050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4134056.750000 Penalty: 3365.781250
	Iteration 16Q: 3 clusters Score -4134057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4134070.500000 Penalty: 3365.781250
	Iteration 17Q: 3 clusters Score -4134070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4134086.000000 Penalty: 3365.781250
	Iteration 18Q: 3 clusters Score -4134086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4134104.250000 Penalty: 3365.781250
	Iteration 19Q: 3 clusters Score -4134104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4134115.250000 Penalty: 3365.781250
	Iteration 20F: 3 clusters Score -4134115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4134119.750000 Penalty: 3365.781250
	Iteration 21Q: 3 clusters Score -4134120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4134119.250000 Penalty: 3365.781250
	Iteration 22Q: 3 clusters Score -4134119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4134128.250000 Penalty: 3365.781250
	Iteration 23Q: 3 clusters Score -4134128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4134133.750000 Penalty: 3365.781250
	Iteration 24Q: 3 clusters Score -4134134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4134130.000000 Penalty: 3365.781250
	Iteration 25Q: 3 clusters Score -4134130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4134130.000000 Penalty: 3365.781250
	Iteration 26F: 3 clusters Score -4134130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -282974.468750 Penalty: 1251.592041
	Iteration 0F: 2 clusters Score -282974.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -280731.281250 Penalty: 2503.184082
	Iteration 0F: 3 clusters Score -280731.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -281238.906250 Penalty: 2503.184082
	Iteration 1F: 3 clusters Score -281238.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -281339.937500 Penalty: 2503.184082
	Iteration 2F: 3 clusters Score -281339.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -281400.781250 Penalty: 2503.184082
	Iteration 3Q: 3 clusters Score -281400.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -281442.562500 Penalty: 2503.184082
	Iteration 4Q: 3 clusters Score -281442.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -281476.000000 Penalty: 2503.184082
	Iteration 5Q: 3 clusters Score -281476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -281496.687500 Penalty: 2503.184082
	Iteration 6Q: 3 clusters Score -281496.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -281511.906250 Penalty: 2503.184082
	Iteration 7Q: 3 clusters Score -281511.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -281528.781250 Penalty: 2503.184082
	Iteration 8Q: 3 clusters Score -281528.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -281541.468750 Penalty: 2503.184082
	Iteration 9Q: 3 clusters Score -281541.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -281551.625000 Penalty: 2503.184082
	Iteration 10Q: 3 clusters Score -281551.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -281559.875000 Penalty: 2503.184082
	Iteration 11Q: 3 clusters Score -281559.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -281563.562500 Penalty: 2503.184082
	Iteration 12Q: 3 clusters Score -281563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -281568.218750 Penalty: 2503.184082
	Iteration 13Q: 3 clusters Score -281568.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -281572.375000 Penalty: 2503.184082
	Iteration 14Q: 3 clusters Score -281572.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -281575.750000 Penalty: 2503.184082
	Iteration 15Q: 3 clusters Score -281575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -281578.906250 Penalty: 2503.184082
	Iteration 16Q: 3 clusters Score -281578.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -281582.937500 Penalty: 2503.184082
	Iteration 17Q: 3 clusters Score -281582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -281585.468750 Penalty: 2503.184082
	Iteration 18Q: 3 clusters Score -281585.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -281587.500000 Penalty: 2503.184082
	Iteration 19Q: 3 clusters Score -281587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -281591.531250 Penalty: 2503.184082
	Iteration 20F: 3 clusters Score -281591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -281596.343750 Penalty: 2503.184082
	Iteration 21Q: 3 clusters Score -281596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -281598.187500 Penalty: 2503.184082
	Iteration 22Q: 3 clusters Score -281598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -281600.812500 Penalty: 2503.184082
	Iteration 23Q: 3 clusters Score -281600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -281602.968750 Penalty: 2503.184082
	Iteration 24Q: 3 clusters Score -281603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -281603.500000 Penalty: 2503.184082
	Iteration 25Q: 3 clusters Score -281603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -281603.500000 Penalty: 2503.184082
	Iteration 26F: 3 clusters Score -281603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15609 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65118 members 
Mstep: Class 5 contains 87243 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 63260 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 11718 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 54178 members 
Mstep: Class 12 contains 28494 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 6466 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31453 members 
Mstep: Class 20 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940700.000000 Penalty: 39969.566406
Iteration 159Q: 20 clusters Score -5.39407e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15608 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65190 members 
Mstep: Class 5 contains 87181 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 63266 members 
Mstep: Class 8 contains 11909 members 
Mstep: Class 9 contains 11734 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 54179 members 
Mstep: Class 12 contains 28481 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 16956 members 
Mstep: Class 16 contains 6470 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31453 members 
Mstep: Class 20 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940804.000000 Penalty: 39969.566406
Iteration 160F: 20 clusters Score -5.39408e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15608 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65219 members 
Mstep: Class 5 contains 87149 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 63268 members 
Mstep: Class 8 contains 11911 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 11953 members 
Mstep: Class 11 contains 54176 members 
Mstep: Class 12 contains 28472 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31448 members 
Mstep: Class 20 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940964.000000 Penalty: 39969.566406
Iteration 161Q: 20 clusters Score -5.394096e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15607 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65279 members 
Mstep: Class 5 contains 87080 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 63267 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 9 contains 11759 members 
Mstep: Class 10 contains 11954 members 
Mstep: Class 11 contains 54181 members 
Mstep: Class 12 contains 28465 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31447 members 
Mstep: Class 20 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940880.000000 Penalty: 39969.566406
Iteration 162Q: 20 clusters Score -5.394088e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15608 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65369 members 
Mstep: Class 5 contains 86976 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 63267 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 9 contains 11772 members 
Mstep: Class 10 contains 11950 members 
Mstep: Class 11 contains 54187 members 
Mstep: Class 12 contains 28449 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31443 members 
Mstep: Class 20 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941012.000000 Penalty: 39969.566406
Iteration 163Q: 20 clusters Score -5.394101e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15609 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65459 members 
Mstep: Class 5 contains 86876 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 63269 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 9 contains 11782 members 
Mstep: Class 10 contains 11949 members 
Mstep: Class 11 contains 54184 members 
Mstep: Class 12 contains 28440 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 16959 members 
Mstep: Class 16 contains 6511 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31438 members 
Mstep: Class 20 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940952.000000 Penalty: 39969.566406
Iteration 164Q: 20 clusters Score -5.394095e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15608 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65539 members 
Mstep: Class 5 contains 86785 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 63274 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 11791 members 
Mstep: Class 10 contains 11949 members 
Mstep: Class 11 contains 54185 members 
Mstep: Class 12 contains 28436 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 6512 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31437 members 
Mstep: Class 20 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941076.000000 Penalty: 39969.566406
Iteration 165Q: 20 clusters Score -5.394108e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15607 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65635 members 
Mstep: Class 5 contains 86683 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 7 contains 63276 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 11807 members 
Mstep: Class 10 contains 11945 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 28426 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 6511 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31433 members 
Mstep: Class 20 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941184.000000 Penalty: 39969.566406
Iteration 166Q: 20 clusters Score -5.394118e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15607 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65703 members 
Mstep: Class 5 contains 86588 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 63279 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 9 contains 11813 members 
Mstep: Class 10 contains 11944 members 
Mstep: Class 11 contains 54182 members 
Mstep: Class 12 contains 28424 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 6523 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31427 members 
Mstep: Class 20 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941136.000000 Penalty: 39969.566406
Iteration 167Q: 20 clusters Score -5.394114e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15610 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65758 members 
Mstep: Class 5 contains 86500 members 
Mstep: Class 6 contains 6721 members 
Mstep: Class 7 contains 63281 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 11828 members 
Mstep: Class 10 contains 11945 members 
Mstep: Class 11 contains 54185 members 
Mstep: Class 12 contains 28419 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 16952 members 
Mstep: Class 16 contains 6537 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31422 members 
Mstep: Class 20 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941188.000000 Penalty: 39969.566406
Iteration 168Q: 20 clusters Score -5.394119e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65840 members 
Mstep: Class 5 contains 86398 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 63286 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 11847 members 
Mstep: Class 10 contains 11946 members 
Mstep: Class 11 contains 54197 members 
Mstep: Class 12 contains 28416 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 16951 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31419 members 
Mstep: Class 20 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941160.000000 Penalty: 39969.566406
Iteration 169Q: 20 clusters Score -5.394116e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 65926 members 
Mstep: Class 5 contains 86292 members 
Mstep: Class 6 contains 6725 members 
Mstep: Class 7 contains 63285 members 
Mstep: Class 8 contains 11915 members 
Mstep: Class 9 contains 11864 members 
Mstep: Class 10 contains 11946 members 
Mstep: Class 11 contains 54208 members 
Mstep: Class 12 contains 28418 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 6527 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31416 members 
Mstep: Class 20 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941200.000000 Penalty: 39969.566406
Iteration 170Q: 20 clusters Score -5.39412e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15616 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66018 members 
Mstep: Class 5 contains 86178 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 63282 members 
Mstep: Class 8 contains 11919 members 
Mstep: Class 9 contains 11887 members 
Mstep: Class 10 contains 11948 members 
Mstep: Class 11 contains 54218 members 
Mstep: Class 12 contains 28415 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31418 members 
Mstep: Class 20 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941296.000000 Penalty: 39969.566406
Iteration 171Q: 20 clusters Score -5.39413e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15618 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66117 members 
Mstep: Class 5 contains 86069 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 63285 members 
Mstep: Class 8 contains 11919 members 
Mstep: Class 9 contains 11913 members 
Mstep: Class 10 contains 11947 members 
Mstep: Class 11 contains 54216 members 
Mstep: Class 12 contains 28404 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 6523 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31413 members 
Mstep: Class 20 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941316.000000 Penalty: 39969.566406
Iteration 172Q: 20 clusters Score -5.394132e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15622 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66224 members 
Mstep: Class 5 contains 85943 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 63283 members 
Mstep: Class 8 contains 11918 members 
Mstep: Class 9 contains 11936 members 
Mstep: Class 10 contains 11949 members 
Mstep: Class 11 contains 54219 members 
Mstep: Class 12 contains 28407 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 6523 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31406 members 
Mstep: Class 20 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941460.000000 Penalty: 39969.566406
Iteration 173Q: 20 clusters Score -5.394146e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15623 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66305 members 
Mstep: Class 5 contains 85847 members 
Mstep: Class 6 contains 6705 members 
Mstep: Class 7 contains 63283 members 
Mstep: Class 8 contains 11916 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 11948 members 
Mstep: Class 11 contains 54224 members 
Mstep: Class 12 contains 28406 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31404 members 
Mstep: Class 20 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941604.000000 Penalty: 39969.566406
Iteration 174Q: 20 clusters Score -5.39416e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15627 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66385 members 
Mstep: Class 5 contains 85740 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 63284 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 11973 members 
Mstep: Class 10 contains 11951 members 
Mstep: Class 11 contains 54223 members 
Mstep: Class 12 contains 28404 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 6522 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31405 members 
Mstep: Class 20 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941592.000000 Penalty: 39969.566406
Iteration 175Q: 20 clusters Score -5.394159e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15630 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66456 members 
Mstep: Class 5 contains 85644 members 
Mstep: Class 6 contains 6707 members 
Mstep: Class 7 contains 63282 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 11994 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 54220 members 
Mstep: Class 12 contains 28403 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 16956 members 
Mstep: Class 16 contains 6527 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31402 members 
Mstep: Class 20 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941644.000000 Penalty: 39969.566406
Iteration 176Q: 20 clusters Score -5.394164e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15634 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66494 members 
Mstep: Class 5 contains 85567 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 7 contains 63283 members 
Mstep: Class 8 contains 11918 members 
Mstep: Class 9 contains 12014 members 
Mstep: Class 10 contains 11953 members 
Mstep: Class 11 contains 54223 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 16956 members 
Mstep: Class 16 contains 6530 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31404 members 
Mstep: Class 20 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941680.000000 Penalty: 39969.566406
Iteration 177Q: 20 clusters Score -5.394168e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15641 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66521 members 
Mstep: Class 5 contains 85512 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 63293 members 
Mstep: Class 8 contains 11918 members 
Mstep: Class 9 contains 12028 members 
Mstep: Class 10 contains 11953 members 
Mstep: Class 11 contains 54222 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 16959 members 
Mstep: Class 16 contains 6535 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31404 members 
Mstep: Class 20 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941732.000000 Penalty: 39969.566406
Iteration 178Q: 20 clusters Score -5.394173e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15644 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66523 members 
Mstep: Class 5 contains 85494 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 63296 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 11956 members 
Mstep: Class 11 contains 54225 members 
Mstep: Class 12 contains 28410 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 6534 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31405 members 
Mstep: Class 20 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941816.000000 Penalty: 39969.566406
Iteration 179Q: 20 clusters Score -5.394182e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15647 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66505 members 
Mstep: Class 5 contains 85493 members 
Mstep: Class 6 contains 6731 members 
Mstep: Class 7 contains 63296 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 12057 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 54227 members 
Mstep: Class 12 contains 28406 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31410 members 
Mstep: Class 20 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941796.000000 Penalty: 39969.566406
Iteration 180F: 20 clusters Score -5.39418e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15652 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66506 members 
Mstep: Class 5 contains 85469 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 63303 members 
Mstep: Class 8 contains 11918 members 
Mstep: Class 9 contains 12070 members 
Mstep: Class 10 contains 11958 members 
Mstep: Class 11 contains 54225 members 
Mstep: Class 12 contains 28404 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 16947 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31405 members 
Mstep: Class 20 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941844.000000 Penalty: 39969.566406
Iteration 181Q: 20 clusters Score -5.394184e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15663 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66472 members 
Mstep: Class 5 contains 85481 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 63300 members 
Mstep: Class 8 contains 11918 members 
Mstep: Class 9 contains 12090 members 
Mstep: Class 10 contains 11959 members 
Mstep: Class 11 contains 54224 members 
Mstep: Class 12 contains 28406 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 16947 members 
Mstep: Class 16 contains 6537 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31395 members 
Mstep: Class 20 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941756.000000 Penalty: 39969.566406
Iteration 182Q: 20 clusters Score -5.394176e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66434 members 
Mstep: Class 5 contains 85515 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 63296 members 
Mstep: Class 8 contains 11920 members 
Mstep: Class 9 contains 12108 members 
Mstep: Class 10 contains 11962 members 
Mstep: Class 11 contains 54213 members 
Mstep: Class 12 contains 28407 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 16944 members 
Mstep: Class 16 contains 6531 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31390 members 
Mstep: Class 20 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941848.000000 Penalty: 39969.566406
Iteration 183Q: 20 clusters Score -5.394185e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66406 members 
Mstep: Class 5 contains 85521 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 63292 members 
Mstep: Class 8 contains 11921 members 
Mstep: Class 9 contains 12130 members 
Mstep: Class 10 contains 11963 members 
Mstep: Class 11 contains 54202 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 15 contains 16944 members 
Mstep: Class 16 contains 6530 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31386 members 
Mstep: Class 20 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941872.000000 Penalty: 39969.566406
Iteration 184Q: 20 clusters Score -5.394187e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66379 members 
Mstep: Class 5 contains 85527 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 63286 members 
Mstep: Class 8 contains 11920 members 
Mstep: Class 9 contains 12149 members 
Mstep: Class 10 contains 11965 members 
Mstep: Class 11 contains 54199 members 
Mstep: Class 12 contains 28413 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 16945 members 
Mstep: Class 16 contains 6524 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31387 members 
Mstep: Class 20 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941948.000000 Penalty: 39969.566406
Iteration 185Q: 20 clusters Score -5.394195e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66366 members 
Mstep: Class 5 contains 85519 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 63280 members 
Mstep: Class 8 contains 11922 members 
Mstep: Class 9 contains 12175 members 
Mstep: Class 10 contains 11966 members 
Mstep: Class 11 contains 54196 members 
Mstep: Class 12 contains 28422 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 6525 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31385 members 
Mstep: Class 20 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941952.000000 Penalty: 39969.566406
Iteration 186Q: 20 clusters Score -5.394195e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15669 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66351 members 
Mstep: Class 5 contains 85520 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 63284 members 
Mstep: Class 8 contains 11922 members 
Mstep: Class 9 contains 12201 members 
Mstep: Class 10 contains 11967 members 
Mstep: Class 11 contains 54195 members 
Mstep: Class 12 contains 28425 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 16946 members 
Mstep: Class 16 contains 6526 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31382 members 
Mstep: Class 20 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942020.000000 Penalty: 39969.566406
Iteration 187Q: 20 clusters Score -5.394202e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66321 members 
Mstep: Class 5 contains 85543 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 63286 members 
Mstep: Class 8 contains 11919 members 
Mstep: Class 9 contains 12228 members 
Mstep: Class 10 contains 11969 members 
Mstep: Class 11 contains 54197 members 
Mstep: Class 12 contains 28431 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 16944 members 
Mstep: Class 16 contains 6526 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31379 members 
Mstep: Class 20 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942096.000000 Penalty: 39969.566406
Iteration 188Q: 20 clusters Score -5.39421e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15669 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66307 members 
Mstep: Class 5 contains 85550 members 
Mstep: Class 6 contains 6723 members 
Mstep: Class 7 contains 63288 members 
Mstep: Class 8 contains 11918 members 
Mstep: Class 9 contains 12257 members 
Mstep: Class 10 contains 11967 members 
Mstep: Class 11 contains 54208 members 
Mstep: Class 12 contains 28436 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 16939 members 
Mstep: Class 16 contains 6528 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31374 members 
Mstep: Class 20 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942108.000000 Penalty: 39969.566406
Iteration 189Q: 20 clusters Score -5.394211e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66310 members 
Mstep: Class 5 contains 85548 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 63286 members 
Mstep: Class 8 contains 11918 members 
Mstep: Class 9 contains 12291 members 
Mstep: Class 10 contains 11972 members 
Mstep: Class 11 contains 54217 members 
Mstep: Class 12 contains 28431 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 16938 members 
Mstep: Class 16 contains 6528 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31367 members 
Mstep: Class 20 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942096.000000 Penalty: 39969.566406
Iteration 190Q: 20 clusters Score -5.39421e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66332 members 
Mstep: Class 5 contains 85525 members 
Mstep: Class 6 contains 6710 members 
Mstep: Class 7 contains 63289 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 11974 members 
Mstep: Class 11 contains 54217 members 
Mstep: Class 12 contains 28429 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 16936 members 
Mstep: Class 16 contains 6527 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31367 members 
Mstep: Class 20 contains 2063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942100.000000 Penalty: 39969.566406
Iteration 191Q: 20 clusters Score -5.39421e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66359 members 
Mstep: Class 5 contains 85489 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 63292 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 12328 members 
Mstep: Class 10 contains 11972 members 
Mstep: Class 11 contains 54215 members 
Mstep: Class 12 contains 28431 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 16935 members 
Mstep: Class 16 contains 6526 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31371 members 
Mstep: Class 20 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942088.000000 Penalty: 39969.566406
Iteration 192Q: 20 clusters Score -5.394209e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66371 members 
Mstep: Class 5 contains 85458 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 63294 members 
Mstep: Class 8 contains 11916 members 
Mstep: Class 9 contains 12340 members 
Mstep: Class 10 contains 11972 members 
Mstep: Class 11 contains 54215 members 
Mstep: Class 12 contains 28434 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31373 members 
Mstep: Class 20 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942032.000000 Penalty: 39969.566406
Iteration 193Q: 20 clusters Score -5.394203e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15670 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66373 members 
Mstep: Class 5 contains 85433 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 63294 members 
Mstep: Class 8 contains 11916 members 
Mstep: Class 9 contains 12352 members 
Mstep: Class 10 contains 11971 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28439 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 16932 members 
Mstep: Class 16 contains 6535 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31373 members 
Mstep: Class 20 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942064.000000 Penalty: 39969.566406
Iteration 194Q: 20 clusters Score -5.394206e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66388 members 
Mstep: Class 5 contains 85397 members 
Mstep: Class 6 contains 6723 members 
Mstep: Class 7 contains 63290 members 
Mstep: Class 8 contains 11916 members 
Mstep: Class 9 contains 12367 members 
Mstep: Class 10 contains 11970 members 
Mstep: Class 11 contains 54215 members 
Mstep: Class 12 contains 28441 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 16928 members 
Mstep: Class 16 contains 6544 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31373 members 
Mstep: Class 20 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942016.000000 Penalty: 39969.566406
Iteration 195Q: 20 clusters Score -5.394202e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15673 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66396 members 
Mstep: Class 5 contains 85373 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 63288 members 
Mstep: Class 8 contains 11915 members 
Mstep: Class 9 contains 12377 members 
Mstep: Class 10 contains 11973 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28442 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 16925 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31370 members 
Mstep: Class 20 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941988.000000 Penalty: 39969.566406
Iteration 196Q: 20 clusters Score -5.394199e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15674 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66402 members 
Mstep: Class 5 contains 85345 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 63288 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12384 members 
Mstep: Class 10 contains 11975 members 
Mstep: Class 11 contains 54216 members 
Mstep: Class 12 contains 28442 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 16925 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31368 members 
Mstep: Class 20 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942072.000000 Penalty: 39969.566406
Iteration 197Q: 20 clusters Score -5.394207e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15679 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66411 members 
Mstep: Class 5 contains 85323 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 63285 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12393 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 54217 members 
Mstep: Class 12 contains 28444 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16924 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31363 members 
Mstep: Class 20 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942124.000000 Penalty: 39969.566406
Iteration 198Q: 20 clusters Score -5.394212e+07 nChanged 128
Entering ConstructFrom: 
Score: -53942124.000000 Penalty: 39969.566406
Entering ConstructFrom: 
Trying to split cluster 1 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -288017.718750 Penalty: 1267.991821
	Iteration 0F: 2 clusters Score -288017.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -285688.250000 Penalty: 2535.983643
	Iteration 0F: 3 clusters Score -285688.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -286323.031250 Penalty: 2535.983643
	Iteration 1F: 3 clusters Score -286323 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -286596.718750 Penalty: 2535.983643
	Iteration 2F: 3 clusters Score -286596.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -286837.218750 Penalty: 2535.983643
	Iteration 3F: 3 clusters Score -286837.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -287045.718750 Penalty: 2535.983643
	Iteration 4F: 3 clusters Score -287045.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -287223.593750 Penalty: 2535.983643
	Iteration 5F: 3 clusters Score -287223.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -287330.468750 Penalty: 2535.983643
	Iteration 6Q: 3 clusters Score -287330.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -287394.593750 Penalty: 2535.983643
	Iteration 7Q: 3 clusters Score -287394.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -287443.656250 Penalty: 2535.983643
	Iteration 8Q: 3 clusters Score -287443.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -287495.656250 Penalty: 2535.983643
	Iteration 9Q: 3 clusters Score -287495.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -287554.875000 Penalty: 2535.983643
	Iteration 10Q: 3 clusters Score -287554.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -287594.000000 Penalty: 2535.983643
	Iteration 11Q: 3 clusters Score -287594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -287615.718750 Penalty: 2535.983643
	Iteration 12Q: 3 clusters Score -287615.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -287628.968750 Penalty: 2535.983643
	Iteration 13Q: 3 clusters Score -287629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -287642.562500 Penalty: 2535.983643
	Iteration 14Q: 3 clusters Score -287642.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -287651.875000 Penalty: 2535.983643
	Iteration 15Q: 3 clusters Score -287651.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -287661.687500 Penalty: 2535.983643
	Iteration 16Q: 3 clusters Score -287661.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -287670.875000 Penalty: 2535.983643
	Iteration 17Q: 3 clusters Score -287670.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -287679.218750 Penalty: 2535.983643
	Iteration 18Q: 3 clusters Score -287679.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -287686.500000 Penalty: 2535.983643
	Iteration 19Q: 3 clusters Score -287686.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -287702.250000 Penalty: 2535.983643
	Iteration 20F: 3 clusters Score -287702.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -287719.812500 Penalty: 2535.983643
	Iteration 21Q: 3 clusters Score -287719.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -287741.625000 Penalty: 2535.983643
	Iteration 22Q: 3 clusters Score -287741.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -287778.312500 Penalty: 2535.983643
	Iteration 23Q: 3 clusters Score -287778.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -287825.187500 Penalty: 2535.983643
	Iteration 24Q: 3 clusters Score -287825.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287882.937500 Penalty: 2535.983643
	Iteration 25Q: 3 clusters Score -287882.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -287929.843750 Penalty: 2535.983643
	Iteration 26Q: 3 clusters Score -287929.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -287956.656250 Penalty: 2535.983643
	Iteration 27Q: 3 clusters Score -287956.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -287972.937500 Penalty: 2535.983643
	Iteration 28Q: 3 clusters Score -287972.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -287982.718750 Penalty: 2535.983643
	Iteration 29Q: 3 clusters Score -287982.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -287988.531250 Penalty: 2535.983643
	Iteration 30Q: 3 clusters Score -287988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287992.000000 Penalty: 2535.983643
	Iteration 31Q: 3 clusters Score -287992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -287996.812500 Penalty: 2535.983643
	Iteration 32Q: 3 clusters Score -287996.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -287999.656250 Penalty: 2535.983643
	Iteration 33Q: 3 clusters Score -287999.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -288001.968750 Penalty: 2535.983643
	Iteration 34Q: 3 clusters Score -288002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288002.718750 Penalty: 2535.983643
	Iteration 35Q: 3 clusters Score -288002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -288006.468750 Penalty: 2535.983643
	Iteration 36Q: 3 clusters Score -288006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -288008.000000 Penalty: 2535.983643
	Iteration 37Q: 3 clusters Score -288008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -288009.375000 Penalty: 2535.983643
	Iteration 38Q: 3 clusters Score -288009.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -288012.375000 Penalty: 2535.983643
	Iteration 39Q: 3 clusters Score -288012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -288014.093750 Penalty: 2535.983643
	Iteration 40F: 3 clusters Score -288014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -288014.593750 Penalty: 2535.983643
	Iteration 41Q: 3 clusters Score -288014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -288014.593750 Penalty: 2535.983643
	Iteration 42F: 3 clusters Score -288014.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Entering Unmasked Estep 
Score: -2074758.250000 Penalty: 1569.793701
	Iteration 0F: 2 clusters Score -2074758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2063957.750000 Penalty: 3139.587402
	Iteration 0F: 3 clusters Score -2063958 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2067804.375000 Penalty: 3139.587402
	Iteration 1F: 3 clusters Score -2067804 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2068141.875000 Penalty: 3139.587402
	Iteration 2F: 3 clusters Score -2068142 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2068446.125000 Penalty: 3139.587402
	Iteration 3Q: 3 clusters Score -2068446 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2068720.625000 Penalty: 3139.587402
	Iteration 4Q: 3 clusters Score -2068721 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2069013.625000 Penalty: 3139.587402
	Iteration 5Q: 3 clusters Score -2069014 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2069297.750000 Penalty: 3139.587402
	Iteration 6Q: 3 clusters Score -2069298 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2069562.750000 Penalty: 3139.587402
	Iteration 7Q: 3 clusters Score -2069563 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2069848.500000 Penalty: 3139.587402
	Iteration 8Q: 3 clusters Score -2069848 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2070099.375000 Penalty: 3139.587402
	Iteration 9Q: 3 clusters Score -2070099 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2070340.250000 Penalty: 3139.587402
	Iteration 10Q: 3 clusters Score -2070340 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2070548.875000 Penalty: 3139.587402
	Iteration 11Q: 3 clusters Score -2070549 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2070693.750000 Penalty: 3139.587402
	Iteration 12Q: 3 clusters Score -2070694 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2070826.875000 Penalty: 3139.587402
	Iteration 13Q: 3 clusters Score -2070827 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2070930.000000 Penalty: 3139.587402
	Iteration 14Q: 3 clusters Score -2070930 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2071025.000000 Penalty: 3139.587402
	Iteration 15Q: 3 clusters Score -2071025 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2071115.875000 Penalty: 3139.587402
	Iteration 16Q: 3 clusters Score -2071116 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2071196.625000 Penalty: 3139.587402
	Iteration 17Q: 3 clusters Score -2071197 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2071275.000000 Penalty: 3139.587402
	Iteration 18Q: 3 clusters Score -2071275 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2071371.875000 Penalty: 3139.587402
	Iteration 19Q: 3 clusters Score -2071372 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2071503.500000 Penalty: 3139.587402
	Iteration 20F: 3 clusters Score -2071504 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2071679.500000 Penalty: 3139.587402
	Iteration 21Q: 3 clusters Score -2071680 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2071908.000000 Penalty: 3139.587402
	Iteration 22Q: 3 clusters Score -2071908 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2072172.250000 Penalty: 3139.587402
	Iteration 23Q: 3 clusters Score -2072172 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2072368.875000 Penalty: 3139.587402
	Iteration 24Q: 3 clusters Score -2072369 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2072514.625000 Penalty: 3139.587402
	Iteration 25Q: 3 clusters Score -2072515 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2072620.000000 Penalty: 3139.587402
	Iteration 26Q: 3 clusters Score -2072620 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2072693.500000 Penalty: 3139.587402
	Iteration 27Q: 3 clusters Score -2072694 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2072750.250000 Penalty: 3139.587402
	Iteration 28Q: 3 clusters Score -2072750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2072798.875000 Penalty: 3139.587402
	Iteration 29Q: 3 clusters Score -2072799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2072839.250000 Penalty: 3139.587402
	Iteration 30Q: 3 clusters Score -2072839 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2072878.750000 Penalty: 3139.587402
	Iteration 31Q: 3 clusters Score -2072879 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2072914.250000 Penalty: 3139.587402
	Iteration 32Q: 3 clusters Score -2072914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2072940.125000 Penalty: 3139.587402
	Iteration 33Q: 3 clusters Score -2072940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2072968.250000 Penalty: 3139.587402
	Iteration 34Q: 3 clusters Score -2072968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2072995.500000 Penalty: 3139.587402
	Iteration 35Q: 3 clusters Score -2072996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2073010.125000 Penalty: 3139.587402
	Iteration 36Q: 3 clusters Score -2073010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2073026.625000 Penalty: 3139.587402
	Iteration 37Q: 3 clusters Score -2073027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2073043.375000 Penalty: 3139.587402
	Iteration 38Q: 3 clusters Score -2073043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2073056.750000 Penalty: 3139.587402
	Iteration 39Q: 3 clusters Score -2073057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2073078.125000 Penalty: 3139.587402
	Iteration 40F: 3 clusters Score -2073078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2073089.500000 Penalty: 3139.587402
	Iteration 41Q: 3 clusters Score -2073090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2073102.500000 Penalty: 3139.587402
	Iteration 42Q: 3 clusters Score -2073102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2073109.375000 Penalty: 3139.587402
	Iteration 43Q: 3 clusters Score -2073109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2073122.250000 Penalty: 3139.587402
	Iteration 44Q: 3 clusters Score -2073122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2073137.000000 Penalty: 3139.587402
	Iteration 45Q: 3 clusters Score -2073137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2073159.750000 Penalty: 3139.587402
	Iteration 46Q: 3 clusters Score -2073160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2073183.500000 Penalty: 3139.587402
	Iteration 47Q: 3 clusters Score -2073184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2073197.000000 Penalty: 3139.587402
	Iteration 48Q: 3 clusters Score -2073197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2073214.875000 Penalty: 3139.587402
	Iteration 49Q: 3 clusters Score -2073215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2073221.500000 Penalty: 3139.587402
	Iteration 50Q: 3 clusters Score -2073222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2073233.125000 Penalty: 3139.587402
	Iteration 51Q: 3 clusters Score -2073233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2073242.875000 Penalty: 3139.587402
	Iteration 52Q: 3 clusters Score -2073243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2073254.750000 Penalty: 3139.587402
	Iteration 53Q: 3 clusters Score -2073255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2073265.250000 Penalty: 3139.587402
	Iteration 54Q: 3 clusters Score -2073265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2073271.375000 Penalty: 3139.587402
	Iteration 55Q: 3 clusters Score -2073271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2073278.000000 Penalty: 3139.587402
	Iteration 56Q: 3 clusters Score -2073278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2073286.750000 Penalty: 3139.587402
	Iteration 57Q: 3 clusters Score -2073287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2073298.375000 Penalty: 3139.587402
	Iteration 58Q: 3 clusters Score -2073298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2073308.250000 Penalty: 3139.587402
	Iteration 59Q: 3 clusters Score -2073308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2073309.750000 Penalty: 3139.587402
	Iteration 60F: 3 clusters Score -2073310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2073314.750000 Penalty: 3139.587402
	Iteration 61Q: 3 clusters Score -2073315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2073326.375000 Penalty: 3139.587402
	Iteration 62Q: 3 clusters Score -2073326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2073334.250000 Penalty: 3139.587402
	Iteration 63Q: 3 clusters Score -2073334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2073346.125000 Penalty: 3139.587402
	Iteration 64Q: 3 clusters Score -2073346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2073352.625000 Penalty: 3139.587402
	Iteration 65Q: 3 clusters Score -2073353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2073357.250000 Penalty: 3139.587402
	Iteration 66Q: 3 clusters Score -2073357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2073361.250000 Penalty: 3139.587402
	Iteration 67Q: 3 clusters Score -2073361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2073360.375000 Penalty: 3139.587402
	Iteration 68Q: 3 clusters Score -2073360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2073361.500000 Penalty: 3139.587402
	Iteration 69Q: 3 clusters Score -2073362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2073365.375000 Penalty: 3139.587402
	Iteration 70Q: 3 clusters Score -2073365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2073369.375000 Penalty: 3139.587402
	Iteration 71Q: 3 clusters Score -2073369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2073373.250000 Penalty: 3139.587402
	Iteration 72Q: 3 clusters Score -2073373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2073374.625000 Penalty: 3139.587402
	Iteration 73Q: 3 clusters Score -2073375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2073378.500000 Penalty: 3139.587402
	Iteration 74Q: 3 clusters Score -2073378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2073379.500000 Penalty: 3139.587402
	Iteration 75Q: 3 clusters Score -2073380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2073380.625000 Penalty: 3139.587402
	Iteration 76Q: 3 clusters Score -2073381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2073380.000000 Penalty: 3139.587402
	Iteration 77Q: 3 clusters Score -2073380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2073380.000000 Penalty: 3139.587402
	Iteration 78F: 3 clusters Score -2073380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -29186.035156 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -29186.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28474.275391 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -28474.28 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28667.468750 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -28667.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28731.498047 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -28731.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28753.236328 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -28753.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28761.669922 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -28761.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28765.599609 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -28765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28765.599609 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -28765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Entering Unmasked Estep 
Score: -8725121.000000 Penalty: 1804.369751
	Iteration 0F: 2 clusters Score -8725121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -8681570.000000 Penalty: 3608.739502
	Iteration 0F: 3 clusters Score -8681570 nChanged 31435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -8699643.000000 Penalty: 3608.739502
	Iteration 1F: 3 clusters Score -8699643 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -8700337.000000 Penalty: 3608.739502
	Iteration 2Q: 3 clusters Score -8700337 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -8701375.000000 Penalty: 3608.739502
	Iteration 3Q: 3 clusters Score -8701375 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -8702774.000000 Penalty: 3608.739502
	Iteration 4Q: 3 clusters Score -8702774 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -8704959.000000 Penalty: 3608.739502
	Iteration 5F: 3 clusters Score -8704959 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -8708171.000000 Penalty: 3608.739502
	Iteration 6F: 3 clusters Score -8708171 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -8712438.000000 Penalty: 3608.739502
	Iteration 7F: 3 clusters Score -8712438 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -8716302.000000 Penalty: 3608.739502
	Iteration 8F: 3 clusters Score -8716302 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -8719046.000000 Penalty: 3608.739502
	Iteration 9Q: 3 clusters Score -8719046 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -8720789.000000 Penalty: 3608.739502
	Iteration 10Q: 3 clusters Score -8720789 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -8721720.000000 Penalty: 3608.739502
	Iteration 11Q: 3 clusters Score -8721720 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -8722292.000000 Penalty: 3608.739502
	Iteration 12Q: 3 clusters Score -8722292 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -8722622.000000 Penalty: 3608.739502
	Iteration 13Q: 3 clusters Score -8722622 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -8722866.000000 Penalty: 3608.739502
	Iteration 14Q: 3 clusters Score -8722866 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -8723073.000000 Penalty: 3608.739502
	Iteration 15Q: 3 clusters Score -8723073 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -8723275.000000 Penalty: 3608.739502
	Iteration 16Q: 3 clusters Score -8723275 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -8723401.000000 Penalty: 3608.739502
	Iteration 17Q: 3 clusters Score -8723401 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -8723482.000000 Penalty: 3608.739502
	Iteration 18Q: 3 clusters Score -8723482 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -8723525.000000 Penalty: 3608.739502
	Iteration 19Q: 3 clusters Score -8723525 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -8723557.000000 Penalty: 3608.739502
	Iteration 20F: 3 clusters Score -8723557 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -8723592.000000 Penalty: 3608.739502
	Iteration 21Q: 3 clusters Score -8723592 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -8723622.000000 Penalty: 3608.739502
	Iteration 22Q: 3 clusters Score -8723622 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -8723650.000000 Penalty: 3608.739502
	Iteration 23Q: 3 clusters Score -8723650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -8723691.000000 Penalty: 3608.739502
	Iteration 24Q: 3 clusters Score -8723691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -8723704.000000 Penalty: 3608.739502
	Iteration 25Q: 3 clusters Score -8723704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -8723707.000000 Penalty: 3608.739502
	Iteration 26Q: 3 clusters Score -8723707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -8723726.000000 Penalty: 3608.739502
	Iteration 27Q: 3 clusters Score -8723726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -8723728.000000 Penalty: 3608.739502
	Iteration 28Q: 3 clusters Score -8723728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -8723734.000000 Penalty: 3608.739502
	Iteration 29Q: 3 clusters Score -8723734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -8723727.000000 Penalty: 3608.739502
	Iteration 30Q: 3 clusters Score -8723727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -8723739.000000 Penalty: 3608.739502
	Iteration 31Q: 3 clusters Score -8723739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -8723748.000000 Penalty: 3608.739502
	Iteration 32Q: 3 clusters Score -8723748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -8723751.000000 Penalty: 3608.739502
	Iteration 33Q: 3 clusters Score -8723751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -8723763.000000 Penalty: 3608.739502
	Iteration 34Q: 3 clusters Score -8723763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -8723766.000000 Penalty: 3608.739502
	Iteration 35Q: 3 clusters Score -8723766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -8723771.000000 Penalty: 3608.739502
	Iteration 36Q: 3 clusters Score -8723771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -8723778.000000 Penalty: 3608.739502
	Iteration 37Q: 3 clusters Score -8723778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -8723784.000000 Penalty: 3608.739502
	Iteration 38Q: 3 clusters Score -8723784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -8723784.000000 Penalty: 3608.739502
	Iteration 39Q: 3 clusters Score -8723784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -8723791.000000 Penalty: 3608.739502
	Iteration 40F: 3 clusters Score -8723791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -8723800.000000 Penalty: 3608.739502
	Iteration 41Q: 3 clusters Score -8723800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -8723803.000000 Penalty: 3608.739502
	Iteration 42Q: 3 clusters Score -8723803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -8723798.000000 Penalty: 3608.739502
	Iteration 43Q: 3 clusters Score -8723798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -8723796.000000 Penalty: 3608.739502
	Iteration 44Q: 3 clusters Score -8723796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -8723797.000000 Penalty: 3608.739502
	Iteration 45Q: 3 clusters Score -8723797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -8723795.000000 Penalty: 3608.739502
	Iteration 46Q: 3 clusters Score -8723795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -8723798.000000 Penalty: 3608.739502
	Iteration 47Q: 3 clusters Score -8723798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -8723802.000000 Penalty: 3608.739502
	Iteration 48Q: 3 clusters Score -8723802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -8723802.000000 Penalty: 3608.739502
	Iteration 49Q: 3 clusters Score -8723802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -8723807.000000 Penalty: 3608.739502
	Iteration 50Q: 3 clusters Score -8723807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -8723808.000000 Penalty: 3608.739502
	Iteration 51Q: 3 clusters Score -8723808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -8723808.000000 Penalty: 3608.739502
	Iteration 52Q: 3 clusters Score -8723808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -8723815.000000 Penalty: 3608.739502
	Iteration 53Q: 3 clusters Score -8723815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -8723821.000000 Penalty: 3608.739502
	Iteration 54Q: 3 clusters Score -8723821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -8723821.000000 Penalty: 3608.739502
	Iteration 55Q: 3 clusters Score -8723821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -8723821.000000 Penalty: 3608.739502
	Iteration 56F: 3 clusters Score -8723821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Entering Unmasked Estep 
Score: -11264406.000000 Penalty: 1845.007812
	Iteration 0F: 2 clusters Score -1.126441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -11211004.000000 Penalty: 3690.015625
	Iteration 0F: 3 clusters Score -1.1211e+07 nChanged 40505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -11234197.000000 Penalty: 3690.015625
	Iteration 1F: 3 clusters Score -1.12342e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -11234713.000000 Penalty: 3690.015625
	Iteration 2Q: 3 clusters Score -1.123471e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -11235209.000000 Penalty: 3690.015625
	Iteration 3Q: 3 clusters Score -1.123521e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -11235932.000000 Penalty: 3690.015625
	Iteration 4Q: 3 clusters Score -1.123593e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -11236685.000000 Penalty: 3690.015625
	Iteration 5Q: 3 clusters Score -1.123668e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -11237852.000000 Penalty: 3690.015625
	Iteration 6Q: 3 clusters Score -1.123785e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -11239405.000000 Penalty: 3690.015625
	Iteration 7Q: 3 clusters Score -1.12394e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -11241667.000000 Penalty: 3690.015625
	Iteration 8F: 3 clusters Score -1.124167e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -11244636.000000 Penalty: 3690.015625
	Iteration 9F: 3 clusters Score -1.124464e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -11248129.000000 Penalty: 3690.015625
	Iteration 10F: 3 clusters Score -1.124813e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -11251579.000000 Penalty: 3690.015625
	Iteration 11F: 3 clusters Score -1.125158e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -11254355.000000 Penalty: 3690.015625
	Iteration 12F: 3 clusters Score -1.125436e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -11256282.000000 Penalty: 3690.015625
	Iteration 13Q: 3 clusters Score -1.125628e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -11257390.000000 Penalty: 3690.015625
	Iteration 14Q: 3 clusters Score -1.125739e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -11258072.000000 Penalty: 3690.015625
	Iteration 15Q: 3 clusters Score -1.125807e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -11258631.000000 Penalty: 3690.015625
	Iteration 16Q: 3 clusters Score -1.125863e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -11259092.000000 Penalty: 3690.015625
	Iteration 17Q: 3 clusters Score -1.125909e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -11259549.000000 Penalty: 3690.015625
	Iteration 18Q: 3 clusters Score -1.125955e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -11259943.000000 Penalty: 3690.015625
	Iteration 19Q: 3 clusters Score -1.125994e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -11260351.000000 Penalty: 3690.015625
	Iteration 20F: 3 clusters Score -1.126035e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -11260584.000000 Penalty: 3690.015625
	Iteration 21Q: 3 clusters Score -1.126058e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -11260805.000000 Penalty: 3690.015625
	Iteration 22Q: 3 clusters Score -1.12608e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -11260981.000000 Penalty: 3690.015625
	Iteration 23Q: 3 clusters Score -1.126098e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -11261089.000000 Penalty: 3690.015625
	Iteration 24Q: 3 clusters Score -1.126109e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -11261160.000000 Penalty: 3690.015625
	Iteration 25Q: 3 clusters Score -1.126116e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -11261238.000000 Penalty: 3690.015625
	Iteration 26Q: 3 clusters Score -1.126124e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -11261289.000000 Penalty: 3690.015625
	Iteration 27Q: 3 clusters Score -1.126129e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -11261341.000000 Penalty: 3690.015625
	Iteration 28Q: 3 clusters Score -1.126134e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -11261356.000000 Penalty: 3690.015625
	Iteration 29Q: 3 clusters Score -1.126136e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -11261370.000000 Penalty: 3690.015625
	Iteration 30Q: 3 clusters Score -1.126137e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -11261374.000000 Penalty: 3690.015625
	Iteration 31Q: 3 clusters Score -1.126137e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -11261367.000000 Penalty: 3690.015625
	Iteration 32Q: 3 clusters Score -1.126137e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -11261388.000000 Penalty: 3690.015625
	Iteration 33Q: 3 clusters Score -1.126139e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -11261419.000000 Penalty: 3690.015625
	Iteration 34Q: 3 clusters Score -1.126142e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -11261455.000000 Penalty: 3690.015625
	Iteration 35Q: 3 clusters Score -1.126146e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -11261480.000000 Penalty: 3690.015625
	Iteration 36Q: 3 clusters Score -1.126148e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -11261529.000000 Penalty: 3690.015625
	Iteration 37Q: 3 clusters Score -1.126153e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -11261536.000000 Penalty: 3690.015625
	Iteration 38Q: 3 clusters Score -1.126154e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -11261589.000000 Penalty: 3690.015625
	Iteration 39Q: 3 clusters Score -1.126159e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -11261626.000000 Penalty: 3690.015625
	Iteration 40F: 3 clusters Score -1.126163e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -11261640.000000 Penalty: 3690.015625
	Iteration 41Q: 3 clusters Score -1.126164e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -11261664.000000 Penalty: 3690.015625
	Iteration 42Q: 3 clusters Score -1.126166e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -11261704.000000 Penalty: 3690.015625
	Iteration 43Q: 3 clusters Score -1.12617e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -11261755.000000 Penalty: 3690.015625
	Iteration 44Q: 3 clusters Score -1.126176e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -11261807.000000 Penalty: 3690.015625
	Iteration 45Q: 3 clusters Score -1.126181e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -11261821.000000 Penalty: 3690.015625
	Iteration 46Q: 3 clusters Score -1.126182e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -11261866.000000 Penalty: 3690.015625
	Iteration 47Q: 3 clusters Score -1.126187e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -11261906.000000 Penalty: 3690.015625
	Iteration 48Q: 3 clusters Score -1.126191e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -11261941.000000 Penalty: 3690.015625
	Iteration 49Q: 3 clusters Score -1.126194e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -11261964.000000 Penalty: 3690.015625
	Iteration 50Q: 3 clusters Score -1.126196e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -11262020.000000 Penalty: 3690.015625
	Iteration 51Q: 3 clusters Score -1.126202e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -11262052.000000 Penalty: 3690.015625
	Iteration 52Q: 3 clusters Score -1.126205e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -11262077.000000 Penalty: 3690.015625
	Iteration 53Q: 3 clusters Score -1.126208e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -11262081.000000 Penalty: 3690.015625
	Iteration 54Q: 3 clusters Score -1.126208e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -11262078.000000 Penalty: 3690.015625
	Iteration 55Q: 3 clusters Score -1.126208e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 72123 members 
Entering Unmasked Estep 
Score: -11262112.000000 Penalty: 3690.015625
	Iteration 56Q: 3 clusters Score -1.126211e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -11262126.000000 Penalty: 3690.015625
	Iteration 57Q: 3 clusters Score -1.126213e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -11262149.000000 Penalty: 3690.015625
	Iteration 58Q: 3 clusters Score -1.126215e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -11262184.000000 Penalty: 3690.015625
	Iteration 59Q: 3 clusters Score -1.126218e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -11262215.000000 Penalty: 3690.015625
	Iteration 60F: 3 clusters Score -1.126222e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 73031 members 
Entering Unmasked Estep 
Score: -11262220.000000 Penalty: 3690.015625
	Iteration 61Q: 3 clusters Score -1.126222e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -11262270.000000 Penalty: 3690.015625
	Iteration 62Q: 3 clusters Score -1.126227e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -11262310.000000 Penalty: 3690.015625
	Iteration 63Q: 3 clusters Score -1.126231e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -11262323.000000 Penalty: 3690.015625
	Iteration 64Q: 3 clusters Score -1.126232e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -11262361.000000 Penalty: 3690.015625
	Iteration 65Q: 3 clusters Score -1.126236e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -11262443.000000 Penalty: 3690.015625
	Iteration 66Q: 3 clusters Score -1.126244e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -11262499.000000 Penalty: 3690.015625
	Iteration 67Q: 3 clusters Score -1.12625e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -11262528.000000 Penalty: 3690.015625
	Iteration 68Q: 3 clusters Score -1.126253e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -11262569.000000 Penalty: 3690.015625
	Iteration 69Q: 3 clusters Score -1.126257e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -11262603.000000 Penalty: 3690.015625
	Iteration 70Q: 3 clusters Score -1.12626e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -11262630.000000 Penalty: 3690.015625
	Iteration 71Q: 3 clusters Score -1.126263e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -11262700.000000 Penalty: 3690.015625
	Iteration 72Q: 3 clusters Score -1.12627e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -11262757.000000 Penalty: 3690.015625
	Iteration 73Q: 3 clusters Score -1.126276e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -11262801.000000 Penalty: 3690.015625
	Iteration 74Q: 3 clusters Score -1.12628e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -11262831.000000 Penalty: 3690.015625
	Iteration 75Q: 3 clusters Score -1.126283e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -11262915.000000 Penalty: 3690.015625
	Iteration 76Q: 3 clusters Score -1.126292e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -11262981.000000 Penalty: 3690.015625
	Iteration 77Q: 3 clusters Score -1.126298e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -11263019.000000 Penalty: 3690.015625
	Iteration 78Q: 3 clusters Score -1.126302e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -11263045.000000 Penalty: 3690.015625
	Iteration 79Q: 3 clusters Score -1.126304e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -11263065.000000 Penalty: 3690.015625
	Iteration 80F: 3 clusters Score -1.126306e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 76306 members 
Entering Unmasked Estep 
Score: -11263079.000000 Penalty: 3690.015625
	Iteration 81Q: 3 clusters Score -1.126308e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -11263114.000000 Penalty: 3690.015625
	Iteration 82Q: 3 clusters Score -1.126311e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -11263107.000000 Penalty: 3690.015625
	Iteration 83Q: 3 clusters Score -1.126311e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -11263131.000000 Penalty: 3690.015625
	Iteration 84Q: 3 clusters Score -1.126313e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -11263131.000000 Penalty: 3690.015625
	Iteration 85Q: 3 clusters Score -1.126313e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -11263145.000000 Penalty: 3690.015625
	Iteration 86Q: 3 clusters Score -1.126314e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -11263151.000000 Penalty: 3690.015625
	Iteration 87Q: 3 clusters Score -1.126315e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -11263162.000000 Penalty: 3690.015625
	Iteration 88Q: 3 clusters Score -1.126316e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -11263180.000000 Penalty: 3690.015625
	Iteration 89Q: 3 clusters Score -1.126318e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -11263175.000000 Penalty: 3690.015625
	Iteration 90Q: 3 clusters Score -1.126318e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -11263148.000000 Penalty: 3690.015625
	Iteration 91Q: 3 clusters Score -1.126315e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -11263160.000000 Penalty: 3690.015625
	Iteration 92Q: 3 clusters Score -1.126316e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 77337 members 
Entering Unmasked Estep 
Score: -11263140.000000 Penalty: 3690.015625
	Iteration 93Q: 3 clusters Score -1.126314e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -11263136.000000 Penalty: 3690.015625
	Iteration 94Q: 3 clusters Score -1.126314e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -11263154.000000 Penalty: 3690.015625
	Iteration 95Q: 3 clusters Score -1.126315e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -11263130.000000 Penalty: 3690.015625
	Iteration 96Q: 3 clusters Score -1.126313e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
Score: -11263110.000000 Penalty: 3690.015625
	Iteration 97Q: 3 clusters Score -1.126311e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -11263113.000000 Penalty: 3690.015625
	Iteration 98Q: 3 clusters Score -1.126311e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -11263100.000000 Penalty: 3690.015625
	Iteration 99Q: 3 clusters Score -1.12631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -11263077.000000 Penalty: 3690.015625
	Iteration 100F: 3 clusters Score -1.126308e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -11263090.000000 Penalty: 3690.015625
	Iteration 101Q: 3 clusters Score -1.126309e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -11263069.000000 Penalty: 3690.015625
	Iteration 102Q: 3 clusters Score -1.126307e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -11263080.000000 Penalty: 3690.015625
	Iteration 103Q: 3 clusters Score -1.126308e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -11263094.000000 Penalty: 3690.015625
	Iteration 104Q: 3 clusters Score -1.126309e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -11263081.000000 Penalty: 3690.015625
	Iteration 105Q: 3 clusters Score -1.126308e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -11263059.000000 Penalty: 3690.015625
	Iteration 106Q: 3 clusters Score -1.126306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -11263056.000000 Penalty: 3690.015625
	Iteration 107Q: 3 clusters Score -1.126306e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -11263048.000000 Penalty: 3690.015625
	Iteration 108Q: 3 clusters Score -1.126305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -11263040.000000 Penalty: 3690.015625
	Iteration 109Q: 3 clusters Score -1.126304e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -11263034.000000 Penalty: 3690.015625
	Iteration 110Q: 3 clusters Score -1.126303e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -11263021.000000 Penalty: 3690.015625
	Iteration 111Q: 3 clusters Score -1.126302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -11263024.000000 Penalty: 3690.015625
	Iteration 112Q: 3 clusters Score -1.126302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -11263024.000000 Penalty: 3690.015625
	Iteration 113Q: 3 clusters Score -1.126302e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -11263025.000000 Penalty: 3690.015625
	Iteration 114Q: 3 clusters Score -1.126302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -11263023.000000 Penalty: 3690.015625
	Iteration 115Q: 3 clusters Score -1.126302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -11263030.000000 Penalty: 3690.015625
	Iteration 116Q: 3 clusters Score -1.126303e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -11263017.000000 Penalty: 3690.015625
	Iteration 117Q: 3 clusters Score -1.126302e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -11263000.000000 Penalty: 3690.015625
	Iteration 118Q: 3 clusters Score -1.1263e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -11262998.000000 Penalty: 3690.015625
	Iteration 119Q: 3 clusters Score -1.1263e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -11262984.000000 Penalty: 3690.015625
	Iteration 120F: 3 clusters Score -1.126298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -11262983.000000 Penalty: 3690.015625
	Iteration 121Q: 3 clusters Score -1.126298e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -11262983.000000 Penalty: 3690.015625
	Iteration 122Q: 3 clusters Score -1.126298e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -11262972.000000 Penalty: 3690.015625
	Iteration 123Q: 3 clusters Score -1.126297e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -11262970.000000 Penalty: 3690.015625
	Iteration 124Q: 3 clusters Score -1.126297e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -11262988.000000 Penalty: 3690.015625
	Iteration 125Q: 3 clusters Score -1.126299e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -11262973.000000 Penalty: 3690.015625
	Iteration 126Q: 3 clusters Score -1.126297e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -11262971.000000 Penalty: 3690.015625
	Iteration 127Q: 3 clusters Score -1.126297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -11262957.000000 Penalty: 3690.015625
	Iteration 128Q: 3 clusters Score -1.126296e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -11262946.000000 Penalty: 3690.015625
	Iteration 129Q: 3 clusters Score -1.126295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -11262965.000000 Penalty: 3690.015625
	Iteration 130Q: 3 clusters Score -1.126296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -11262968.000000 Penalty: 3690.015625
	Iteration 131Q: 3 clusters Score -1.126297e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -11262955.000000 Penalty: 3690.015625
	Iteration 132Q: 3 clusters Score -1.126296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -11262964.000000 Penalty: 3690.015625
	Iteration 133Q: 3 clusters Score -1.126296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -11262975.000000 Penalty: 3690.015625
	Iteration 134Q: 3 clusters Score -1.126298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -11262969.000000 Penalty: 3690.015625
	Iteration 135Q: 3 clusters Score -1.126297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -11262967.000000 Penalty: 3690.015625
	Iteration 136Q: 3 clusters Score -1.126297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -11262962.000000 Penalty: 3690.015625
	Iteration 137Q: 3 clusters Score -1.126296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -11262962.000000 Penalty: 3690.015625
	Iteration 138Q: 3 clusters Score -1.126296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -11262966.000000 Penalty: 3690.015625
	Iteration 139Q: 3 clusters Score -1.126297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -11262975.000000 Penalty: 3690.015625
	Iteration 140F: 3 clusters Score -1.126298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -11262972.000000 Penalty: 3690.015625
	Iteration 141Q: 3 clusters Score -1.126297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -11262966.000000 Penalty: 3690.015625
	Iteration 142Q: 3 clusters Score -1.126297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -11262967.000000 Penalty: 3690.015625
	Iteration 143Q: 3 clusters Score -1.126297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -11262963.000000 Penalty: 3690.015625
	Iteration 144Q: 3 clusters Score -1.126296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -11262970.000000 Penalty: 3690.015625
	Iteration 145Q: 3 clusters Score -1.126297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -11262977.000000 Penalty: 3690.015625
	Iteration 146Q: 3 clusters Score -1.126298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -11262971.000000 Penalty: 3690.015625
	Iteration 147Q: 3 clusters Score -1.126297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -11262965.000000 Penalty: 3690.015625
	Iteration 148Q: 3 clusters Score -1.126296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -11262979.000000 Penalty: 3690.015625
	Iteration 149Q: 3 clusters Score -1.126298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -11262972.000000 Penalty: 3690.015625
	Iteration 150Q: 3 clusters Score -1.126297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -11262967.000000 Penalty: 3690.015625
	Iteration 151Q: 3 clusters Score -1.126297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 78953 members 
Entering Unmasked Estep 
Score: -11262976.000000 Penalty: 3690.015625
	Iteration 152Q: 3 clusters Score -1.126298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -11262971.000000 Penalty: 3690.015625
	Iteration 153Q: 3 clusters Score -1.126297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -11262979.000000 Penalty: 3690.015625
	Iteration 154Q: 3 clusters Score -1.126298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -11262983.000000 Penalty: 3690.015625
	Iteration 155Q: 3 clusters Score -1.126298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -11262993.000000 Penalty: 3690.015625
	Iteration 156Q: 3 clusters Score -1.126299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -11262974.000000 Penalty: 3690.015625
	Iteration 157Q: 3 clusters Score -1.126297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -11262982.000000 Penalty: 3690.015625
	Iteration 158Q: 3 clusters Score -1.126298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -11262987.000000 Penalty: 3690.015625
	Iteration 159Q: 3 clusters Score -1.126299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -11262993.000000 Penalty: 3690.015625
	Iteration 160F: 3 clusters Score -1.126299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -11262994.000000 Penalty: 3690.015625
	Iteration 161Q: 3 clusters Score -1.126299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -11262997.000000 Penalty: 3690.015625
	Iteration 162Q: 3 clusters Score -1.1263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -11262986.000000 Penalty: 3690.015625
	Iteration 163Q: 3 clusters Score -1.126299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -11262986.000000 Penalty: 3690.015625
	Iteration 164Q: 3 clusters Score -1.126299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -11262986.000000 Penalty: 3690.015625
	Iteration 165Q: 3 clusters Score -1.126299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -11262987.000000 Penalty: 3690.015625
	Iteration 166Q: 3 clusters Score -1.126299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -11262991.000000 Penalty: 3690.015625
	Iteration 167Q: 3 clusters Score -1.126299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -11262990.000000 Penalty: 3690.015625
	Iteration 168Q: 3 clusters Score -1.126299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -11262989.000000 Penalty: 3690.015625
	Iteration 169Q: 3 clusters Score -1.126299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -11262985.000000 Penalty: 3690.015625
	Iteration 170Q: 3 clusters Score -1.126298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -11262976.000000 Penalty: 3690.015625
	Iteration 171Q: 3 clusters Score -1.126298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -11262979.000000 Penalty: 3690.015625
	Iteration 172Q: 3 clusters Score -1.126298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -11262983.000000 Penalty: 3690.015625
	Iteration 173Q: 3 clusters Score -1.126298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -11262975.000000 Penalty: 3690.015625
	Iteration 174Q: 3 clusters Score -1.126298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -11262978.000000 Penalty: 3690.015625
	Iteration 175Q: 3 clusters Score -1.126298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -11262974.000000 Penalty: 3690.015625
	Iteration 176Q: 3 clusters Score -1.126297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -11262979.000000 Penalty: 3690.015625
	Iteration 177Q: 3 clusters Score -1.126298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -11262973.000000 Penalty: 3690.015625
	Iteration 178Q: 3 clusters Score -1.126297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -11262945.000000 Penalty: 3690.015625
	Iteration 179Q: 3 clusters Score -1.126294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -11262950.000000 Penalty: 3690.015625
	Iteration 180F: 3 clusters Score -1.126295e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -11262955.000000 Penalty: 3690.015625
	Iteration 181Q: 3 clusters Score -1.126296e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -11262960.000000 Penalty: 3690.015625
	Iteration 182Q: 3 clusters Score -1.126296e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -11262965.000000 Penalty: 3690.015625
	Iteration 183Q: 3 clusters Score -1.126296e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -11262996.000000 Penalty: 3690.015625
	Iteration 184Q: 3 clusters Score -1.1263e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -11262982.000000 Penalty: 3690.015625
	Iteration 185Q: 3 clusters Score -1.126298e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -11263011.000000 Penalty: 3690.015625
	Iteration 186Q: 3 clusters Score -1.126301e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -11263005.000000 Penalty: 3690.015625
	Iteration 187Q: 3 clusters Score -1.1263e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -11263026.000000 Penalty: 3690.015625
	Iteration 188Q: 3 clusters Score -1.126303e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -11263017.000000 Penalty: 3690.015625
	Iteration 189Q: 3 clusters Score -1.126302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -11263011.000000 Penalty: 3690.015625
	Iteration 190Q: 3 clusters Score -1.126301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -11263001.000000 Penalty: 3690.015625
	Iteration 191Q: 3 clusters Score -1.1263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -11263002.000000 Penalty: 3690.015625
	Iteration 192Q: 3 clusters Score -1.1263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -11263001.000000 Penalty: 3690.015625
	Iteration 193Q: 3 clusters Score -1.1263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -11263009.000000 Penalty: 3690.015625
	Iteration 194Q: 3 clusters Score -1.126301e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -11263006.000000 Penalty: 3690.015625
	Iteration 195Q: 3 clusters Score -1.126301e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -11262997.000000 Penalty: 3690.015625
	Iteration 196Q: 3 clusters Score -1.1263e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -11263003.000000 Penalty: 3690.015625
	Iteration 197Q: 3 clusters Score -1.1263e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -11263004.000000 Penalty: 3690.015625
	Iteration 198Q: 3 clusters Score -1.1263e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -11262999.000000 Penalty: 3690.015625
	Iteration 199Q: 3 clusters Score -1.1263e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -11262994.000000 Penalty: 3690.015625
	Iteration 200F: 3 clusters Score -1.126299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -11263006.000000 Penalty: 3690.015625
	Iteration 201Q: 3 clusters Score -1.126301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -11263007.000000 Penalty: 3690.015625
	Iteration 202Q: 3 clusters Score -1.126301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -11263011.000000 Penalty: 3690.015625
	Iteration 203Q: 3 clusters Score -1.126301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -11263004.000000 Penalty: 3690.015625
	Iteration 204Q: 3 clusters Score -1.1263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -11263005.000000 Penalty: 3690.015625
	Iteration 205Q: 3 clusters Score -1.1263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -11263006.000000 Penalty: 3690.015625
	Iteration 206Q: 3 clusters Score -1.126301e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -11262995.000000 Penalty: 3690.015625
	Iteration 207Q: 3 clusters Score -1.1263e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -11262991.000000 Penalty: 3690.015625
	Iteration 208Q: 3 clusters Score -1.126299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
Score: -11263006.000000 Penalty: 3690.015625
	Iteration 209Q: 3 clusters Score -1.126301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -11263005.000000 Penalty: 3690.015625
	Iteration 210Q: 3 clusters Score -1.1263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -11262994.000000 Penalty: 3690.015625
	Iteration 211Q: 3 clusters Score -1.126299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -11262985.000000 Penalty: 3690.015625
	Iteration 212Q: 3 clusters Score -1.126298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -11262993.000000 Penalty: 3690.015625
	Iteration 213Q: 3 clusters Score -1.126299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -11262985.000000 Penalty: 3690.015625
	Iteration 214Q: 3 clusters Score -1.126298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -11262972.000000 Penalty: 3690.015625
	Iteration 215Q: 3 clusters Score -1.126297e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -11262983.000000 Penalty: 3690.015625
	Iteration 216Q: 3 clusters Score -1.126298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -11262975.000000 Penalty: 3690.015625
	Iteration 217Q: 3 clusters Score -1.126298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 80524 members 
Entering Unmasked Estep 
Score: -11262972.000000 Penalty: 3690.015625
	Iteration 218Q: 3 clusters Score -1.126297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -11262970.000000 Penalty: 3690.015625
	Iteration 219Q: 3 clusters Score -1.126297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -11262986.000000 Penalty: 3690.015625
	Iteration 220F: 3 clusters Score -1.126299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -11262992.000000 Penalty: 3690.015625
	Iteration 221Q: 3 clusters Score -1.126299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -11262976.000000 Penalty: 3690.015625
	Iteration 222Q: 3 clusters Score -1.126298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -11262978.000000 Penalty: 3690.015625
	Iteration 223Q: 3 clusters Score -1.126298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -11262972.000000 Penalty: 3690.015625
	Iteration 224Q: 3 clusters Score -1.126297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -11262981.000000 Penalty: 3690.015625
	Iteration 225Q: 3 clusters Score -1.126298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -11262969.000000 Penalty: 3690.015625
	Iteration 226Q: 3 clusters Score -1.126297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -11262958.000000 Penalty: 3690.015625
	Iteration 227Q: 3 clusters Score -1.126296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -11262968.000000 Penalty: 3690.015625
	Iteration 228Q: 3 clusters Score -1.126297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -11262969.000000 Penalty: 3690.015625
	Iteration 229Q: 3 clusters Score -1.126297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -11262973.000000 Penalty: 3690.015625
	Iteration 230Q: 3 clusters Score -1.126297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -11262963.000000 Penalty: 3690.015625
	Iteration 231Q: 3 clusters Score -1.126296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -11262961.000000 Penalty: 3690.015625
	Iteration 232Q: 3 clusters Score -1.126296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -11262964.000000 Penalty: 3690.015625
	Iteration 233Q: 3 clusters Score -1.126296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -11262972.000000 Penalty: 3690.015625
	Iteration 234Q: 3 clusters Score -1.126297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -11262966.000000 Penalty: 3690.015625
	Iteration 235Q: 3 clusters Score -1.126297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -11262972.000000 Penalty: 3690.015625
	Iteration 236Q: 3 clusters Score -1.126297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -11262970.000000 Penalty: 3690.015625
	Iteration 237Q: 3 clusters Score -1.126297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -11262976.000000 Penalty: 3690.015625
	Iteration 238Q: 3 clusters Score -1.126298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -11262982.000000 Penalty: 3690.015625
	Iteration 239Q: 3 clusters Score -1.126298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -11262979.000000 Penalty: 3690.015625
	Iteration 240F: 3 clusters Score -1.126298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -11262974.000000 Penalty: 3690.015625
	Iteration 241Q: 3 clusters Score -1.126297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -11262970.000000 Penalty: 3690.015625
	Iteration 242Q: 3 clusters Score -1.126297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -11262969.000000 Penalty: 3690.015625
	Iteration 243Q: 3 clusters Score -1.126297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -11262967.000000 Penalty: 3690.015625
	Iteration 244Q: 3 clusters Score -1.126297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -11262971.000000 Penalty: 3690.015625
	Iteration 245Q: 3 clusters Score -1.126297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -11262969.000000 Penalty: 3690.015625
	Iteration 246Q: 3 clusters Score -1.126297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -11262968.000000 Penalty: 3690.015625
	Iteration 247Q: 3 clusters Score -1.126297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -11262964.000000 Penalty: 3690.015625
	Iteration 248Q: 3 clusters Score -1.126296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -11262959.000000 Penalty: 3690.015625
	Iteration 249Q: 3 clusters Score -1.126296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -11262957.000000 Penalty: 3690.015625
	Iteration 250Q: 3 clusters Score -1.126296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -11262954.000000 Penalty: 3690.015625
	Iteration 251Q: 3 clusters Score -1.126295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -11262961.000000 Penalty: 3690.015625
	Iteration 252Q: 3 clusters Score -1.126296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -11262958.000000 Penalty: 3690.015625
	Iteration 253Q: 3 clusters Score -1.126296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -11262964.000000 Penalty: 3690.015625
	Iteration 254Q: 3 clusters Score -1.126296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -11262966.000000 Penalty: 3690.015625
	Iteration 255Q: 3 clusters Score -1.126297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -11262959.000000 Penalty: 3690.015625
	Iteration 256Q: 3 clusters Score -1.126296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -11262960.000000 Penalty: 3690.015625
	Iteration 257Q: 3 clusters Score -1.126296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -11262961.000000 Penalty: 3690.015625
	Iteration 258Q: 3 clusters Score -1.126296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -11262955.000000 Penalty: 3690.015625
	Iteration 259Q: 3 clusters Score -1.126296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -11262961.000000 Penalty: 3690.015625
	Iteration 260F: 3 clusters Score -1.126296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -11262954.000000 Penalty: 3690.015625
	Iteration 261Q: 3 clusters Score -1.126295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -11262956.000000 Penalty: 3690.015625
	Iteration 262Q: 3 clusters Score -1.126296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -11262954.000000 Penalty: 3690.015625
	Iteration 263Q: 3 clusters Score -1.126295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -11262959.000000 Penalty: 3690.015625
	Iteration 264Q: 3 clusters Score -1.126296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -11262959.000000 Penalty: 3690.015625
	Iteration 265F: 3 clusters Score -1.126296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Entering Unmasked Estep 
Score: -889395.375000 Penalty: 1432.569946
	Iteration 0F: 2 clusters Score -889395.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -884274.750000 Penalty: 2865.139893
	Iteration 0F: 3 clusters Score -884274.8 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -885861.250000 Penalty: 2865.139893
	Iteration 1F: 3 clusters Score -885861.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -886108.187500 Penalty: 2865.139893
	Iteration 2F: 3 clusters Score -886108.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -886254.625000 Penalty: 2865.139893
	Iteration 3F: 3 clusters Score -886254.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -886382.250000 Penalty: 2865.139893
	Iteration 4Q: 3 clusters Score -886382.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -886515.187500 Penalty: 2865.139893
	Iteration 5Q: 3 clusters Score -886515.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -886651.312500 Penalty: 2865.139893
	Iteration 6Q: 3 clusters Score -886651.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -886804.750000 Penalty: 2865.139893
	Iteration 7Q: 3 clusters Score -886804.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -886963.625000 Penalty: 2865.139893
	Iteration 8Q: 3 clusters Score -886963.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -887111.750000 Penalty: 2865.139893
	Iteration 9Q: 3 clusters Score -887111.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -887240.187500 Penalty: 2865.139893
	Iteration 10Q: 3 clusters Score -887240.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -887328.312500 Penalty: 2865.139893
	Iteration 11Q: 3 clusters Score -887328.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -887405.125000 Penalty: 2865.139893
	Iteration 12Q: 3 clusters Score -887405.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -887472.187500 Penalty: 2865.139893
	Iteration 13Q: 3 clusters Score -887472.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -887529.125000 Penalty: 2865.139893
	Iteration 14Q: 3 clusters Score -887529.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -887576.187500 Penalty: 2865.139893
	Iteration 15Q: 3 clusters Score -887576.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -887615.625000 Penalty: 2865.139893
	Iteration 16Q: 3 clusters Score -887615.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -887655.937500 Penalty: 2865.139893
	Iteration 17Q: 3 clusters Score -887655.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -887701.875000 Penalty: 2865.139893
	Iteration 18Q: 3 clusters Score -887701.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -887732.750000 Penalty: 2865.139893
	Iteration 19Q: 3 clusters Score -887732.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -887758.250000 Penalty: 2865.139893
	Iteration 20F: 3 clusters Score -887758.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -887784.000000 Penalty: 2865.139893
	Iteration 21Q: 3 clusters Score -887784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -887812.500000 Penalty: 2865.139893
	Iteration 22Q: 3 clusters Score -887812.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -887836.812500 Penalty: 2865.139893
	Iteration 23Q: 3 clusters Score -887836.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -887859.812500 Penalty: 2865.139893
	Iteration 24Q: 3 clusters Score -887859.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -887886.625000 Penalty: 2865.139893
	Iteration 25Q: 3 clusters Score -887886.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -887904.750000 Penalty: 2865.139893
	Iteration 26Q: 3 clusters Score -887904.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -887926.187500 Penalty: 2865.139893
	Iteration 27Q: 3 clusters Score -887926.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -887939.437500 Penalty: 2865.139893
	Iteration 28Q: 3 clusters Score -887939.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -887958.687500 Penalty: 2865.139893
	Iteration 29Q: 3 clusters Score -887958.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -887970.437500 Penalty: 2865.139893
	Iteration 30Q: 3 clusters Score -887970.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -887983.187500 Penalty: 2865.139893
	Iteration 31Q: 3 clusters Score -887983.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -887994.062500 Penalty: 2865.139893
	Iteration 32Q: 3 clusters Score -887994.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -888006.562500 Penalty: 2865.139893
	Iteration 33Q: 3 clusters Score -888006.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -888021.687500 Penalty: 2865.139893
	Iteration 34Q: 3 clusters Score -888021.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -888036.875000 Penalty: 2865.139893
	Iteration 35Q: 3 clusters Score -888036.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -888044.750000 Penalty: 2865.139893
	Iteration 36Q: 3 clusters Score -888044.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -888051.187500 Penalty: 2865.139893
	Iteration 37Q: 3 clusters Score -888051.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -888053.812500 Penalty: 2865.139893
	Iteration 38Q: 3 clusters Score -888053.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -888057.687500 Penalty: 2865.139893
	Iteration 39Q: 3 clusters Score -888057.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -888062.937500 Penalty: 2865.139893
	Iteration 40F: 3 clusters Score -888062.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -888067.625000 Penalty: 2865.139893
	Iteration 41Q: 3 clusters Score -888067.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -888072.250000 Penalty: 2865.139893
	Iteration 42Q: 3 clusters Score -888072.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -888076.375000 Penalty: 2865.139893
	Iteration 43Q: 3 clusters Score -888076.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -888085.500000 Penalty: 2865.139893
	Iteration 44Q: 3 clusters Score -888085.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -888091.687500 Penalty: 2865.139893
	Iteration 45Q: 3 clusters Score -888091.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -888097.312500 Penalty: 2865.139893
	Iteration 46Q: 3 clusters Score -888097.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -888113.937500 Penalty: 2865.139893
	Iteration 47Q: 3 clusters Score -888113.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -888122.937500 Penalty: 2865.139893
	Iteration 48Q: 3 clusters Score -888122.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -888144.812500 Penalty: 2865.139893
	Iteration 49Q: 3 clusters Score -888144.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -888170.687500 Penalty: 2865.139893
	Iteration 50Q: 3 clusters Score -888170.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -888190.750000 Penalty: 2865.139893
	Iteration 51Q: 3 clusters Score -888190.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -888219.625000 Penalty: 2865.139893
	Iteration 52Q: 3 clusters Score -888219.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -888246.187500 Penalty: 2865.139893
	Iteration 53Q: 3 clusters Score -888246.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -888268.000000 Penalty: 2865.139893
	Iteration 54Q: 3 clusters Score -888268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -888293.562500 Penalty: 2865.139893
	Iteration 55Q: 3 clusters Score -888293.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -888317.687500 Penalty: 2865.139893
	Iteration 56Q: 3 clusters Score -888317.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -888336.437500 Penalty: 2865.139893
	Iteration 57Q: 3 clusters Score -888336.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -888345.812500 Penalty: 2865.139893
	Iteration 58Q: 3 clusters Score -888345.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -888355.312500 Penalty: 2865.139893
	Iteration 59Q: 3 clusters Score -888355.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -888357.500000 Penalty: 2865.139893
	Iteration 60F: 3 clusters Score -888357.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -888364.437500 Penalty: 2865.139893
	Iteration 61Q: 3 clusters Score -888364.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -888373.187500 Penalty: 2865.139893
	Iteration 62Q: 3 clusters Score -888373.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -888378.437500 Penalty: 2865.139893
	Iteration 63Q: 3 clusters Score -888378.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -888387.437500 Penalty: 2865.139893
	Iteration 64Q: 3 clusters Score -888387.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -888392.187500 Penalty: 2865.139893
	Iteration 65Q: 3 clusters Score -888392.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -888397.375000 Penalty: 2865.139893
	Iteration 66Q: 3 clusters Score -888397.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -888403.125000 Penalty: 2865.139893
	Iteration 67Q: 3 clusters Score -888403.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -888413.937500 Penalty: 2865.139893
	Iteration 68Q: 3 clusters Score -888413.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -888422.062500 Penalty: 2865.139893
	Iteration 69Q: 3 clusters Score -888422.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -888430.687500 Penalty: 2865.139893
	Iteration 70Q: 3 clusters Score -888430.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -888442.187500 Penalty: 2865.139893
	Iteration 71Q: 3 clusters Score -888442.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -888448.625000 Penalty: 2865.139893
	Iteration 72Q: 3 clusters Score -888448.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -888453.937500 Penalty: 2865.139893
	Iteration 73Q: 3 clusters Score -888453.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -888458.500000 Penalty: 2865.139893
	Iteration 74Q: 3 clusters Score -888458.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -888462.312500 Penalty: 2865.139893
	Iteration 75Q: 3 clusters Score -888462.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -888464.437500 Penalty: 2865.139893
	Iteration 76Q: 3 clusters Score -888464.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -888466.875000 Penalty: 2865.139893
	Iteration 77Q: 3 clusters Score -888466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -888467.625000 Penalty: 2865.139893
	Iteration 78Q: 3 clusters Score -888467.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -888471.000000 Penalty: 2865.139893
	Iteration 79Q: 3 clusters Score -888471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -888470.625000 Penalty: 2865.139893
	Iteration 80F: 3 clusters Score -888470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -888471.312500 Penalty: 2865.139893
	Iteration 81Q: 3 clusters Score -888471.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -888470.812500 Penalty: 2865.139893
	Iteration 82Q: 3 clusters Score -888470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -888471.687500 Penalty: 2865.139893
	Iteration 83Q: 3 clusters Score -888471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -888474.625000 Penalty: 2865.139893
	Iteration 84Q: 3 clusters Score -888474.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -888475.687500 Penalty: 2865.139893
	Iteration 85Q: 3 clusters Score -888475.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -888475.750000 Penalty: 2865.139893
	Iteration 86Q: 3 clusters Score -888475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -888478.437500 Penalty: 2865.139893
	Iteration 87Q: 3 clusters Score -888478.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -888480.375000 Penalty: 2865.139893
	Iteration 88Q: 3 clusters Score -888480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -888481.875000 Penalty: 2865.139893
	Iteration 89Q: 3 clusters Score -888481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -888484.437500 Penalty: 2865.139893
	Iteration 90Q: 3 clusters Score -888484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -888482.937500 Penalty: 2865.139893
	Iteration 91Q: 3 clusters Score -888482.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -888485.750000 Penalty: 2865.139893
	Iteration 92Q: 3 clusters Score -888485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -888487.375000 Penalty: 2865.139893
	Iteration 93Q: 3 clusters Score -888487.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -888492.000000 Penalty: 2865.139893
	Iteration 94Q: 3 clusters Score -888492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -888494.312500 Penalty: 2865.139893
	Iteration 95Q: 3 clusters Score -888494.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -888498.875000 Penalty: 2865.139893
	Iteration 96Q: 3 clusters Score -888498.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -888500.812500 Penalty: 2865.139893
	Iteration 97Q: 3 clusters Score -888500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -888501.750000 Penalty: 2865.139893
	Iteration 98Q: 3 clusters Score -888501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -888507.937500 Penalty: 2865.139893
	Iteration 99Q: 3 clusters Score -888507.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -888510.500000 Penalty: 2865.139893
	Iteration 100F: 3 clusters Score -888510.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -888513.875000 Penalty: 2865.139893
	Iteration 101Q: 3 clusters Score -888513.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -888519.250000 Penalty: 2865.139893
	Iteration 102Q: 3 clusters Score -888519.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -888521.125000 Penalty: 2865.139893
	Iteration 103Q: 3 clusters Score -888521.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -888523.437500 Penalty: 2865.139893
	Iteration 104Q: 3 clusters Score -888523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -888524.000000 Penalty: 2865.139893
	Iteration 105Q: 3 clusters Score -888524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -888523.937500 Penalty: 2865.139893
	Iteration 106Q: 3 clusters Score -888523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -888526.500000 Penalty: 2865.139893
	Iteration 107Q: 3 clusters Score -888526.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -888531.812500 Penalty: 2865.139893
	Iteration 108Q: 3 clusters Score -888531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -888533.812500 Penalty: 2865.139893
	Iteration 109Q: 3 clusters Score -888533.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -888535.312500 Penalty: 2865.139893
	Iteration 110Q: 3 clusters Score -888535.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -888537.812500 Penalty: 2865.139893
	Iteration 111Q: 3 clusters Score -888537.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -888541.187500 Penalty: 2865.139893
	Iteration 112Q: 3 clusters Score -888541.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -888546.062500 Penalty: 2865.139893
	Iteration 113Q: 3 clusters Score -888546.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -888549.625000 Penalty: 2865.139893
	Iteration 114Q: 3 clusters Score -888549.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -888555.625000 Penalty: 2865.139893
	Iteration 115Q: 3 clusters Score -888555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -888556.437500 Penalty: 2865.139893
	Iteration 116Q: 3 clusters Score -888556.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -888563.437500 Penalty: 2865.139893
	Iteration 117Q: 3 clusters Score -888563.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -888567.312500 Penalty: 2865.139893
	Iteration 118Q: 3 clusters Score -888567.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -888575.062500 Penalty: 2865.139893
	Iteration 119Q: 3 clusters Score -888575.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -888581.062500 Penalty: 2865.139893
	Iteration 120F: 3 clusters Score -888581.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -888584.437500 Penalty: 2865.139893
	Iteration 121Q: 3 clusters Score -888584.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -888589.875000 Penalty: 2865.139893
	Iteration 122Q: 3 clusters Score -888589.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -888590.687500 Penalty: 2865.139893
	Iteration 123Q: 3 clusters Score -888590.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -888595.812500 Penalty: 2865.139893
	Iteration 124Q: 3 clusters Score -888595.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -888601.250000 Penalty: 2865.139893
	Iteration 125Q: 3 clusters Score -888601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -888601.187500 Penalty: 2865.139893
	Iteration 126Q: 3 clusters Score -888601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -888603.312500 Penalty: 2865.139893
	Iteration 127Q: 3 clusters Score -888603.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -888607.375000 Penalty: 2865.139893
	Iteration 128Q: 3 clusters Score -888607.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -888609.687500 Penalty: 2865.139893
	Iteration 129Q: 3 clusters Score -888609.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -888611.187500 Penalty: 2865.139893
	Iteration 130Q: 3 clusters Score -888611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -888612.937500 Penalty: 2865.139893
	Iteration 131Q: 3 clusters Score -888612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -888614.312500 Penalty: 2865.139893
	Iteration 132Q: 3 clusters Score -888614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -888616.250000 Penalty: 2865.139893
	Iteration 133Q: 3 clusters Score -888616.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -888619.937500 Penalty: 2865.139893
	Iteration 134Q: 3 clusters Score -888619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -888623.437500 Penalty: 2865.139893
	Iteration 135Q: 3 clusters Score -888623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -888623.812500 Penalty: 2865.139893
	Iteration 136Q: 3 clusters Score -888623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -888626.375000 Penalty: 2865.139893
	Iteration 137Q: 3 clusters Score -888626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -888628.687500 Penalty: 2865.139893
	Iteration 138Q: 3 clusters Score -888628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -888628.562500 Penalty: 2865.139893
	Iteration 139Q: 3 clusters Score -888628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -888629.437500 Penalty: 2865.139893
	Iteration 140F: 3 clusters Score -888629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -888630.125000 Penalty: 2865.139893
	Iteration 141Q: 3 clusters Score -888630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -888630.125000 Penalty: 2865.139893
	Iteration 142F: 3 clusters Score -888630.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Entering Unmasked Estep 
Score: -8350849.500000 Penalty: 1796.500488
	Iteration 0F: 2 clusters Score -8350850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -8309361.000000 Penalty: 3593.000977
	Iteration 0F: 3 clusters Score -8309361 nChanged 29997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -8326259.000000 Penalty: 3593.000977
	Iteration 1F: 3 clusters Score -8326259 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -8326867.500000 Penalty: 3593.000977
	Iteration 2Q: 3 clusters Score -8326868 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -8327484.500000 Penalty: 3593.000977
	Iteration 3Q: 3 clusters Score -8327484 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -8328326.500000 Penalty: 3593.000977
	Iteration 4Q: 3 clusters Score -8328326 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -8329331.000000 Penalty: 3593.000977
	Iteration 5Q: 3 clusters Score -8329331 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -8330788.000000 Penalty: 3593.000977
	Iteration 6Q: 3 clusters Score -8330788 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -8332683.000000 Penalty: 3593.000977
	Iteration 7F: 3 clusters Score -8332683 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -8334761.500000 Penalty: 3593.000977
	Iteration 8F: 3 clusters Score -8334762 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -8336588.000000 Penalty: 3593.000977
	Iteration 9F: 3 clusters Score -8336588 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -8337959.500000 Penalty: 3593.000977
	Iteration 10Q: 3 clusters Score -8337960 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -8338777.000000 Penalty: 3593.000977
	Iteration 11Q: 3 clusters Score -8338777 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -8339212.000000 Penalty: 3593.000977
	Iteration 12Q: 3 clusters Score -8339212 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -8339440.500000 Penalty: 3593.000977
	Iteration 13Q: 3 clusters Score -8339440 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -8339523.000000 Penalty: 3593.000977
	Iteration 14Q: 3 clusters Score -8339523 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -8339556.500000 Penalty: 3593.000977
	Iteration 15Q: 3 clusters Score -8339556 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -8339606.000000 Penalty: 3593.000977
	Iteration 16Q: 3 clusters Score -8339606 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -8339643.000000 Penalty: 3593.000977
	Iteration 17Q: 3 clusters Score -8339643 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -8339706.500000 Penalty: 3593.000977
	Iteration 18Q: 3 clusters Score -8339706 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -8339767.500000 Penalty: 3593.000977
	Iteration 19Q: 3 clusters Score -8339768 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -8339817.500000 Penalty: 3593.000977
	Iteration 20F: 3 clusters Score -8339818 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -8339882.000000 Penalty: 3593.000977
	Iteration 21Q: 3 clusters Score -8339882 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -8339942.000000 Penalty: 3593.000977
	Iteration 22Q: 3 clusters Score -8339942 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -8339967.500000 Penalty: 3593.000977
	Iteration 23Q: 3 clusters Score -8339968 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -8340015.000000 Penalty: 3593.000977
	Iteration 24Q: 3 clusters Score -8340015 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -8340075.000000 Penalty: 3593.000977
	Iteration 25Q: 3 clusters Score -8340075 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -8340114.000000 Penalty: 3593.000977
	Iteration 26Q: 3 clusters Score -8340114 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -8340194.500000 Penalty: 3593.000977
	Iteration 27Q: 3 clusters Score -8340194 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8340274.000000 Penalty: 3593.000977
	Iteration 28Q: 3 clusters Score -8340274 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -8340367.500000 Penalty: 3593.000977
	Iteration 29Q: 3 clusters Score -8340368 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -8340499.500000 Penalty: 3593.000977
	Iteration 30Q: 3 clusters Score -8340500 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8340632.500000 Penalty: 3593.000977
	Iteration 31Q: 3 clusters Score -8340632 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -8340752.000000 Penalty: 3593.000977
	Iteration 32Q: 3 clusters Score -8340752 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -8340861.000000 Penalty: 3593.000977
	Iteration 33Q: 3 clusters Score -8340861 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -8341030.500000 Penalty: 3593.000977
	Iteration 34Q: 3 clusters Score -8341030 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -8341206.000000 Penalty: 3593.000977
	Iteration 35Q: 3 clusters Score -8341206 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -8341478.500000 Penalty: 3593.000977
	Iteration 36Q: 3 clusters Score -8341478 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -8341676.000000 Penalty: 3593.000977
	Iteration 37Q: 3 clusters Score -8341676 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -8341936.500000 Penalty: 3593.000977
	Iteration 38Q: 3 clusters Score -8341936 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -8342282.500000 Penalty: 3593.000977
	Iteration 39Q: 3 clusters Score -8342282 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -8342589.000000 Penalty: 3593.000977
	Iteration 40F: 3 clusters Score -8342589 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -8342985.500000 Penalty: 3593.000977
	Iteration 41Q: 3 clusters Score -8342986 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -8343445.000000 Penalty: 3593.000977
	Iteration 42Q: 3 clusters Score -8343445 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -8343899.500000 Penalty: 3593.000977
	Iteration 43Q: 3 clusters Score -8343900 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -8344421.500000 Penalty: 3593.000977
	Iteration 44Q: 3 clusters Score -8344422 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -8344975.500000 Penalty: 3593.000977
	Iteration 45Q: 3 clusters Score -8344976 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -8345547.000000 Penalty: 3593.000977
	Iteration 46Q: 3 clusters Score -8345547 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -8346040.500000 Penalty: 3593.000977
	Iteration 47Q: 3 clusters Score -8346040 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -8346588.000000 Penalty: 3593.000977
	Iteration 48Q: 3 clusters Score -8346588 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -8347120.500000 Penalty: 3593.000977
	Iteration 49Q: 3 clusters Score -8347120 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -8347582.000000 Penalty: 3593.000977
	Iteration 50Q: 3 clusters Score -8347582 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -8348022.500000 Penalty: 3593.000977
	Iteration 51Q: 3 clusters Score -8348022 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8348337.000000 Penalty: 3593.000977
	Iteration 52Q: 3 clusters Score -8348337 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8348654.500000 Penalty: 3593.000977
	Iteration 53Q: 3 clusters Score -8348654 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8348887.000000 Penalty: 3593.000977
	Iteration 54Q: 3 clusters Score -8348887 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8349034.500000 Penalty: 3593.000977
	Iteration 55Q: 3 clusters Score -8349034 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8349128.500000 Penalty: 3593.000977
	Iteration 56Q: 3 clusters Score -8349128 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8349187.500000 Penalty: 3593.000977
	Iteration 57Q: 3 clusters Score -8349188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8349237.500000 Penalty: 3593.000977
	Iteration 58Q: 3 clusters Score -8349238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8349270.000000 Penalty: 3593.000977
	Iteration 59Q: 3 clusters Score -8349270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8349299.000000 Penalty: 3593.000977
	Iteration 60F: 3 clusters Score -8349299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8349323.000000 Penalty: 3593.000977
	Iteration 61Q: 3 clusters Score -8349323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8349342.000000 Penalty: 3593.000977
	Iteration 62Q: 3 clusters Score -8349342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8349355.000000 Penalty: 3593.000977
	Iteration 63Q: 3 clusters Score -8349355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8349372.500000 Penalty: 3593.000977
	Iteration 64Q: 3 clusters Score -8349372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8349367.500000 Penalty: 3593.000977
	Iteration 65Q: 3 clusters Score -8349368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8349371.000000 Penalty: 3593.000977
	Iteration 66Q: 3 clusters Score -8349371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8349376.500000 Penalty: 3593.000977
	Iteration 67Q: 3 clusters Score -8349376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8349377.500000 Penalty: 3593.000977
	Iteration 68Q: 3 clusters Score -8349378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8349378.000000 Penalty: 3593.000977
	Iteration 69Q: 3 clusters Score -8349378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8349378.000000 Penalty: 3593.000977
	Iteration 70Q: 3 clusters Score -8349378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8349378.500000 Penalty: 3593.000977
	Iteration 71Q: 3 clusters Score -8349378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8349378.500000 Penalty: 3593.000977
	Iteration 72F: 3 clusters Score -8349378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Entering Unmasked Estep 
Score: -1495439.375000 Penalty: 1525.152466
	Iteration 0F: 2 clusters Score -1495439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1486947.500000 Penalty: 3050.304932
	Iteration 0F: 3 clusters Score -1486948 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1489749.500000 Penalty: 3050.304932
	Iteration 1F: 3 clusters Score -1489750 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1490197.375000 Penalty: 3050.304932
	Iteration 2F: 3 clusters Score -1490197 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1490752.625000 Penalty: 3050.304932
	Iteration 3F: 3 clusters Score -1490753 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1491348.375000 Penalty: 3050.304932
	Iteration 4F: 3 clusters Score -1491348 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1491893.250000 Penalty: 3050.304932
	Iteration 5F: 3 clusters Score -1491893 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1492323.375000 Penalty: 3050.304932
	Iteration 6F: 3 clusters Score -1492323 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1492651.250000 Penalty: 3050.304932
	Iteration 7F: 3 clusters Score -1492651 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1492877.000000 Penalty: 3050.304932
	Iteration 8Q: 3 clusters Score -1492877 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1493068.375000 Penalty: 3050.304932
	Iteration 9Q: 3 clusters Score -1493068 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1493206.875000 Penalty: 3050.304932
	Iteration 10Q: 3 clusters Score -1493207 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1493295.875000 Penalty: 3050.304932
	Iteration 11Q: 3 clusters Score -1493296 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1493355.500000 Penalty: 3050.304932
	Iteration 12Q: 3 clusters Score -1493356 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1493411.500000 Penalty: 3050.304932
	Iteration 13Q: 3 clusters Score -1493412 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1493457.375000 Penalty: 3050.304932
	Iteration 14Q: 3 clusters Score -1493457 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1493508.625000 Penalty: 3050.304932
	Iteration 15Q: 3 clusters Score -1493509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1493545.125000 Penalty: 3050.304932
	Iteration 16Q: 3 clusters Score -1493545 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1493583.125000 Penalty: 3050.304932
	Iteration 17Q: 3 clusters Score -1493583 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1493618.125000 Penalty: 3050.304932
	Iteration 18Q: 3 clusters Score -1493618 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1493644.875000 Penalty: 3050.304932
	Iteration 19Q: 3 clusters Score -1493645 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1493674.375000 Penalty: 3050.304932
	Iteration 20F: 3 clusters Score -1493674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1493697.750000 Penalty: 3050.304932
	Iteration 21Q: 3 clusters Score -1493698 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1493718.125000 Penalty: 3050.304932
	Iteration 22Q: 3 clusters Score -1493718 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1493745.125000 Penalty: 3050.304932
	Iteration 23Q: 3 clusters Score -1493745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1493763.250000 Penalty: 3050.304932
	Iteration 24Q: 3 clusters Score -1493763 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1493780.750000 Penalty: 3050.304932
	Iteration 25Q: 3 clusters Score -1493781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1493800.125000 Penalty: 3050.304932
	Iteration 26Q: 3 clusters Score -1493800 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1493822.125000 Penalty: 3050.304932
	Iteration 27Q: 3 clusters Score -1493822 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1493836.875000 Penalty: 3050.304932
	Iteration 28Q: 3 clusters Score -1493837 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1493867.875000 Penalty: 3050.304932
	Iteration 29Q: 3 clusters Score -1493868 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1493901.625000 Penalty: 3050.304932
	Iteration 30Q: 3 clusters Score -1493902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1493929.875000 Penalty: 3050.304932
	Iteration 31Q: 3 clusters Score -1493930 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1493964.500000 Penalty: 3050.304932
	Iteration 32Q: 3 clusters Score -1493964 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1494012.125000 Penalty: 3050.304932
	Iteration 33Q: 3 clusters Score -1494012 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1494066.625000 Penalty: 3050.304932
	Iteration 34Q: 3 clusters Score -1494067 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1494124.125000 Penalty: 3050.304932
	Iteration 35Q: 3 clusters Score -1494124 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1494182.375000 Penalty: 3050.304932
	Iteration 36Q: 3 clusters Score -1494182 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1494243.500000 Penalty: 3050.304932
	Iteration 37Q: 3 clusters Score -1494244 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1494320.875000 Penalty: 3050.304932
	Iteration 38Q: 3 clusters Score -1494321 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1494390.500000 Penalty: 3050.304932
	Iteration 39Q: 3 clusters Score -1494390 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1494461.000000 Penalty: 3050.304932
	Iteration 40F: 3 clusters Score -1494461 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1494522.500000 Penalty: 3050.304932
	Iteration 41Q: 3 clusters Score -1494522 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1494567.250000 Penalty: 3050.304932
	Iteration 42Q: 3 clusters Score -1494567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1494602.250000 Penalty: 3050.304932
	Iteration 43Q: 3 clusters Score -1494602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1494634.625000 Penalty: 3050.304932
	Iteration 44Q: 3 clusters Score -1494635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1494662.250000 Penalty: 3050.304932
	Iteration 45Q: 3 clusters Score -1494662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1494696.625000 Penalty: 3050.304932
	Iteration 46Q: 3 clusters Score -1494697 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1494717.625000 Penalty: 3050.304932
	Iteration 47Q: 3 clusters Score -1494718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1494735.750000 Penalty: 3050.304932
	Iteration 48Q: 3 clusters Score -1494736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1494748.500000 Penalty: 3050.304932
	Iteration 49Q: 3 clusters Score -1494748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1494753.500000 Penalty: 3050.304932
	Iteration 50Q: 3 clusters Score -1494754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1494764.500000 Penalty: 3050.304932
	Iteration 51Q: 3 clusters Score -1494764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1494764.625000 Penalty: 3050.304932
	Iteration 52Q: 3 clusters Score -1494765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1494767.625000 Penalty: 3050.304932
	Iteration 53Q: 3 clusters Score -1494768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1494772.375000 Penalty: 3050.304932
	Iteration 54Q: 3 clusters Score -1494772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1494772.125000 Penalty: 3050.304932
	Iteration 55Q: 3 clusters Score -1494772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1494775.500000 Penalty: 3050.304932
	Iteration 56Q: 3 clusters Score -1494776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1494777.250000 Penalty: 3050.304932
	Iteration 57Q: 3 clusters Score -1494777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1494780.125000 Penalty: 3050.304932
	Iteration 58Q: 3 clusters Score -1494780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1494781.875000 Penalty: 3050.304932
	Iteration 59Q: 3 clusters Score -1494782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1494782.375000 Penalty: 3050.304932
	Iteration 60F: 3 clusters Score -1494782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1494782.250000 Penalty: 3050.304932
	Iteration 61Q: 3 clusters Score -1494782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1494781.125000 Penalty: 3050.304932
	Iteration 62Q: 3 clusters Score -1494781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1494780.750000 Penalty: 3050.304932
	Iteration 63Q: 3 clusters Score -1494781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1494780.750000 Penalty: 3050.304932
	Iteration 64F: 3 clusters Score -1494781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Entering Unmasked Estep 
Score: -1558936.875000 Penalty: 1531.701416
	Iteration 0F: 2 clusters Score -1558937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1550154.125000 Penalty: 3063.402832
	Iteration 0F: 3 clusters Score -1550154 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1553167.000000 Penalty: 3063.402832
	Iteration 1F: 3 clusters Score -1553167 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1553476.500000 Penalty: 3063.402832
	Iteration 2F: 3 clusters Score -1553476 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1553763.875000 Penalty: 3063.402832
	Iteration 3F: 3 clusters Score -1553764 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1554040.250000 Penalty: 3063.402832
	Iteration 4Q: 3 clusters Score -1554040 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1554305.625000 Penalty: 3063.402832
	Iteration 5Q: 3 clusters Score -1554306 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1554586.500000 Penalty: 3063.402832
	Iteration 6Q: 3 clusters Score -1554586 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1554868.250000 Penalty: 3063.402832
	Iteration 7Q: 3 clusters Score -1554868 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1555195.625000 Penalty: 3063.402832
	Iteration 8Q: 3 clusters Score -1555196 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1555581.125000 Penalty: 3063.402832
	Iteration 9Q: 3 clusters Score -1555581 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1555936.000000 Penalty: 3063.402832
	Iteration 10Q: 3 clusters Score -1555936 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1556319.500000 Penalty: 3063.402832
	Iteration 11Q: 3 clusters Score -1556320 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1556641.750000 Penalty: 3063.402832
	Iteration 12Q: 3 clusters Score -1556642 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1556841.625000 Penalty: 3063.402832
	Iteration 13Q: 3 clusters Score -1556842 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1556985.375000 Penalty: 3063.402832
	Iteration 14Q: 3 clusters Score -1556985 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1557124.875000 Penalty: 3063.402832
	Iteration 15Q: 3 clusters Score -1557125 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1557230.000000 Penalty: 3063.402832
	Iteration 16Q: 3 clusters Score -1557230 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1557291.750000 Penalty: 3063.402832
	Iteration 17Q: 3 clusters Score -1557292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1557357.500000 Penalty: 3063.402832
	Iteration 18Q: 3 clusters Score -1557358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1557429.375000 Penalty: 3063.402832
	Iteration 19Q: 3 clusters Score -1557429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1557475.000000 Penalty: 3063.402832
	Iteration 20F: 3 clusters Score -1557475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1557494.500000 Penalty: 3063.402832
	Iteration 21Q: 3 clusters Score -1557494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1557522.250000 Penalty: 3063.402832
	Iteration 22Q: 3 clusters Score -1557522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1557543.625000 Penalty: 3063.402832
	Iteration 23Q: 3 clusters Score -1557544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1557564.625000 Penalty: 3063.402832
	Iteration 24Q: 3 clusters Score -1557565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1557567.375000 Penalty: 3063.402832
	Iteration 25Q: 3 clusters Score -1557567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1557578.125000 Penalty: 3063.402832
	Iteration 26Q: 3 clusters Score -1557578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1557586.500000 Penalty: 3063.402832
	Iteration 27Q: 3 clusters Score -1557586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1557590.125000 Penalty: 3063.402832
	Iteration 28Q: 3 clusters Score -1557590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1557597.500000 Penalty: 3063.402832
	Iteration 29Q: 3 clusters Score -1557598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1557599.875000 Penalty: 3063.402832
	Iteration 30Q: 3 clusters Score -1557600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1557600.875000 Penalty: 3063.402832
	Iteration 31Q: 3 clusters Score -1557601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1557608.625000 Penalty: 3063.402832
	Iteration 32Q: 3 clusters Score -1557609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1557609.875000 Penalty: 3063.402832
	Iteration 33Q: 3 clusters Score -1557610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1557614.125000 Penalty: 3063.402832
	Iteration 34Q: 3 clusters Score -1557614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1557615.875000 Penalty: 3063.402832
	Iteration 35Q: 3 clusters Score -1557616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1557613.500000 Penalty: 3063.402832
	Iteration 36Q: 3 clusters Score -1557614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1557613.125000 Penalty: 3063.402832
	Iteration 37Q: 3 clusters Score -1557613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1557613.125000 Penalty: 3063.402832
	Iteration 38F: 3 clusters Score -1557613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Entering Unmasked Estep 
Score: -1583103.625000 Penalty: 1526.077148
	Iteration 0F: 2 clusters Score -1583104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1574615.750000 Penalty: 3052.154297
	Iteration 0F: 3 clusters Score -1574616 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1577376.375000 Penalty: 3052.154297
	Iteration 1F: 3 clusters Score -1577376 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1577648.625000 Penalty: 3052.154297
	Iteration 2F: 3 clusters Score -1577649 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1577850.625000 Penalty: 3052.154297
	Iteration 3Q: 3 clusters Score -1577851 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1578051.125000 Penalty: 3052.154297
	Iteration 4Q: 3 clusters Score -1578051 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1578243.125000 Penalty: 3052.154297
	Iteration 5Q: 3 clusters Score -1578243 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1578435.250000 Penalty: 3052.154297
	Iteration 6Q: 3 clusters Score -1578435 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1578628.375000 Penalty: 3052.154297
	Iteration 7Q: 3 clusters Score -1578628 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1578882.500000 Penalty: 3052.154297
	Iteration 8Q: 3 clusters Score -1578882 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1579129.375000 Penalty: 3052.154297
	Iteration 9Q: 3 clusters Score -1579129 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1579416.875000 Penalty: 3052.154297
	Iteration 10Q: 3 clusters Score -1579417 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1579750.625000 Penalty: 3052.154297
	Iteration 11Q: 3 clusters Score -1579751 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1580084.375000 Penalty: 3052.154297
	Iteration 12Q: 3 clusters Score -1580084 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1580390.500000 Penalty: 3052.154297
	Iteration 13Q: 3 clusters Score -1580390 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1580635.750000 Penalty: 3052.154297
	Iteration 14Q: 3 clusters Score -1580636 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1580820.125000 Penalty: 3052.154297
	Iteration 15Q: 3 clusters Score -1580820 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1580954.500000 Penalty: 3052.154297
	Iteration 16Q: 3 clusters Score -1580954 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1581092.750000 Penalty: 3052.154297
	Iteration 17Q: 3 clusters Score -1581093 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1581237.500000 Penalty: 3052.154297
	Iteration 18Q: 3 clusters Score -1581238 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1581341.500000 Penalty: 3052.154297
	Iteration 19Q: 3 clusters Score -1581342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1581427.375000 Penalty: 3052.154297
	Iteration 20F: 3 clusters Score -1581427 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1581491.500000 Penalty: 3052.154297
	Iteration 21Q: 3 clusters Score -1581492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1581543.375000 Penalty: 3052.154297
	Iteration 22Q: 3 clusters Score -1581543 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1581591.125000 Penalty: 3052.154297
	Iteration 23Q: 3 clusters Score -1581591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1581625.500000 Penalty: 3052.154297
	Iteration 24Q: 3 clusters Score -1581626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1581641.375000 Penalty: 3052.154297
	Iteration 25Q: 3 clusters Score -1581641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1581669.000000 Penalty: 3052.154297
	Iteration 26Q: 3 clusters Score -1581669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1581690.500000 Penalty: 3052.154297
	Iteration 27Q: 3 clusters Score -1581690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1581706.750000 Penalty: 3052.154297
	Iteration 28Q: 3 clusters Score -1581707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1581723.375000 Penalty: 3052.154297
	Iteration 29Q: 3 clusters Score -1581723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1581737.125000 Penalty: 3052.154297
	Iteration 30Q: 3 clusters Score -1581737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1581746.750000 Penalty: 3052.154297
	Iteration 31Q: 3 clusters Score -1581747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1581754.125000 Penalty: 3052.154297
	Iteration 32Q: 3 clusters Score -1581754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1581761.000000 Penalty: 3052.154297
	Iteration 33Q: 3 clusters Score -1581761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1581763.000000 Penalty: 3052.154297
	Iteration 34Q: 3 clusters Score -1581763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1581770.125000 Penalty: 3052.154297
	Iteration 35Q: 3 clusters Score -1581770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1581770.875000 Penalty: 3052.154297
	Iteration 36Q: 3 clusters Score -1581771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1581771.750000 Penalty: 3052.154297
	Iteration 37Q: 3 clusters Score -1581772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1581772.875000 Penalty: 3052.154297
	Iteration 38Q: 3 clusters Score -1581773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1581773.625000 Penalty: 3052.154297
	Iteration 39Q: 3 clusters Score -1581774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1581777.375000 Penalty: 3052.154297
	Iteration 40F: 3 clusters Score -1581777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1581779.375000 Penalty: 3052.154297
	Iteration 41Q: 3 clusters Score -1581779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1581785.875000 Penalty: 3052.154297
	Iteration 42Q: 3 clusters Score -1581786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1581791.250000 Penalty: 3052.154297
	Iteration 43Q: 3 clusters Score -1581791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1581796.375000 Penalty: 3052.154297
	Iteration 44Q: 3 clusters Score -1581796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1581797.500000 Penalty: 3052.154297
	Iteration 45Q: 3 clusters Score -1581798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1581798.500000 Penalty: 3052.154297
	Iteration 46Q: 3 clusters Score -1581798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1581798.500000 Penalty: 3052.154297
	Iteration 47F: 3 clusters Score -1581798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Entering Unmasked Estep 
Score: -7137792.500000 Penalty: 1771.374878
	Iteration 0F: 2 clusters Score -7137792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -7101572.500000 Penalty: 3542.749756
	Iteration 0F: 3 clusters Score -7101572 nChanged 25482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -7115828.500000 Penalty: 3542.749756
	Iteration 1F: 3 clusters Score -7115828 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -7116322.500000 Penalty: 3542.749756
	Iteration 2Q: 3 clusters Score -7116322 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -7116864.000000 Penalty: 3542.749756
	Iteration 3Q: 3 clusters Score -7116864 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -7117505.000000 Penalty: 3542.749756
	Iteration 4Q: 3 clusters Score -7117505 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -7118307.000000 Penalty: 3542.749756
	Iteration 5Q: 3 clusters Score -7118307 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -7119309.500000 Penalty: 3542.749756
	Iteration 6Q: 3 clusters Score -7119310 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -7120771.000000 Penalty: 3542.749756
	Iteration 7F: 3 clusters Score -7120771 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -7122320.500000 Penalty: 3542.749756
	Iteration 8F: 3 clusters Score -7122320 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -7123928.500000 Penalty: 3542.749756
	Iteration 9F: 3 clusters Score -7123928 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -7125271.500000 Penalty: 3542.749756
	Iteration 10Q: 3 clusters Score -7125272 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -7126546.000000 Penalty: 3542.749756
	Iteration 11Q: 3 clusters Score -7126546 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -7127767.000000 Penalty: 3542.749756
	Iteration 12Q: 3 clusters Score -7127767 nChanged 1966
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -7129113.000000 Penalty: 3542.749756
	Iteration 13Q: 3 clusters Score -7129113 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -7130286.500000 Penalty: 3542.749756
	Iteration 14Q: 3 clusters Score -7130286 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -7130927.000000 Penalty: 3542.749756
	Iteration 15Q: 3 clusters Score -7130927 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -7131330.000000 Penalty: 3542.749756
	Iteration 16Q: 3 clusters Score -7131330 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -7131535.500000 Penalty: 3542.749756
	Iteration 17Q: 3 clusters Score -7131536 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -7131633.500000 Penalty: 3542.749756
	Iteration 18Q: 3 clusters Score -7131634 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -7131710.000000 Penalty: 3542.749756
	Iteration 19Q: 3 clusters Score -7131710 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -7131775.000000 Penalty: 3542.749756
	Iteration 20F: 3 clusters Score -7131775 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -7131831.500000 Penalty: 3542.749756
	Iteration 21Q: 3 clusters Score -7131832 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7131870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7131896 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7131888 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -7131909.000000 Penalty: 3542.749756
	Iteration 25Q: 3 clusters Score -7131909 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7131910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -7131940.000000 Penalty: 3542.749756
	Iteration 27Q: 3 clusters Score -7131940 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -7131933.500000 Penalty: 3542.749756
	Iteration 28Q: 3 clusters Score -7131934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -7131925.000000 Penalty: 3542.749756
	Iteration 29Q: 3 clusters Score -7131925 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -7131947.000000 Penalty: 3542.749756
	Iteration 30Q: 3 clusters Score -7131947 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -7131952.000000 Penalty: 3542.749756
	Iteration 31Q: 3 clusters Score -7131952 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -7131958.500000 Penalty: 3542.749756
	Iteration 32Q: 3 clusters Score -7131958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -7131965.000000 Penalty: 3542.749756
	Iteration 33Q: 3 clusters Score -7131965 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -7131979.500000 Penalty: 3542.749756
	Iteration 34Q: 3 clusters Score -7131980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -7132001.500000 Penalty: 3542.749756
	Iteration 35Q: 3 clusters Score -7132002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -7132007.000000 Penalty: 3542.749756
	Iteration 36Q: 3 clusters Score -7132007 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -7132023.500000 Penalty: 3542.749756
	Iteration 37Q: 3 clusters Score -7132024 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -7132012.000000 Penalty: 3542.749756
	Iteration 38Q: 3 clusters Score -7132012 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -7132013.000000 Penalty: 3542.749756
	Iteration 39Q: 3 clusters Score -7132013 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7132012 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7132028 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7132028 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -7132032.000000 Penalty: 3542.749756
	Iteration 43Q: 3 clusters Score -7132032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7132040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7132042 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7132036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7132044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -7132041.500000 Penalty: 3542.749756
	Iteration 48Q: 3 clusters Score -7132042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -7132054.500000 Penalty: 3542.749756
	Iteration 49Q: 3 clusters Score -7132054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -7132061.000000 Penalty: 3542.749756
	Iteration 50Q: 3 clusters Score -7132061 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7132058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -7132069.000000 Penalty: 3542.749756
	Iteration 52Q: 3 clusters Score -7132069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -7132085.000000 Penalty: 3542.749756
	Iteration 53Q: 3 clusters Score -7132085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7132074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -7132080.000000 Penalty: 3542.749756
	Iteration 55Q: 3 clusters Score -7132080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -7132059.500000 Penalty: 3542.749756
	Iteration 56Q: 3 clusters Score -7132060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -7132063.000000 Penalty: 3542.749756
	Iteration 57Q: 3 clusters Score -7132063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -7132077.000000 Penalty: 3542.749756
	Iteration 58Q: 3 clusters Score -7132077 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7132098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -7132101.500000 Penalty: 3542.749756
	Iteration 60F: 3 clusters Score -7132102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -7132112.500000 Penalty: 3542.749756
	Iteration 61Q: 3 clusters Score -7132112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
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Entering Unmasked Estep 
Score: -7132129.000000 Penalty: 3542.749756
	Iteration 62Q: 3 clusters Score -7132129 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -7132135.000000 Penalty: 3542.749756
	Iteration 63Q: 3 clusters Score -7132135 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -7132132.500000 Penalty: 3542.749756
	Iteration 64Q: 3 clusters Score -7132132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -7132128.500000 Penalty: 3542.749756
	Iteration 65Q: 3 clusters Score -7132128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -7132116.000000 Penalty: 3542.749756
	Iteration 66Q: 3 clusters Score -7132116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7132127 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -7132126.500000 Penalty: 3542.749756
	Iteration 68Q: 3 clusters Score -7132126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -7132134.500000 Penalty: 3542.749756
	Iteration 69Q: 3 clusters Score -7132134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -7132134.000000 Penalty: 3542.749756
	Iteration 70Q: 3 clusters Score -7132134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -7132138.500000 Penalty: 3542.749756
	Iteration 71Q: 3 clusters Score -7132138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -7132131.500000 Penalty: 3542.749756
	Iteration 72Q: 3 clusters Score -7132132 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -7132125.500000 Penalty: 3542.749756
	Iteration 73Q: 3 clusters Score -7132126 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7132126 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38537 members 
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Entering Unmasked Estep 
Score: -7132154.500000 Penalty: 3542.749756
	Iteration 75Q: 3 clusters Score -7132154 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -7132161.500000 Penalty: 3542.749756
	Iteration 76Q: 3 clusters Score -7132162 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -7132153.000000 Penalty: 3542.749756
	Iteration 77Q: 3 clusters Score -7132153 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -7132182.500000 Penalty: 3542.749756
	Iteration 78Q: 3 clusters Score -7132182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -7132191.000000 Penalty: 3542.749756
	Iteration 79Q: 3 clusters Score -7132191 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -7132200.000000 Penalty: 3542.749756
	Iteration 80F: 3 clusters Score -7132200 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -7132218.500000 Penalty: 3542.749756
	Iteration 81Q: 3 clusters Score -7132218 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7132228 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -7132223.000000 Penalty: 3542.749756
	Iteration 83Q: 3 clusters Score -7132223 nChanged 151
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Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -7132250.000000 Penalty: 3542.749756
	Iteration 84Q: 3 clusters Score -7132250 nChanged 163
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Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7132263 nChanged 175
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Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7132287 nChanged 185
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Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -7132323.500000 Penalty: 3542.749756
	Iteration 87Q: 3 clusters Score -7132324 nChanged 162
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Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7132327 nChanged 178
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Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7132349 nChanged 180
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Mstep: Class 1 contains 40576 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7132360 nChanged 166
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Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 13476 members 
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	Iteration 91Q: 3 clusters Score -7132398 nChanged 185
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Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7132396 nChanged 187
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Mstep: Class 1 contains 41108 members 
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Entering Unmasked Estep 
Score: -7132416.500000 Penalty: 3542.749756
	Iteration 93Q: 3 clusters Score -7132416 nChanged 211
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Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7132428 nChanged 223
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Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7132466 nChanged 226
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Mstep: Class 1 contains 41766 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7132484 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7132513 nChanged 259
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Mstep: Class 1 contains 42276 members 
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	Iteration 98Q: 3 clusters Score -7132544 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7132596 nChanged 279
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Mstep: Class 1 contains 42830 members 
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Entering Unmasked Estep 
Score: -7132640.500000 Penalty: 3542.749756
	Iteration 100F: 3 clusters Score -7132640 nChanged 279
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Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7132656 nChanged 301
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Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -7132728.500000 Penalty: 3542.749756
	Iteration 102Q: 3 clusters Score -7132728 nChanged 329
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7132800 nChanged 349
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Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7132848 nChanged 362
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Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -7132933.000000 Penalty: 3542.749756
	Iteration 105Q: 3 clusters Score -7132933 nChanged 351
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Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -7132995.500000 Penalty: 3542.749756
	Iteration 106Q: 3 clusters Score -7132996 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -7133086.500000 Penalty: 3542.749756
	Iteration 107Q: 3 clusters Score -7133086 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -7133138.000000 Penalty: 3542.749756
	Iteration 108Q: 3 clusters Score -7133138 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -7133226.000000 Penalty: 3542.749756
	Iteration 109Q: 3 clusters Score -7133226 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -7133321.500000 Penalty: 3542.749756
	Iteration 110Q: 3 clusters Score -7133322 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -7133439.500000 Penalty: 3542.749756
	Iteration 111Q: 3 clusters Score -7133440 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -7133573.500000 Penalty: 3542.749756
	Iteration 112Q: 3 clusters Score -7133574 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -7133665.000000 Penalty: 3542.749756
	Iteration 113Q: 3 clusters Score -7133665 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -7133789.000000 Penalty: 3542.749756
	Iteration 114Q: 3 clusters Score -7133789 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -7133923.500000 Penalty: 3542.749756
	Iteration 115Q: 3 clusters Score -7133924 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7134032.000000 Penalty: 3542.749756
	Iteration 116Q: 3 clusters Score -7134032 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -7134169.500000 Penalty: 3542.749756
	Iteration 117Q: 3 clusters Score -7134170 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -7134294.000000 Penalty: 3542.749756
	Iteration 118Q: 3 clusters Score -7134294 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7134450.000000 Penalty: 3542.749756
	Iteration 119Q: 3 clusters Score -7134450 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7134617.000000 Penalty: 3542.749756
	Iteration 120F: 3 clusters Score -7134617 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7134793.000000 Penalty: 3542.749756
	Iteration 121Q: 3 clusters Score -7134793 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -7134947.500000 Penalty: 3542.749756
	Iteration 122Q: 3 clusters Score -7134948 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7135145.000000 Penalty: 3542.749756
	Iteration 123Q: 3 clusters Score -7135145 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -7135284.000000 Penalty: 3542.749756
	Iteration 124Q: 3 clusters Score -7135284 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7135399.000000 Penalty: 3542.749756
	Iteration 125Q: 3 clusters Score -7135399 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7135510.500000 Penalty: 3542.749756
	Iteration 126Q: 3 clusters Score -7135510 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7135639.000000 Penalty: 3542.749756
	Iteration 127Q: 3 clusters Score -7135639 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7135713.500000 Penalty: 3542.749756
	Iteration 128Q: 3 clusters Score -7135714 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7135811.500000 Penalty: 3542.749756
	Iteration 129Q: 3 clusters Score -7135812 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7135866.500000 Penalty: 3542.749756
	Iteration 130Q: 3 clusters Score -7135866 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7135908.000000 Penalty: 3542.749756
	Iteration 131Q: 3 clusters Score -7135908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7135969.500000 Penalty: 3542.749756
	Iteration 132Q: 3 clusters Score -7135970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7136052.000000 Penalty: 3542.749756
	Iteration 133Q: 3 clusters Score -7136052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7136090.000000 Penalty: 3542.749756
	Iteration 134Q: 3 clusters Score -7136090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7136117.000000 Penalty: 3542.749756
	Iteration 135Q: 3 clusters Score -7136117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7136137.500000 Penalty: 3542.749756
	Iteration 136Q: 3 clusters Score -7136138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7136177.500000 Penalty: 3542.749756
	Iteration 137Q: 3 clusters Score -7136178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7136196.000000 Penalty: 3542.749756
	Iteration 138Q: 3 clusters Score -7136196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7136200.500000 Penalty: 3542.749756
	Iteration 139Q: 3 clusters Score -7136200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7136210.500000 Penalty: 3542.749756
	Iteration 140F: 3 clusters Score -7136210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7136218.000000 Penalty: 3542.749756
	Iteration 141Q: 3 clusters Score -7136218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7136229.000000 Penalty: 3542.749756
	Iteration 142Q: 3 clusters Score -7136229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7136244.000000 Penalty: 3542.749756
	Iteration 143Q: 3 clusters Score -7136244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7136253.500000 Penalty: 3542.749756
	Iteration 144Q: 3 clusters Score -7136254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7136253.000000 Penalty: 3542.749756
	Iteration 145Q: 3 clusters Score -7136253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7136253.500000 Penalty: 3542.749756
	Iteration 146Q: 3 clusters Score -7136254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7136253.500000 Penalty: 3542.749756
	Iteration 147Q: 3 clusters Score -7136254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7136255.000000 Penalty: 3542.749756
	Iteration 148Q: 3 clusters Score -7136255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7136253.000000 Penalty: 3542.749756
	Iteration 149Q: 3 clusters Score -7136253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7136254.500000 Penalty: 3542.749756
	Iteration 150Q: 3 clusters Score -7136254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7136260.500000 Penalty: 3542.749756
	Iteration 151Q: 3 clusters Score -7136260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7136257.000000 Penalty: 3542.749756
	Iteration 152Q: 3 clusters Score -7136257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7136261.500000 Penalty: 3542.749756
	Iteration 153Q: 3 clusters Score -7136262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7136260.500000 Penalty: 3542.749756
	Iteration 154Q: 3 clusters Score -7136260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7136266.500000 Penalty: 3542.749756
	Iteration 155Q: 3 clusters Score -7136266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7136265.000000 Penalty: 3542.749756
	Iteration 156Q: 3 clusters Score -7136265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7136265.500000 Penalty: 3542.749756
	Iteration 157Q: 3 clusters Score -7136266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7136268.500000 Penalty: 3542.749756
	Iteration 158Q: 3 clusters Score -7136268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7136271.000000 Penalty: 3542.749756
	Iteration 159Q: 3 clusters Score -7136271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7136268.500000 Penalty: 3542.749756
	Iteration 160F: 3 clusters Score -7136268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7136272.000000 Penalty: 3542.749756
	Iteration 161Q: 3 clusters Score -7136272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7136269.000000 Penalty: 3542.749756
	Iteration 162Q: 3 clusters Score -7136269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7136270.000000 Penalty: 3542.749756
	Iteration 163Q: 3 clusters Score -7136270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7136271.000000 Penalty: 3542.749756
	Iteration 164Q: 3 clusters Score -7136271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7136271.000000 Penalty: 3542.749756
	Iteration 165F: 3 clusters Score -7136271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Entering Unmasked Estep 
Score: -3745590.250000 Penalty: 1666.567261
	Iteration 0F: 2 clusters Score -3745590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3726380.000000 Penalty: 3333.134521
	Iteration 0F: 3 clusters Score -3726380 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3733680.750000 Penalty: 3333.134521
	Iteration 1F: 3 clusters Score -3733681 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3734099.750000 Penalty: 3333.134521
	Iteration 2Q: 3 clusters Score -3734100 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3734596.500000 Penalty: 3333.134521
	Iteration 3Q: 3 clusters Score -3734596 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3735269.500000 Penalty: 3333.134521
	Iteration 4F: 3 clusters Score -3735270 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3736334.250000 Penalty: 3333.134521
	Iteration 5F: 3 clusters Score -3736334 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3737974.500000 Penalty: 3333.134521
	Iteration 6F: 3 clusters Score -3737974 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3740014.500000 Penalty: 3333.134521
	Iteration 7F: 3 clusters Score -3740014 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3741840.000000 Penalty: 3333.134521
	Iteration 8F: 3 clusters Score -3741840 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3742990.250000 Penalty: 3333.134521
	Iteration 9Q: 3 clusters Score -3742990 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3743528.500000 Penalty: 3333.134521
	Iteration 10Q: 3 clusters Score -3743528 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3743805.500000 Penalty: 3333.134521
	Iteration 11Q: 3 clusters Score -3743806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3743922.750000 Penalty: 3333.134521
	Iteration 12Q: 3 clusters Score -3743923 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3743992.000000 Penalty: 3333.134521
	Iteration 13Q: 3 clusters Score -3743992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3744035.000000 Penalty: 3333.134521
	Iteration 14Q: 3 clusters Score -3744035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3744058.500000 Penalty: 3333.134521
	Iteration 15Q: 3 clusters Score -3744058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3744070.000000 Penalty: 3333.134521
	Iteration 16Q: 3 clusters Score -3744070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3744077.250000 Penalty: 3333.134521
	Iteration 17Q: 3 clusters Score -3744077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3744083.000000 Penalty: 3333.134521
	Iteration 18Q: 3 clusters Score -3744083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3744088.250000 Penalty: 3333.134521
	Iteration 19Q: 3 clusters Score -3744088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3744088.000000 Penalty: 3333.134521
	Iteration 20F: 3 clusters Score -3744088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3744089.000000 Penalty: 3333.134521
	Iteration 21Q: 3 clusters Score -3744089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3744093.000000 Penalty: 3333.134521
	Iteration 22Q: 3 clusters Score -3744093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3744099.750000 Penalty: 3333.134521
	Iteration 23Q: 3 clusters Score -3744100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3744106.250000 Penalty: 3333.134521
	Iteration 24Q: 3 clusters Score -3744106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3744106.750000 Penalty: 3333.134521
	Iteration 25Q: 3 clusters Score -3744107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3744106.750000 Penalty: 3333.134521
	Iteration 26F: 3 clusters Score -3744107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -121612.976562 Penalty: 1127.786133
	Iteration 0F: 2 clusters Score -121613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -120172.750000 Penalty: 2255.572266
	Iteration 0F: 3 clusters Score -120172.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120432.796875 Penalty: 2255.572266
	Iteration 1F: 3 clusters Score -120432.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120491.437500 Penalty: 2255.572266
	Iteration 2F: 3 clusters Score -120491.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120516.140625 Penalty: 2255.572266
	Iteration 3Q: 3 clusters Score -120516.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120546.421875 Penalty: 2255.572266
	Iteration 4Q: 3 clusters Score -120546.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120557.632812 Penalty: 2255.572266
	Iteration 5Q: 3 clusters Score -120557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120564.117188 Penalty: 2255.572266
	Iteration 6Q: 3 clusters Score -120564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120569.117188 Penalty: 2255.572266
	Iteration 7Q: 3 clusters Score -120569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -120574.851562 Penalty: 2255.572266
	Iteration 8Q: 3 clusters Score -120574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120585.523438 Penalty: 2255.572266
	Iteration 9Q: 3 clusters Score -120585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120594.421875 Penalty: 2255.572266
	Iteration 10Q: 3 clusters Score -120594.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120602.328125 Penalty: 2255.572266
	Iteration 11Q: 3 clusters Score -120602.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120607.320312 Penalty: 2255.572266
	Iteration 12Q: 3 clusters Score -120607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120608.703125 Penalty: 2255.572266
	Iteration 13Q: 3 clusters Score -120608.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120612.585938 Penalty: 2255.572266
	Iteration 14Q: 3 clusters Score -120612.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120615.890625 Penalty: 2255.572266
	Iteration 15Q: 3 clusters Score -120615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120616.382812 Penalty: 2255.572266
	Iteration 16Q: 3 clusters Score -120616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120616.867188 Penalty: 2255.572266
	Iteration 17Q: 3 clusters Score -120616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120616.867188 Penalty: 2255.572266
	Iteration 18F: 3 clusters Score -120616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -182891.921875 Penalty: 1188.939087
	Iteration 0F: 2 clusters Score -182891.9 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 750 members 
Entering Unmasked Estep 
Score: -181130.843750 Penalty: 2377.878174
	Iteration 0F: 3 clusters Score -181130.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -181515.234375 Penalty: 2377.878174
	Iteration 1F: 3 clusters Score -181515.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -181617.984375 Penalty: 2377.878174
	Iteration 2F: 3 clusters Score -181618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -181667.546875 Penalty: 2377.878174
	Iteration 3Q: 3 clusters Score -181667.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -181703.531250 Penalty: 2377.878174
	Iteration 4Q: 3 clusters Score -181703.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -181720.687500 Penalty: 2377.878174
	Iteration 5Q: 3 clusters Score -181720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181730.359375 Penalty: 2377.878174
	Iteration 6Q: 3 clusters Score -181730.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -181738.281250 Penalty: 2377.878174
	Iteration 7Q: 3 clusters Score -181738.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -181745.234375 Penalty: 2377.878174
	Iteration 8Q: 3 clusters Score -181745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -181752.781250 Penalty: 2377.878174
	Iteration 9Q: 3 clusters Score -181752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -181756.265625 Penalty: 2377.878174
	Iteration 10Q: 3 clusters Score -181756.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -181760.937500 Penalty: 2377.878174
	Iteration 11Q: 3 clusters Score -181760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -181765.156250 Penalty: 2377.878174
	Iteration 12Q: 3 clusters Score -181765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -181766.687500 Penalty: 2377.878174
	Iteration 13Q: 3 clusters Score -181766.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -181768.046875 Penalty: 2377.878174
	Iteration 14Q: 3 clusters Score -181768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -181771.109375 Penalty: 2377.878174
	Iteration 15Q: 3 clusters Score -181771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -181775.046875 Penalty: 2377.878174
	Iteration 16Q: 3 clusters Score -181775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -181777.312500 Penalty: 2377.878174
	Iteration 17Q: 3 clusters Score -181777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -181778.500000 Penalty: 2377.878174
	Iteration 18Q: 3 clusters Score -181778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -181779.625000 Penalty: 2377.878174
	Iteration 19Q: 3 clusters Score -181779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -181781.218750 Penalty: 2377.878174
	Iteration 20F: 3 clusters Score -181781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -181784.312500 Penalty: 2377.878174
	Iteration 21Q: 3 clusters Score -181784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -181785.093750 Penalty: 2377.878174
	Iteration 22Q: 3 clusters Score -181785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -181785.093750 Penalty: 2377.878174
	Iteration 23F: 3 clusters Score -181785.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Entering Unmasked Estep 
Score: -2236071.000000 Penalty: 1582.150513
	Iteration 0F: 2 clusters Score -2236071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2224476.500000 Penalty: 3164.301025
	Iteration 0F: 3 clusters Score -2224476 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2228499.500000 Penalty: 3164.301025
	Iteration 1F: 3 clusters Score -2228500 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2228817.000000 Penalty: 3164.301025
	Iteration 2Q: 3 clusters Score -2228817 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2229074.250000 Penalty: 3164.301025
	Iteration 3Q: 3 clusters Score -2229074 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2229335.750000 Penalty: 3164.301025
	Iteration 4Q: 3 clusters Score -2229336 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2229622.750000 Penalty: 3164.301025
	Iteration 5Q: 3 clusters Score -2229623 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2230050.750000 Penalty: 3164.301025
	Iteration 6Q: 3 clusters Score -2230051 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2230673.750000 Penalty: 3164.301025
	Iteration 7F: 3 clusters Score -2230674 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2231493.500000 Penalty: 3164.301025
	Iteration 8F: 3 clusters Score -2231494 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2232477.750000 Penalty: 3164.301025
	Iteration 9F: 3 clusters Score -2232478 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2233450.250000 Penalty: 3164.301025
	Iteration 10F: 3 clusters Score -2233450 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2234041.500000 Penalty: 3164.301025
	Iteration 11Q: 3 clusters Score -2234042 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2234378.000000 Penalty: 3164.301025
	Iteration 12Q: 3 clusters Score -2234378 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2234557.250000 Penalty: 3164.301025
	Iteration 13Q: 3 clusters Score -2234557 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2234653.250000 Penalty: 3164.301025
	Iteration 14Q: 3 clusters Score -2234653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2234710.000000 Penalty: 3164.301025
	Iteration 15Q: 3 clusters Score -2234710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2234728.250000 Penalty: 3164.301025
	Iteration 16Q: 3 clusters Score -2234728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2234732.250000 Penalty: 3164.301025
	Iteration 17Q: 3 clusters Score -2234732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2234742.750000 Penalty: 3164.301025
	Iteration 18Q: 3 clusters Score -2234743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2234748.500000 Penalty: 3164.301025
	Iteration 19Q: 3 clusters Score -2234748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2234750.500000 Penalty: 3164.301025
	Iteration 20F: 3 clusters Score -2234750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2234751.500000 Penalty: 3164.301025
	Iteration 21Q: 3 clusters Score -2234752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2234753.250000 Penalty: 3164.301025
	Iteration 22Q: 3 clusters Score -2234753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2234757.500000 Penalty: 3164.301025
	Iteration 23Q: 3 clusters Score -2234758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2234766.500000 Penalty: 3164.301025
	Iteration 24Q: 3 clusters Score -2234766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2234772.000000 Penalty: 3164.301025
	Iteration 25Q: 3 clusters Score -2234772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2234773.250000 Penalty: 3164.301025
	Iteration 26Q: 3 clusters Score -2234773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2234779.250000 Penalty: 3164.301025
	Iteration 27Q: 3 clusters Score -2234779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2234786.750000 Penalty: 3164.301025
	Iteration 28Q: 3 clusters Score -2234787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2234788.500000 Penalty: 3164.301025
	Iteration 29Q: 3 clusters Score -2234788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2234792.750000 Penalty: 3164.301025
	Iteration 30Q: 3 clusters Score -2234793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2234795.750000 Penalty: 3164.301025
	Iteration 31Q: 3 clusters Score -2234796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2234797.250000 Penalty: 3164.301025
	Iteration 32Q: 3 clusters Score -2234797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2234801.750000 Penalty: 3164.301025
	Iteration 33Q: 3 clusters Score -2234802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2234801.750000 Penalty: 3164.301025
	Iteration 34F: 3 clusters Score -2234802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Entering Unmasked Estep 
Score: -827564.562500 Penalty: 1428.220825
	Iteration 0F: 2 clusters Score -827564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -822572.687500 Penalty: 2856.441650
	Iteration 0F: 3 clusters Score -822572.7 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -824125.062500 Penalty: 2856.441650
	Iteration 1F: 3 clusters Score -824125.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -824337.812500 Penalty: 2856.441650
	Iteration 2F: 3 clusters Score -824337.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -824494.750000 Penalty: 2856.441650
	Iteration 3Q: 3 clusters Score -824494.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -824622.625000 Penalty: 2856.441650
	Iteration 4Q: 3 clusters Score -824622.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -824716.937500 Penalty: 2856.441650
	Iteration 5Q: 3 clusters Score -824716.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -824804.937500 Penalty: 2856.441650
	Iteration 6Q: 3 clusters Score -824804.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -824894.437500 Penalty: 2856.441650
	Iteration 7Q: 3 clusters Score -824894.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -824999.000000 Penalty: 2856.441650
	Iteration 8Q: 3 clusters Score -824999 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -825126.062500 Penalty: 2856.441650
	Iteration 9Q: 3 clusters Score -825126.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -825259.875000 Penalty: 2856.441650
	Iteration 10Q: 3 clusters Score -825259.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -825391.687500 Penalty: 2856.441650
	Iteration 11Q: 3 clusters Score -825391.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -825518.625000 Penalty: 2856.441650
	Iteration 12Q: 3 clusters Score -825518.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -825662.625000 Penalty: 2856.441650
	Iteration 13Q: 3 clusters Score -825662.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -825792.500000 Penalty: 2856.441650
	Iteration 14Q: 3 clusters Score -825792.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -825907.375000 Penalty: 2856.441650
	Iteration 15Q: 3 clusters Score -825907.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -825978.625000 Penalty: 2856.441650
	Iteration 16Q: 3 clusters Score -825978.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -826028.812500 Penalty: 2856.441650
	Iteration 17Q: 3 clusters Score -826028.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -826074.375000 Penalty: 2856.441650
	Iteration 18Q: 3 clusters Score -826074.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -826112.750000 Penalty: 2856.441650
	Iteration 19Q: 3 clusters Score -826112.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -826142.437500 Penalty: 2856.441650
	Iteration 20F: 3 clusters Score -826142.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -826176.062500 Penalty: 2856.441650
	Iteration 21Q: 3 clusters Score -826176.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -826199.812500 Penalty: 2856.441650
	Iteration 22Q: 3 clusters Score -826199.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -826217.500000 Penalty: 2856.441650
	Iteration 23Q: 3 clusters Score -826217.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -826227.750000 Penalty: 2856.441650
	Iteration 24Q: 3 clusters Score -826227.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -826239.250000 Penalty: 2856.441650
	Iteration 25Q: 3 clusters Score -826239.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -826256.000000 Penalty: 2856.441650
	Iteration 26Q: 3 clusters Score -826256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -826268.750000 Penalty: 2856.441650
	Iteration 27Q: 3 clusters Score -826268.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -826276.062500 Penalty: 2856.441650
	Iteration 28Q: 3 clusters Score -826276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -826283.812500 Penalty: 2856.441650
	Iteration 29Q: 3 clusters Score -826283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -826289.687500 Penalty: 2856.441650
	Iteration 30Q: 3 clusters Score -826289.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -826296.000000 Penalty: 2856.441650
	Iteration 31Q: 3 clusters Score -826296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -826301.812500 Penalty: 2856.441650
	Iteration 32Q: 3 clusters Score -826301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -826306.250000 Penalty: 2856.441650
	Iteration 33Q: 3 clusters Score -826306.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -826309.562500 Penalty: 2856.441650
	Iteration 34Q: 3 clusters Score -826309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -826312.187500 Penalty: 2856.441650
	Iteration 35Q: 3 clusters Score -826312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -826313.437500 Penalty: 2856.441650
	Iteration 36Q: 3 clusters Score -826313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -826318.187500 Penalty: 2856.441650
	Iteration 37Q: 3 clusters Score -826318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -826320.437500 Penalty: 2856.441650
	Iteration 38Q: 3 clusters Score -826320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -826322.062500 Penalty: 2856.441650
	Iteration 39Q: 3 clusters Score -826322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -826322.687500 Penalty: 2856.441650
	Iteration 40F: 3 clusters Score -826322.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -40011.351562 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -40011.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39188.660156 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -39188.66 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39421.226562 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -39421.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39521.398438 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -39521.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39550.167969 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -39550.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39574.769531 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -39574.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39583.347656 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -39583.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39585.476562 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -39585.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39585.476562 Penalty: 1933.958862
	Iteration 7F: 3 clusters Score -39585.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Entering Unmasked Estep 
Score: -4124264.750000 Penalty: 1682.424927
	Iteration 0F: 2 clusters Score -4124265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4103172.000000 Penalty: 3364.849854
	Iteration 0F: 3 clusters Score -4103172 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4111191.250000 Penalty: 3364.849854
	Iteration 1F: 3 clusters Score -4111191 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -4111700.250000 Penalty: 3364.849854
	Iteration 2Q: 3 clusters Score -4111700 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4112384.250000 Penalty: 3364.849854
	Iteration 3F: 3 clusters Score -4112384 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4113327.250000 Penalty: 3364.849854
	Iteration 4F: 3 clusters Score -4113327 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4114795.250000 Penalty: 3364.849854
	Iteration 5F: 3 clusters Score -4114795 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -4116729.250000 Penalty: 3364.849854
	Iteration 6F: 3 clusters Score -4116729 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -4118830.500000 Penalty: 3364.849854
	Iteration 7F: 3 clusters Score -4118830 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -4120552.500000 Penalty: 3364.849854
	Iteration 8F: 3 clusters Score -4120552 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -4121710.750000 Penalty: 3364.849854
	Iteration 9Q: 3 clusters Score -4121711 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4122302.000000 Penalty: 3364.849854
	Iteration 10Q: 3 clusters Score -4122302 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4122554.750000 Penalty: 3364.849854
	Iteration 11Q: 3 clusters Score -4122555 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4122667.750000 Penalty: 3364.849854
	Iteration 12Q: 3 clusters Score -4122668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4122722.000000 Penalty: 3364.849854
	Iteration 13Q: 3 clusters Score -4122722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -4122743.000000 Penalty: 3364.849854
	Iteration 14Q: 3 clusters Score -4122743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -4122760.750000 Penalty: 3364.849854
	Iteration 15Q: 3 clusters Score -4122761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4122775.500000 Penalty: 3364.849854
	Iteration 16Q: 3 clusters Score -4122776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4122781.750000 Penalty: 3364.849854
	Iteration 17Q: 3 clusters Score -4122782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4122789.000000 Penalty: 3364.849854
	Iteration 18Q: 3 clusters Score -4122789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -4122790.500000 Penalty: 3364.849854
	Iteration 19Q: 3 clusters Score -4122790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -4122790.500000 Penalty: 3364.849854
	Iteration 20F: 3 clusters Score -4122790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -257963.781250 Penalty: 1237.004761
	Iteration 0F: 2 clusters Score -257963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -255864.015625 Penalty: 2474.009521
	Iteration 0F: 3 clusters Score -255864 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -256339.109375 Penalty: 2474.009521
	Iteration 1F: 3 clusters Score -256339.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -256450.906250 Penalty: 2474.009521
	Iteration 2F: 3 clusters Score -256450.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -256506.703125 Penalty: 2474.009521
	Iteration 3Q: 3 clusters Score -256506.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -256538.156250 Penalty: 2474.009521
	Iteration 4Q: 3 clusters Score -256538.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -256573.046875 Penalty: 2474.009521
	Iteration 5Q: 3 clusters Score -256573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -256606.593750 Penalty: 2474.009521
	Iteration 6Q: 3 clusters Score -256606.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -256639.515625 Penalty: 2474.009521
	Iteration 7Q: 3 clusters Score -256639.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -256670.906250 Penalty: 2474.009521
	Iteration 8Q: 3 clusters Score -256670.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256689.015625 Penalty: 2474.009521
	Iteration 9Q: 3 clusters Score -256689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -256706.109375 Penalty: 2474.009521
	Iteration 10Q: 3 clusters Score -256706.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -256718.656250 Penalty: 2474.009521
	Iteration 11Q: 3 clusters Score -256718.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -256729.109375 Penalty: 2474.009521
	Iteration 12Q: 3 clusters Score -256729.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -256737.250000 Penalty: 2474.009521
	Iteration 13Q: 3 clusters Score -256737.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -256745.468750 Penalty: 2474.009521
	Iteration 14Q: 3 clusters Score -256745.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -256755.328125 Penalty: 2474.009521
	Iteration 15Q: 3 clusters Score -256755.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -256762.078125 Penalty: 2474.009521
	Iteration 16Q: 3 clusters Score -256762.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -256766.265625 Penalty: 2474.009521
	Iteration 17Q: 3 clusters Score -256766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -256768.765625 Penalty: 2474.009521
	Iteration 18Q: 3 clusters Score -256768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -256771.453125 Penalty: 2474.009521
	Iteration 19Q: 3 clusters Score -256771.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -256775.171875 Penalty: 2474.009521
	Iteration 20F: 3 clusters Score -256775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -256780.171875 Penalty: 2474.009521
	Iteration 21Q: 3 clusters Score -256780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -256783.484375 Penalty: 2474.009521
	Iteration 22Q: 3 clusters Score -256783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -256785.468750 Penalty: 2474.009521
	Iteration 23Q: 3 clusters Score -256785.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -256785.765625 Penalty: 2474.009521
	Iteration 24Q: 3 clusters Score -256785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -256788.171875 Penalty: 2474.009521
	Iteration 25Q: 3 clusters Score -256788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -256788.718750 Penalty: 2474.009521
	Iteration 26Q: 3 clusters Score -256788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -256788.718750 Penalty: 2474.009521
	Iteration 27F: 3 clusters Score -256788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15682 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66424 members 
Mstep: Class 5 contains 85297 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 63284 members 
Mstep: Class 8 contains 11915 members 
Mstep: Class 9 contains 12405 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54218 members 
Mstep: Class 12 contains 28447 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31363 members 
Mstep: Class 20 contains 2023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942088.000000 Penalty: 39969.566406
Iteration 199Q: 20 clusters Score -5.394209e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15684 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66441 members 
Mstep: Class 5 contains 85275 members 
Mstep: Class 6 contains 6741 members 
Mstep: Class 7 contains 63286 members 
Mstep: Class 8 contains 11915 members 
Mstep: Class 9 contains 12413 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 54220 members 
Mstep: Class 12 contains 28446 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31363 members 
Mstep: Class 20 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942104.000000 Penalty: 39969.566406
Iteration 200F: 20 clusters Score -5.39421e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15684 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66445 members 
Mstep: Class 5 contains 85265 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 63288 members 
Mstep: Class 8 contains 11915 members 
Mstep: Class 9 contains 12417 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 54218 members 
Mstep: Class 12 contains 28446 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16918 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31368 members 
Mstep: Class 20 contains 2017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942080.000000 Penalty: 39969.566406
Iteration 201Q: 20 clusters Score -5.394208e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15684 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66457 members 
Mstep: Class 5 contains 85250 members 
Mstep: Class 6 contains 6745 members 
Mstep: Class 7 contains 63287 members 
Mstep: Class 8 contains 11915 members 
Mstep: Class 9 contains 12422 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 54221 members 
Mstep: Class 12 contains 28446 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31368 members 
Mstep: Class 20 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942060.000000 Penalty: 39969.566406
Iteration 202Q: 20 clusters Score -5.394206e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15685 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66468 members 
Mstep: Class 5 contains 85229 members 
Mstep: Class 6 contains 6749 members 
Mstep: Class 7 contains 63291 members 
Mstep: Class 8 contains 11916 members 
Mstep: Class 9 contains 12424 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 54222 members 
Mstep: Class 12 contains 28446 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16915 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31370 members 
Mstep: Class 20 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942056.000000 Penalty: 39969.566406
Iteration 203Q: 20 clusters Score -5.394206e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66468 members 
Mstep: Class 5 contains 85220 members 
Mstep: Class 6 contains 6752 members 
Mstep: Class 7 contains 63293 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12434 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 54222 members 
Mstep: Class 12 contains 28447 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16915 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31371 members 
Mstep: Class 20 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942096.000000 Penalty: 39969.566406
Iteration 204Q: 20 clusters Score -5.39421e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15689 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66466 members 
Mstep: Class 5 contains 85216 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 63296 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12443 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 54217 members 
Mstep: Class 12 contains 28450 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31370 members 
Mstep: Class 20 contains 2000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942044.000000 Penalty: 39969.566406
Iteration 205Q: 20 clusters Score -5.394204e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15690 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66470 members 
Mstep: Class 5 contains 85207 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12449 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 54215 members 
Mstep: Class 12 contains 28450 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16913 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31372 members 
Mstep: Class 20 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942104.000000 Penalty: 39969.566406
Iteration 206Q: 20 clusters Score -5.39421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15691 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66469 members 
Mstep: Class 5 contains 85206 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 7 contains 63298 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12459 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 54212 members 
Mstep: Class 12 contains 28450 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31366 members 
Mstep: Class 20 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942120.000000 Penalty: 39969.566406
Iteration 207Q: 20 clusters Score -5.394212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15691 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66472 members 
Mstep: Class 5 contains 85198 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 7 contains 63298 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12464 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 54212 members 
Mstep: Class 12 contains 28450 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 6560 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31360 members 
Mstep: Class 20 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942144.000000 Penalty: 39969.566406
Iteration 208Q: 20 clusters Score -5.394214e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15693 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66473 members 
Mstep: Class 5 contains 85196 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 7 contains 63298 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12469 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 54210 members 
Mstep: Class 12 contains 28450 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16912 members 
Mstep: Class 16 contains 6560 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31357 members 
Mstep: Class 20 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942208.000000 Penalty: 39969.566406
Iteration 209Q: 20 clusters Score -5.394221e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15692 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66474 members 
Mstep: Class 5 contains 85192 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 7 contains 63298 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12481 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 54209 members 
Mstep: Class 12 contains 28452 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 16 contains 6561 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31351 members 
Mstep: Class 20 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942192.000000 Penalty: 39969.566406
Iteration 210Q: 20 clusters Score -5.394219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15691 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66477 members 
Mstep: Class 5 contains 85182 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 63298 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12490 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 54209 members 
Mstep: Class 12 contains 28456 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 16 contains 6560 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31346 members 
Mstep: Class 20 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942196.000000 Penalty: 39969.566406
Iteration 211Q: 20 clusters Score -5.39422e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15691 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66478 members 
Mstep: Class 5 contains 85181 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 63296 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12497 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54207 members 
Mstep: Class 12 contains 28455 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 6560 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31339 members 
Mstep: Class 20 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942192.000000 Penalty: 39969.566406
Iteration 212Q: 20 clusters Score -5.394219e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15693 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66482 members 
Mstep: Class 5 contains 85175 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63299 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54207 members 
Mstep: Class 12 contains 28457 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 6560 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31338 members 
Mstep: Class 20 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942192.000000 Penalty: 39969.566406
Iteration 213Q: 20 clusters Score -5.394219e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15692 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66484 members 
Mstep: Class 5 contains 85172 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12503 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54210 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 6561 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31339 members 
Mstep: Class 20 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942172.000000 Penalty: 39969.566406
Iteration 214Q: 20 clusters Score -5.394217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15693 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66487 members 
Mstep: Class 5 contains 85170 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63298 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 12507 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54208 members 
Mstep: Class 12 contains 28462 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16915 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31336 members 
Mstep: Class 20 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942200.000000 Penalty: 39969.566406
Iteration 215Q: 20 clusters Score -5.39422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15694 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66488 members 
Mstep: Class 5 contains 85167 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12508 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54207 members 
Mstep: Class 12 contains 28463 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 6563 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31336 members 
Mstep: Class 20 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942240.000000 Penalty: 39969.566406
Iteration 216Q: 20 clusters Score -5.394224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66490 members 
Mstep: Class 5 contains 85164 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12510 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54206 members 
Mstep: Class 12 contains 28463 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 6563 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31335 members 
Mstep: Class 20 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942220.000000 Penalty: 39969.566406
Iteration 217Q: 20 clusters Score -5.394222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15699 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66489 members 
Mstep: Class 5 contains 85161 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12513 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54208 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 6564 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31334 members 
Mstep: Class 20 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942196.000000 Penalty: 39969.566406
Iteration 218Q: 20 clusters Score -5.39422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15698 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66488 members 
Mstep: Class 5 contains 85160 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12512 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54209 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31336 members 
Mstep: Class 20 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942152.000000 Penalty: 39969.566406
Iteration 219Q: 20 clusters Score -5.394215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15697 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66488 members 
Mstep: Class 5 contains 85160 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12513 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54210 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31337 members 
Mstep: Class 20 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942168.000000 Penalty: 39969.566406
Iteration 220F: 20 clusters Score -5.394217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15697 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66490 members 
Mstep: Class 5 contains 85157 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54210 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31336 members 
Mstep: Class 20 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942188.000000 Penalty: 39969.566406
Iteration 221Q: 20 clusters Score -5.394219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15697 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66491 members 
Mstep: Class 5 contains 85155 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54210 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31335 members 
Mstep: Class 20 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942148.000000 Penalty: 39969.566406
Iteration 222Q: 20 clusters Score -5.394215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15697 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66492 members 
Mstep: Class 5 contains 85153 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12519 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 54210 members 
Mstep: Class 12 contains 28462 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16917 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31335 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942152.000000 Penalty: 39969.566406
Iteration 223Q: 20 clusters Score -5.394215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66497 members 
Mstep: Class 5 contains 85148 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54211 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16918 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31335 members 
Mstep: Class 20 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942136.000000 Penalty: 39969.566406
Iteration 224Q: 20 clusters Score -5.394214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66502 members 
Mstep: Class 5 contains 85142 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54213 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16918 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31334 members 
Mstep: Class 20 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942144.000000 Penalty: 39969.566406
Iteration 225Q: 20 clusters Score -5.394214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66505 members 
Mstep: Class 5 contains 85139 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54213 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31333 members 
Mstep: Class 20 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942120.000000 Penalty: 39969.566406
Iteration 226Q: 20 clusters Score -5.394212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66506 members 
Mstep: Class 5 contains 85137 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942120.000000 Penalty: 39969.566406
Iteration 227Q: 20 clusters Score -5.394212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66504 members 
Mstep: Class 5 contains 85139 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942144.000000 Penalty: 39969.566406
Iteration 228Q: 20 clusters Score -5.394214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66506 members 
Mstep: Class 5 contains 85137 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942140.000000 Penalty: 39969.566406
Iteration 229Q: 20 clusters Score -5.394214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66507 members 
Mstep: Class 5 contains 85135 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942140.000000 Penalty: 39969.566406
Iteration 230Q: 20 clusters Score -5.394214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66505 members 
Mstep: Class 5 contains 85137 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942128.000000 Penalty: 39969.566406
Iteration 231Q: 20 clusters Score -5.394213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66506 members 
Mstep: Class 5 contains 85136 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942116.000000 Penalty: 39969.566406
Iteration 232Q: 20 clusters Score -5.394212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66503 members 
Mstep: Class 5 contains 85139 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942120.000000 Penalty: 39969.566406
Iteration 233Q: 20 clusters Score -5.394212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66501 members 
Mstep: Class 5 contains 85142 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942136.000000 Penalty: 39969.566406
Iteration 234Q: 20 clusters Score -5.394214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66500 members 
Mstep: Class 5 contains 85143 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942140.000000 Penalty: 39969.566406
Iteration 235Q: 20 clusters Score -5.394214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66500 members 
Mstep: Class 5 contains 85143 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942136.000000 Penalty: 39969.566406
Iteration 236Q: 20 clusters Score -5.394214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66499 members 
Mstep: Class 5 contains 85144 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942156.000000 Penalty: 39969.566406
Iteration 237Q: 20 clusters Score -5.394216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66499 members 
Mstep: Class 5 contains 85144 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942148.000000 Penalty: 39969.566406
Iteration 238Q: 20 clusters Score -5.394215e+07 nChanged 5
Entering ConstructFrom: 
Score: -53942148.000000 Penalty: 39969.566406
Entering ConstructFrom: 
Trying to split cluster 1 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -287906.281250 Penalty: 1267.925415
	Iteration 0F: 2 clusters Score -287906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -285530.031250 Penalty: 2535.850830
	Iteration 0F: 3 clusters Score -285530 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -286184.875000 Penalty: 2535.850830
	Iteration 1F: 3 clusters Score -286184.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -286397.750000 Penalty: 2535.850830
	Iteration 2F: 3 clusters Score -286397.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -286593.625000 Penalty: 2535.850830
	Iteration 3F: 3 clusters Score -286593.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -286778.031250 Penalty: 2535.850830
	Iteration 4F: 3 clusters Score -286778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -286968.781250 Penalty: 2535.850830
	Iteration 5F: 3 clusters Score -286968.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -287116.406250 Penalty: 2535.850830
	Iteration 6F: 3 clusters Score -287116.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -287216.906250 Penalty: 2535.850830
	Iteration 7Q: 3 clusters Score -287216.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -287278.593750 Penalty: 2535.850830
	Iteration 8Q: 3 clusters Score -287278.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -287330.406250 Penalty: 2535.850830
	Iteration 9Q: 3 clusters Score -287330.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -287364.437500 Penalty: 2535.850830
	Iteration 10Q: 3 clusters Score -287364.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -287391.437500 Penalty: 2535.850830
	Iteration 11Q: 3 clusters Score -287391.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -287415.343750 Penalty: 2535.850830
	Iteration 12Q: 3 clusters Score -287415.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -287438.156250 Penalty: 2535.850830
	Iteration 13Q: 3 clusters Score -287438.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -287473.000000 Penalty: 2535.850830
	Iteration 14Q: 3 clusters Score -287473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -287498.093750 Penalty: 2535.850830
	Iteration 15Q: 3 clusters Score -287498.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -287510.968750 Penalty: 2535.850830
	Iteration 16Q: 3 clusters Score -287511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -287516.750000 Penalty: 2535.850830
	Iteration 17Q: 3 clusters Score -287516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -287522.531250 Penalty: 2535.850830
	Iteration 18Q: 3 clusters Score -287522.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -287527.281250 Penalty: 2535.850830
	Iteration 19Q: 3 clusters Score -287527.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -287536.062500 Penalty: 2535.850830
	Iteration 20F: 3 clusters Score -287536.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -287540.250000 Penalty: 2535.850830
	Iteration 21Q: 3 clusters Score -287540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -287543.812500 Penalty: 2535.850830
	Iteration 22Q: 3 clusters Score -287543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -287544.718750 Penalty: 2535.850830
	Iteration 23Q: 3 clusters Score -287544.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -287545.906250 Penalty: 2535.850830
	Iteration 24Q: 3 clusters Score -287545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -287547.375000 Penalty: 2535.850830
	Iteration 25Q: 3 clusters Score -287547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -287548.656250 Penalty: 2535.850830
	Iteration 26Q: 3 clusters Score -287548.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -287548.656250 Penalty: 2535.850830
	Iteration 27F: 3 clusters Score -287548.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Entering Unmasked Estep 
Score: -2076546.875000 Penalty: 1569.938721
	Iteration 0F: 2 clusters Score -2076547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2065801.000000 Penalty: 3139.877441
	Iteration 0F: 3 clusters Score -2065801 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2069469.250000 Penalty: 3139.877441
	Iteration 1F: 3 clusters Score -2069469 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2069824.000000 Penalty: 3139.877441
	Iteration 2F: 3 clusters Score -2069824 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2070178.000000 Penalty: 3139.877441
	Iteration 3F: 3 clusters Score -2070178 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2070529.125000 Penalty: 3139.877441
	Iteration 4F: 3 clusters Score -2070529 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2070886.000000 Penalty: 3139.877441
	Iteration 5Q: 3 clusters Score -2070886 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2071294.750000 Penalty: 3139.877441
	Iteration 6F: 3 clusters Score -2071295 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2071767.000000 Penalty: 3139.877441
	Iteration 7F: 3 clusters Score -2071767 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2072260.250000 Penalty: 3139.877441
	Iteration 8F: 3 clusters Score -2072260 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2072769.375000 Penalty: 3139.877441
	Iteration 9Q: 3 clusters Score -2072769 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2073190.875000 Penalty: 3139.877441
	Iteration 10Q: 3 clusters Score -2073191 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2073601.250000 Penalty: 3139.877441
	Iteration 11Q: 3 clusters Score -2073601 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2073967.875000 Penalty: 3139.877441
	Iteration 12Q: 3 clusters Score -2073968 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2074307.250000 Penalty: 3139.877441
	Iteration 13Q: 3 clusters Score -2074307 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2074590.875000 Penalty: 3139.877441
	Iteration 14Q: 3 clusters Score -2074591 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2074810.375000 Penalty: 3139.877441
	Iteration 15Q: 3 clusters Score -2074810 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2074956.875000 Penalty: 3139.877441
	Iteration 16Q: 3 clusters Score -2074957 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2075039.125000 Penalty: 3139.877441
	Iteration 17Q: 3 clusters Score -2075039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2075097.750000 Penalty: 3139.877441
	Iteration 18Q: 3 clusters Score -2075098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2075144.125000 Penalty: 3139.877441
	Iteration 19Q: 3 clusters Score -2075144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2075173.125000 Penalty: 3139.877441
	Iteration 20F: 3 clusters Score -2075173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2075195.000000 Penalty: 3139.877441
	Iteration 21Q: 3 clusters Score -2075195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2075214.500000 Penalty: 3139.877441
	Iteration 22Q: 3 clusters Score -2075214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2075221.875000 Penalty: 3139.877441
	Iteration 23Q: 3 clusters Score -2075222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2075229.750000 Penalty: 3139.877441
	Iteration 24Q: 3 clusters Score -2075230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2075237.375000 Penalty: 3139.877441
	Iteration 25Q: 3 clusters Score -2075237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2075241.875000 Penalty: 3139.877441
	Iteration 26Q: 3 clusters Score -2075242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2075246.375000 Penalty: 3139.877441
	Iteration 27Q: 3 clusters Score -2075246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2075246.375000 Penalty: 3139.877441
	Iteration 28F: 3 clusters Score -2075246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -29186.035156 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -29186.04 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 154 members 
Entering Unmasked Estep 
Score: -28462.285156 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -28462.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28654.316406 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -28654.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28714.652344 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -28714.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28733.126953 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -28733.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28736.851562 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -28736.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28736.851562 Penalty: 1858.033936
	Iteration 5F: 3 clusters Score -28736.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Entering Unmasked Estep 
Score: -8735508.000000 Penalty: 1804.555664
	Iteration 0F: 2 clusters Score -8735508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -8691922.000000 Penalty: 3609.111328
	Iteration 0F: 3 clusters Score -8691922 nChanged 31310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -8710224.000000 Penalty: 3609.111328
	Iteration 1F: 3 clusters Score -8710224 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -8711079.000000 Penalty: 3609.111328
	Iteration 2Q: 3 clusters Score -8711079 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -8712315.000000 Penalty: 3609.111328
	Iteration 3Q: 3 clusters Score -8712315 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -8714013.000000 Penalty: 3609.111328
	Iteration 4F: 3 clusters Score -8714013 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -8716454.000000 Penalty: 3609.111328
	Iteration 5F: 3 clusters Score -8716454 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -8719214.000000 Penalty: 3609.111328
	Iteration 6F: 3 clusters Score -8719214 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -8721813.000000 Penalty: 3609.111328
	Iteration 7F: 3 clusters Score -8721813 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -8724235.000000 Penalty: 3609.111328
	Iteration 8F: 3 clusters Score -8724235 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -8726412.000000 Penalty: 3609.111328
	Iteration 9Q: 3 clusters Score -8726412 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -8728190.000000 Penalty: 3609.111328
	Iteration 10Q: 3 clusters Score -8728190 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -8729205.000000 Penalty: 3609.111328
	Iteration 11Q: 3 clusters Score -8729205 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -8729827.000000 Penalty: 3609.111328
	Iteration 12Q: 3 clusters Score -8729827 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -8730166.000000 Penalty: 3609.111328
	Iteration 13Q: 3 clusters Score -8730166 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -8730472.000000 Penalty: 3609.111328
	Iteration 14Q: 3 clusters Score -8730472 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -8730789.000000 Penalty: 3609.111328
	Iteration 15Q: 3 clusters Score -8730789 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -8731095.000000 Penalty: 3609.111328
	Iteration 16Q: 3 clusters Score -8731095 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -8731480.000000 Penalty: 3609.111328
	Iteration 17Q: 3 clusters Score -8731480 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -8731820.000000 Penalty: 3609.111328
	Iteration 18Q: 3 clusters Score -8731820 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -8732134.000000 Penalty: 3609.111328
	Iteration 19Q: 3 clusters Score -8732134 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -8732352.000000 Penalty: 3609.111328
	Iteration 20F: 3 clusters Score -8732352 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -8732552.000000 Penalty: 3609.111328
	Iteration 21Q: 3 clusters Score -8732552 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -8732731.000000 Penalty: 3609.111328
	Iteration 22Q: 3 clusters Score -8732731 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -8732935.000000 Penalty: 3609.111328
	Iteration 23Q: 3 clusters Score -8732935 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -8733034.000000 Penalty: 3609.111328
	Iteration 24Q: 3 clusters Score -8733034 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8733181.000000 Penalty: 3609.111328
	Iteration 25Q: 3 clusters Score -8733181 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -8733309.000000 Penalty: 3609.111328
	Iteration 26Q: 3 clusters Score -8733309 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8733441.000000 Penalty: 3609.111328
	Iteration 27Q: 3 clusters Score -8733441 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -8733499.000000 Penalty: 3609.111328
	Iteration 28Q: 3 clusters Score -8733499 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -8733557.000000 Penalty: 3609.111328
	Iteration 29Q: 3 clusters Score -8733557 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -8733636.000000 Penalty: 3609.111328
	Iteration 30Q: 3 clusters Score -8733636 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8733701.000000 Penalty: 3609.111328
	Iteration 31Q: 3 clusters Score -8733701 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8733733.000000 Penalty: 3609.111328
	Iteration 32Q: 3 clusters Score -8733733 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8733758.000000 Penalty: 3609.111328
	Iteration 33Q: 3 clusters Score -8733758 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8733778.000000 Penalty: 3609.111328
	Iteration 34Q: 3 clusters Score -8733778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8733811.000000 Penalty: 3609.111328
	Iteration 35Q: 3 clusters Score -8733811 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8733838.000000 Penalty: 3609.111328
	Iteration 36Q: 3 clusters Score -8733838 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8733857.000000 Penalty: 3609.111328
	Iteration 37Q: 3 clusters Score -8733857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8733871.000000 Penalty: 3609.111328
	Iteration 38Q: 3 clusters Score -8733871 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8733901.000000 Penalty: 3609.111328
	Iteration 39Q: 3 clusters Score -8733901 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8733911.000000 Penalty: 3609.111328
	Iteration 40F: 3 clusters Score -8733911 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8733933.000000 Penalty: 3609.111328
	Iteration 41Q: 3 clusters Score -8733933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8733941.000000 Penalty: 3609.111328
	Iteration 42Q: 3 clusters Score -8733941 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8733939.000000 Penalty: 3609.111328
	Iteration 43Q: 3 clusters Score -8733939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8733948.000000 Penalty: 3609.111328
	Iteration 44Q: 3 clusters Score -8733948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8733968.000000 Penalty: 3609.111328
	Iteration 45Q: 3 clusters Score -8733968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8733975.000000 Penalty: 3609.111328
	Iteration 46Q: 3 clusters Score -8733975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8733985.000000 Penalty: 3609.111328
	Iteration 47Q: 3 clusters Score -8733985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8733987.000000 Penalty: 3609.111328
	Iteration 48Q: 3 clusters Score -8733987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8734012.000000 Penalty: 3609.111328
	Iteration 49Q: 3 clusters Score -8734012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8734037.000000 Penalty: 3609.111328
	Iteration 50Q: 3 clusters Score -8734037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8734063.000000 Penalty: 3609.111328
	Iteration 51Q: 3 clusters Score -8734063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8734065.000000 Penalty: 3609.111328
	Iteration 52Q: 3 clusters Score -8734065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8734086.000000 Penalty: 3609.111328
	Iteration 53Q: 3 clusters Score -8734086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8734098.000000 Penalty: 3609.111328
	Iteration 54Q: 3 clusters Score -8734098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8734105.000000 Penalty: 3609.111328
	Iteration 55Q: 3 clusters Score -8734105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8734101.000000 Penalty: 3609.111328
	Iteration 56Q: 3 clusters Score -8734101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8734102.000000 Penalty: 3609.111328
	Iteration 57Q: 3 clusters Score -8734102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8734118.000000 Penalty: 3609.111328
	Iteration 58Q: 3 clusters Score -8734118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8734106.000000 Penalty: 3609.111328
	Iteration 59Q: 3 clusters Score -8734106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8734113.000000 Penalty: 3609.111328
	Iteration 60F: 3 clusters Score -8734113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8734115.000000 Penalty: 3609.111328
	Iteration 61Q: 3 clusters Score -8734115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8734116.000000 Penalty: 3609.111328
	Iteration 62Q: 3 clusters Score -8734116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8734119.000000 Penalty: 3609.111328
	Iteration 63Q: 3 clusters Score -8734119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8734121.000000 Penalty: 3609.111328
	Iteration 64Q: 3 clusters Score -8734121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8734118.000000 Penalty: 3609.111328
	Iteration 65Q: 3 clusters Score -8734118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8734123.000000 Penalty: 3609.111328
	Iteration 66Q: 3 clusters Score -8734123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8734124.000000 Penalty: 3609.111328
	Iteration 67Q: 3 clusters Score -8734124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8734131.000000 Penalty: 3609.111328
	Iteration 68Q: 3 clusters Score -8734131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8734130.000000 Penalty: 3609.111328
	Iteration 69Q: 3 clusters Score -8734130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8734139.000000 Penalty: 3609.111328
	Iteration 70Q: 3 clusters Score -8734139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8734144.000000 Penalty: 3609.111328
	Iteration 71Q: 3 clusters Score -8734144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8734137.000000 Penalty: 3609.111328
	Iteration 72Q: 3 clusters Score -8734137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8734133.000000 Penalty: 3609.111328
	Iteration 73Q: 3 clusters Score -8734133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8734135.000000 Penalty: 3609.111328
	Iteration 74Q: 3 clusters Score -8734135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8734131.000000 Penalty: 3609.111328
	Iteration 75Q: 3 clusters Score -8734131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8734133.000000 Penalty: 3609.111328
	Iteration 76Q: 3 clusters Score -8734133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8734129.000000 Penalty: 3609.111328
	Iteration 77Q: 3 clusters Score -8734129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8734124.000000 Penalty: 3609.111328
	Iteration 78Q: 3 clusters Score -8734124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8734129.000000 Penalty: 3609.111328
	Iteration 79Q: 3 clusters Score -8734129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8734128.000000 Penalty: 3609.111328
	Iteration 80F: 3 clusters Score -8734128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Entering Unmasked Estep 
Score: -11244211.000000 Penalty: 1844.714111
	Iteration 0F: 2 clusters Score -1.124421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -11190841.000000 Penalty: 3689.428223
	Iteration 0F: 3 clusters Score -1.119084e+07 nChanged 40774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -11214318.000000 Penalty: 3689.428223
	Iteration 1F: 3 clusters Score -1.121432e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -11215182.000000 Penalty: 3689.428223
	Iteration 2Q: 3 clusters Score -1.121518e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -11216262.000000 Penalty: 3689.428223
	Iteration 3Q: 3 clusters Score -1.121626e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -11218085.000000 Penalty: 3689.428223
	Iteration 4Q: 3 clusters Score -1.121808e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -11220667.000000 Penalty: 3689.428223
	Iteration 5F: 3 clusters Score -1.122067e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -11224096.000000 Penalty: 3689.428223
	Iteration 6F: 3 clusters Score -1.12241e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -11228054.000000 Penalty: 3689.428223
	Iteration 7F: 3 clusters Score -1.122805e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -11232117.000000 Penalty: 3689.428223
	Iteration 8F: 3 clusters Score -1.123212e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -11235647.000000 Penalty: 3689.428223
	Iteration 9F: 3 clusters Score -1.123565e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -11238281.000000 Penalty: 3689.428223
	Iteration 10Q: 3 clusters Score -1.123828e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 82280 members 
Entering Unmasked Estep 
Score: -11240183.000000 Penalty: 3689.428223
	Iteration 11Q: 3 clusters Score -1.124018e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -11241448.000000 Penalty: 3689.428223
	Iteration 12Q: 3 clusters Score -1.124145e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -11242054.000000 Penalty: 3689.428223
	Iteration 13Q: 3 clusters Score -1.124205e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -11242311.000000 Penalty: 3689.428223
	Iteration 14Q: 3 clusters Score -1.124231e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -11242431.000000 Penalty: 3689.428223
	Iteration 15Q: 3 clusters Score -1.124243e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -11242485.000000 Penalty: 3689.428223
	Iteration 16Q: 3 clusters Score -1.124248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -11242525.000000 Penalty: 3689.428223
	Iteration 17Q: 3 clusters Score -1.124252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -11242544.000000 Penalty: 3689.428223
	Iteration 18Q: 3 clusters Score -1.124254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -11242548.000000 Penalty: 3689.428223
	Iteration 19Q: 3 clusters Score -1.124255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
Score: -11242559.000000 Penalty: 3689.428223
	Iteration 20F: 3 clusters Score -1.124256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
Score: -11242554.000000 Penalty: 3689.428223
	Iteration 21Q: 3 clusters Score -1.124255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -11242566.000000 Penalty: 3689.428223
	Iteration 22Q: 3 clusters Score -1.124257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -11242575.000000 Penalty: 3689.428223
	Iteration 23Q: 3 clusters Score -1.124258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -11242572.000000 Penalty: 3689.428223
	Iteration 24Q: 3 clusters Score -1.124257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -11242573.000000 Penalty: 3689.428223
	Iteration 25Q: 3 clusters Score -1.124257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -11242583.000000 Penalty: 3689.428223
	Iteration 26Q: 3 clusters Score -1.124258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -11242570.000000 Penalty: 3689.428223
	Iteration 27Q: 3 clusters Score -1.124257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -11242570.000000 Penalty: 3689.428223
	Iteration 28F: 3 clusters Score -1.124257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Entering Unmasked Estep 
Score: -891909.375000 Penalty: 1433.027466
	Iteration 0F: 2 clusters Score -891909.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -886781.500000 Penalty: 2866.054932
	Iteration 0F: 3 clusters Score -886781.5 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -888393.750000 Penalty: 2866.054932
	Iteration 1F: 3 clusters Score -888393.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -888601.375000 Penalty: 2866.054932
	Iteration 2F: 3 clusters Score -888601.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -888768.937500 Penalty: 2866.054932
	Iteration 3F: 3 clusters Score -888768.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -888917.312500 Penalty: 2866.054932
	Iteration 4Q: 3 clusters Score -888917.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -889064.375000 Penalty: 2866.054932
	Iteration 5Q: 3 clusters Score -889064.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -889200.125000 Penalty: 2866.054932
	Iteration 6Q: 3 clusters Score -889200.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -889319.562500 Penalty: 2866.054932
	Iteration 7Q: 3 clusters Score -889319.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -889447.375000 Penalty: 2866.054932
	Iteration 8Q: 3 clusters Score -889447.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -889579.312500 Penalty: 2866.054932
	Iteration 9Q: 3 clusters Score -889579.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -889704.375000 Penalty: 2866.054932
	Iteration 10Q: 3 clusters Score -889704.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -889830.312500 Penalty: 2866.054932
	Iteration 11Q: 3 clusters Score -889830.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -889955.937500 Penalty: 2866.054932
	Iteration 12Q: 3 clusters Score -889955.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -890095.312500 Penalty: 2866.054932
	Iteration 13Q: 3 clusters Score -890095.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -890220.062500 Penalty: 2866.054932
	Iteration 14Q: 3 clusters Score -890220.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -890344.750000 Penalty: 2866.054932
	Iteration 15Q: 3 clusters Score -890344.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -890438.750000 Penalty: 2866.054932
	Iteration 16Q: 3 clusters Score -890438.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -890502.312500 Penalty: 2866.054932
	Iteration 17Q: 3 clusters Score -890502.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -890569.500000 Penalty: 2866.054932
	Iteration 18Q: 3 clusters Score -890569.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -890625.062500 Penalty: 2866.054932
	Iteration 19Q: 3 clusters Score -890625.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -890665.250000 Penalty: 2866.054932
	Iteration 20F: 3 clusters Score -890665.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -890697.250000 Penalty: 2866.054932
	Iteration 21Q: 3 clusters Score -890697.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -890727.562500 Penalty: 2866.054932
	Iteration 22Q: 3 clusters Score -890727.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -890759.625000 Penalty: 2866.054932
	Iteration 23Q: 3 clusters Score -890759.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -890793.250000 Penalty: 2866.054932
	Iteration 24Q: 3 clusters Score -890793.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -890829.687500 Penalty: 2866.054932
	Iteration 25Q: 3 clusters Score -890829.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -890852.625000 Penalty: 2866.054932
	Iteration 26Q: 3 clusters Score -890852.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -890872.125000 Penalty: 2866.054932
	Iteration 27Q: 3 clusters Score -890872.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -890892.125000 Penalty: 2866.054932
	Iteration 28Q: 3 clusters Score -890892.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -890905.062500 Penalty: 2866.054932
	Iteration 29Q: 3 clusters Score -890905.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -890913.875000 Penalty: 2866.054932
	Iteration 30Q: 3 clusters Score -890913.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -890928.312500 Penalty: 2866.054932
	Iteration 31Q: 3 clusters Score -890928.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -890937.750000 Penalty: 2866.054932
	Iteration 32Q: 3 clusters Score -890937.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -890946.937500 Penalty: 2866.054932
	Iteration 33Q: 3 clusters Score -890946.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -890957.937500 Penalty: 2866.054932
	Iteration 34Q: 3 clusters Score -890957.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -890967.125000 Penalty: 2866.054932
	Iteration 35Q: 3 clusters Score -890967.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -890970.625000 Penalty: 2866.054932
	Iteration 36Q: 3 clusters Score -890970.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -890977.437500 Penalty: 2866.054932
	Iteration 37Q: 3 clusters Score -890977.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -890984.562500 Penalty: 2866.054932
	Iteration 38Q: 3 clusters Score -890984.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -890986.875000 Penalty: 2866.054932
	Iteration 39Q: 3 clusters Score -890986.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -890991.125000 Penalty: 2866.054932
	Iteration 40F: 3 clusters Score -890991.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -890992.625000 Penalty: 2866.054932
	Iteration 41Q: 3 clusters Score -890992.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -890997.125000 Penalty: 2866.054932
	Iteration 42Q: 3 clusters Score -890997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -890997.125000 Penalty: 2866.054932
	Iteration 43Q: 3 clusters Score -890997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -890997.000000 Penalty: 2866.054932
	Iteration 44Q: 3 clusters Score -890997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -890998.687500 Penalty: 2866.054932
	Iteration 45Q: 3 clusters Score -890998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -890999.000000 Penalty: 2866.054932
	Iteration 46Q: 3 clusters Score -890999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -890998.750000 Penalty: 2866.054932
	Iteration 47Q: 3 clusters Score -890998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -890997.687500 Penalty: 2866.054932
	Iteration 48Q: 3 clusters Score -890997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -890997.562500 Penalty: 2866.054932
	Iteration 49Q: 3 clusters Score -890997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -890999.562500 Penalty: 2866.054932
	Iteration 50Q: 3 clusters Score -890999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -890998.812500 Penalty: 2866.054932
	Iteration 51Q: 3 clusters Score -890998.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -891001.937500 Penalty: 2866.054932
	Iteration 52Q: 3 clusters Score -891001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -891007.000000 Penalty: 2866.054932
	Iteration 53Q: 3 clusters Score -891007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -891010.625000 Penalty: 2866.054932
	Iteration 54Q: 3 clusters Score -891010.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -891012.687500 Penalty: 2866.054932
	Iteration 55Q: 3 clusters Score -891012.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -891019.812500 Penalty: 2866.054932
	Iteration 56Q: 3 clusters Score -891019.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -891021.500000 Penalty: 2866.054932
	Iteration 57Q: 3 clusters Score -891021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -891023.437500 Penalty: 2866.054932
	Iteration 58Q: 3 clusters Score -891023.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -891027.062500 Penalty: 2866.054932
	Iteration 59Q: 3 clusters Score -891027.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -891029.812500 Penalty: 2866.054932
	Iteration 60F: 3 clusters Score -891029.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -891033.875000 Penalty: 2866.054932
	Iteration 61Q: 3 clusters Score -891033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -891035.062500 Penalty: 2866.054932
	Iteration 62Q: 3 clusters Score -891035.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -891038.750000 Penalty: 2866.054932
	Iteration 63Q: 3 clusters Score -891038.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -891041.937500 Penalty: 2866.054932
	Iteration 64Q: 3 clusters Score -891041.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -891046.000000 Penalty: 2866.054932
	Iteration 65Q: 3 clusters Score -891046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -891047.500000 Penalty: 2866.054932
	Iteration 66Q: 3 clusters Score -891047.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -891050.625000 Penalty: 2866.054932
	Iteration 67Q: 3 clusters Score -891050.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -891055.750000 Penalty: 2866.054932
	Iteration 68Q: 3 clusters Score -891055.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -891059.125000 Penalty: 2866.054932
	Iteration 69Q: 3 clusters Score -891059.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -891058.312500 Penalty: 2866.054932
	Iteration 70Q: 3 clusters Score -891058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -891063.062500 Penalty: 2866.054932
	Iteration 71Q: 3 clusters Score -891063.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -891062.375000 Penalty: 2866.054932
	Iteration 72Q: 3 clusters Score -891062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -891064.000000 Penalty: 2866.054932
	Iteration 73Q: 3 clusters Score -891064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -891066.437500 Penalty: 2866.054932
	Iteration 74Q: 3 clusters Score -891066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -891070.625000 Penalty: 2866.054932
	Iteration 75Q: 3 clusters Score -891070.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -891074.875000 Penalty: 2866.054932
	Iteration 76Q: 3 clusters Score -891074.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -891078.687500 Penalty: 2866.054932
	Iteration 77Q: 3 clusters Score -891078.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -891079.500000 Penalty: 2866.054932
	Iteration 78Q: 3 clusters Score -891079.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -891083.687500 Penalty: 2866.054932
	Iteration 79Q: 3 clusters Score -891083.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -891087.875000 Penalty: 2866.054932
	Iteration 80F: 3 clusters Score -891087.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -891093.187500 Penalty: 2866.054932
	Iteration 81Q: 3 clusters Score -891093.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -891094.437500 Penalty: 2866.054932
	Iteration 82Q: 3 clusters Score -891094.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -891101.187500 Penalty: 2866.054932
	Iteration 83Q: 3 clusters Score -891101.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -891106.750000 Penalty: 2866.054932
	Iteration 84Q: 3 clusters Score -891106.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -891112.500000 Penalty: 2866.054932
	Iteration 85Q: 3 clusters Score -891112.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -891113.437500 Penalty: 2866.054932
	Iteration 86Q: 3 clusters Score -891113.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -891118.500000 Penalty: 2866.054932
	Iteration 87Q: 3 clusters Score -891118.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -891122.375000 Penalty: 2866.054932
	Iteration 88Q: 3 clusters Score -891122.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -891122.812500 Penalty: 2866.054932
	Iteration 89Q: 3 clusters Score -891122.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -891124.812500 Penalty: 2866.054932
	Iteration 90Q: 3 clusters Score -891124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -891128.875000 Penalty: 2866.054932
	Iteration 91Q: 3 clusters Score -891128.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -891132.375000 Penalty: 2866.054932
	Iteration 92Q: 3 clusters Score -891132.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -891134.937500 Penalty: 2866.054932
	Iteration 93Q: 3 clusters Score -891134.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -891142.562500 Penalty: 2866.054932
	Iteration 94Q: 3 clusters Score -891142.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -891143.500000 Penalty: 2866.054932
	Iteration 95Q: 3 clusters Score -891143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -891145.250000 Penalty: 2866.054932
	Iteration 96Q: 3 clusters Score -891145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -891144.875000 Penalty: 2866.054932
	Iteration 97Q: 3 clusters Score -891144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -891148.187500 Penalty: 2866.054932
	Iteration 98Q: 3 clusters Score -891148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -891147.062500 Penalty: 2866.054932
	Iteration 99Q: 3 clusters Score -891147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -891147.312500 Penalty: 2866.054932
	Iteration 100F: 3 clusters Score -891147.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Entering Unmasked Estep 
Score: -8352493.500000 Penalty: 1796.533936
	Iteration 0F: 2 clusters Score -8352494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -8310932.500000 Penalty: 3593.067871
	Iteration 0F: 3 clusters Score -8310932 nChanged 29832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -8327975.500000 Penalty: 3593.067871
	Iteration 1F: 3 clusters Score -8327976 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -8328435.000000 Penalty: 3593.067871
	Iteration 2Q: 3 clusters Score -8328435 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -8329076.000000 Penalty: 3593.067871
	Iteration 3Q: 3 clusters Score -8329076 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -8329966.000000 Penalty: 3593.067871
	Iteration 4Q: 3 clusters Score -8329966 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -8331163.000000 Penalty: 3593.067871
	Iteration 5Q: 3 clusters Score -8331163 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -8333102.500000 Penalty: 3593.067871
	Iteration 6F: 3 clusters Score -8333102 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -8335852.000000 Penalty: 3593.067871
	Iteration 7F: 3 clusters Score -8335852 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -8339014.000000 Penalty: 3593.067871
	Iteration 8F: 3 clusters Score -8339014 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -8342375.500000 Penalty: 3593.067871
	Iteration 9F: 3 clusters Score -8342376 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -8345357.000000 Penalty: 3593.067871
	Iteration 10F: 3 clusters Score -8345357 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -8347666.000000 Penalty: 3593.067871
	Iteration 11Q: 3 clusters Score -8347666 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -8349212.000000 Penalty: 3593.067871
	Iteration 12Q: 3 clusters Score -8349212 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -8350093.000000 Penalty: 3593.067871
	Iteration 13Q: 3 clusters Score -8350093 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -8350536.500000 Penalty: 3593.067871
	Iteration 14Q: 3 clusters Score -8350536 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -8350812.000000 Penalty: 3593.067871
	Iteration 15Q: 3 clusters Score -8350812 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -8350958.500000 Penalty: 3593.067871
	Iteration 16Q: 3 clusters Score -8350958 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -8351012.500000 Penalty: 3593.067871
	Iteration 17Q: 3 clusters Score -8351012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -8351076.500000 Penalty: 3593.067871
	Iteration 18Q: 3 clusters Score -8351076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -8351120.000000 Penalty: 3593.067871
	Iteration 19Q: 3 clusters Score -8351120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -8351136.000000 Penalty: 3593.067871
	Iteration 20F: 3 clusters Score -8351136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -8351160.000000 Penalty: 3593.067871
	Iteration 21Q: 3 clusters Score -8351160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -8351163.500000 Penalty: 3593.067871
	Iteration 22Q: 3 clusters Score -8351164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -8351163.000000 Penalty: 3593.067871
	Iteration 23Q: 3 clusters Score -8351163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -8351163.000000 Penalty: 3593.067871
	Iteration 24Q: 3 clusters Score -8351163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -8351174.500000 Penalty: 3593.067871
	Iteration 25Q: 3 clusters Score -8351174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -8351165.500000 Penalty: 3593.067871
	Iteration 26Q: 3 clusters Score -8351166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -8351175.500000 Penalty: 3593.067871
	Iteration 27Q: 3 clusters Score -8351176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -8351186.000000 Penalty: 3593.067871
	Iteration 28Q: 3 clusters Score -8351186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -8351181.500000 Penalty: 3593.067871
	Iteration 29Q: 3 clusters Score -8351182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -8351192.000000 Penalty: 3593.067871
	Iteration 30Q: 3 clusters Score -8351192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -8351202.500000 Penalty: 3593.067871
	Iteration 31Q: 3 clusters Score -8351202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -8351204.000000 Penalty: 3593.067871
	Iteration 32Q: 3 clusters Score -8351204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -8351212.500000 Penalty: 3593.067871
	Iteration 33Q: 3 clusters Score -8351212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -8351202.000000 Penalty: 3593.067871
	Iteration 34Q: 3 clusters Score -8351202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -8351199.500000 Penalty: 3593.067871
	Iteration 35Q: 3 clusters Score -8351200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -8351199.000000 Penalty: 3593.067871
	Iteration 36Q: 3 clusters Score -8351199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -8351201.000000 Penalty: 3593.067871
	Iteration 37Q: 3 clusters Score -8351201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -8351208.000000 Penalty: 3593.067871
	Iteration 38Q: 3 clusters Score -8351208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -8351202.000000 Penalty: 3593.067871
	Iteration 39Q: 3 clusters Score -8351202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -8351208.000000 Penalty: 3593.067871
	Iteration 40F: 3 clusters Score -8351208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -8351211.000000 Penalty: 3593.067871
	Iteration 41Q: 3 clusters Score -8351211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -8351202.000000 Penalty: 3593.067871
	Iteration 42Q: 3 clusters Score -8351202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -8351201.500000 Penalty: 3593.067871
	Iteration 43Q: 3 clusters Score -8351202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -8351204.500000 Penalty: 3593.067871
	Iteration 44Q: 3 clusters Score -8351204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -8351201.500000 Penalty: 3593.067871
	Iteration 45Q: 3 clusters Score -8351202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -8351207.000000 Penalty: 3593.067871
	Iteration 46Q: 3 clusters Score -8351207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -8351204.500000 Penalty: 3593.067871
	Iteration 47Q: 3 clusters Score -8351204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -8351203.000000 Penalty: 3593.067871
	Iteration 48Q: 3 clusters Score -8351203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -8351202.500000 Penalty: 3593.067871
	Iteration 49Q: 3 clusters Score -8351202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -8351205.500000 Penalty: 3593.067871
	Iteration 50Q: 3 clusters Score -8351206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -8351205.500000 Penalty: 3593.067871
	Iteration 51Q: 3 clusters Score -8351206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -8351206.000000 Penalty: 3593.067871
	Iteration 52Q: 3 clusters Score -8351206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -8351217.500000 Penalty: 3593.067871
	Iteration 53Q: 3 clusters Score -8351218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -8351219.500000 Penalty: 3593.067871
	Iteration 54Q: 3 clusters Score -8351220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -8351223.000000 Penalty: 3593.067871
	Iteration 55Q: 3 clusters Score -8351223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -8351217.500000 Penalty: 3593.067871
	Iteration 56Q: 3 clusters Score -8351218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -8351227.000000 Penalty: 3593.067871
	Iteration 57Q: 3 clusters Score -8351227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -8351230.000000 Penalty: 3593.067871
	Iteration 58Q: 3 clusters Score -8351230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -8351225.500000 Penalty: 3593.067871
	Iteration 59Q: 3 clusters Score -8351226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -8351230.500000 Penalty: 3593.067871
	Iteration 60F: 3 clusters Score -8351230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -8351231.000000 Penalty: 3593.067871
	Iteration 61Q: 3 clusters Score -8351231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -8351229.000000 Penalty: 3593.067871
	Iteration 62Q: 3 clusters Score -8351229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -8351230.500000 Penalty: 3593.067871
	Iteration 63Q: 3 clusters Score -8351230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -8351229.000000 Penalty: 3593.067871
	Iteration 64Q: 3 clusters Score -8351229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -8351226.500000 Penalty: 3593.067871
	Iteration 65Q: 3 clusters Score -8351226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -8351226.500000 Penalty: 3593.067871
	Iteration 66F: 3 clusters Score -8351226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Entering Unmasked Estep 
Score: -1495305.375000 Penalty: 1525.138794
	Iteration 0F: 2 clusters Score -1495305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1487013.125000 Penalty: 3050.277588
	Iteration 0F: 3 clusters Score -1487013 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1489762.375000 Penalty: 3050.277588
	Iteration 1F: 3 clusters Score -1489762 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1490008.500000 Penalty: 3050.277588
	Iteration 2F: 3 clusters Score -1490008 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1490209.375000 Penalty: 3050.277588
	Iteration 3Q: 3 clusters Score -1490209 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1490392.625000 Penalty: 3050.277588
	Iteration 4Q: 3 clusters Score -1490393 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1490607.750000 Penalty: 3050.277588
	Iteration 5Q: 3 clusters Score -1490608 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1490841.375000 Penalty: 3050.277588
	Iteration 6Q: 3 clusters Score -1490841 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1491106.750000 Penalty: 3050.277588
	Iteration 7Q: 3 clusters Score -1491107 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1491438.250000 Penalty: 3050.277588
	Iteration 8Q: 3 clusters Score -1491438 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1491862.250000 Penalty: 3050.277588
	Iteration 9F: 3 clusters Score -1491862 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1492328.125000 Penalty: 3050.277588
	Iteration 10F: 3 clusters Score -1492328 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1492882.500000 Penalty: 3050.277588
	Iteration 11F: 3 clusters Score -1492882 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1493356.375000 Penalty: 3050.277588
	Iteration 12Q: 3 clusters Score -1493356 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1493702.375000 Penalty: 3050.277588
	Iteration 13Q: 3 clusters Score -1493702 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1493918.750000 Penalty: 3050.277588
	Iteration 14Q: 3 clusters Score -1493919 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1494080.750000 Penalty: 3050.277588
	Iteration 15Q: 3 clusters Score -1494081 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1494178.750000 Penalty: 3050.277588
	Iteration 16Q: 3 clusters Score -1494179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1494288.750000 Penalty: 3050.277588
	Iteration 17Q: 3 clusters Score -1494289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1494398.250000 Penalty: 3050.277588
	Iteration 18Q: 3 clusters Score -1494398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1494501.875000 Penalty: 3050.277588
	Iteration 19Q: 3 clusters Score -1494502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1494572.875000 Penalty: 3050.277588
	Iteration 20F: 3 clusters Score -1494573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1494612.625000 Penalty: 3050.277588
	Iteration 21Q: 3 clusters Score -1494613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1494623.875000 Penalty: 3050.277588
	Iteration 22Q: 3 clusters Score -1494624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1494633.500000 Penalty: 3050.277588
	Iteration 23Q: 3 clusters Score -1494634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1494638.375000 Penalty: 3050.277588
	Iteration 24Q: 3 clusters Score -1494638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1494643.000000 Penalty: 3050.277588
	Iteration 25Q: 3 clusters Score -1494643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1494640.125000 Penalty: 3050.277588
	Iteration 26Q: 3 clusters Score -1494640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1494640.875000 Penalty: 3050.277588
	Iteration 27Q: 3 clusters Score -1494641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1494641.500000 Penalty: 3050.277588
	Iteration 28Q: 3 clusters Score -1494642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1494642.750000 Penalty: 3050.277588
	Iteration 29Q: 3 clusters Score -1494643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1494642.750000 Penalty: 3050.277588
	Iteration 30F: 3 clusters Score -1494643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Entering Unmasked Estep 
Score: -1573483.375000 Penalty: 1533.213867
	Iteration 0F: 2 clusters Score -1573483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1564674.625000 Penalty: 3066.427734
	Iteration 0F: 3 clusters Score -1564675 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1567653.125000 Penalty: 3066.427734
	Iteration 1F: 3 clusters Score -1567653 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1567837.625000 Penalty: 3066.427734
	Iteration 2Q: 3 clusters Score -1567838 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1568009.000000 Penalty: 3066.427734
	Iteration 3Q: 3 clusters Score -1568009 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1568200.000000 Penalty: 3066.427734
	Iteration 4Q: 3 clusters Score -1568200 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1568392.125000 Penalty: 3066.427734
	Iteration 5Q: 3 clusters Score -1568392 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1568626.875000 Penalty: 3066.427734
	Iteration 6Q: 3 clusters Score -1568627 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1568907.125000 Penalty: 3066.427734
	Iteration 7Q: 3 clusters Score -1568907 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1569283.125000 Penalty: 3066.427734
	Iteration 8Q: 3 clusters Score -1569283 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1569802.250000 Penalty: 3066.427734
	Iteration 9F: 3 clusters Score -1569802 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1570384.250000 Penalty: 3066.427734
	Iteration 10F: 3 clusters Score -1570384 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1570921.500000 Penalty: 3066.427734
	Iteration 11F: 3 clusters Score -1570922 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1571375.875000 Penalty: 3066.427734
	Iteration 12Q: 3 clusters Score -1571376 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1571690.750000 Penalty: 3066.427734
	Iteration 13Q: 3 clusters Score -1571691 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1571867.125000 Penalty: 3066.427734
	Iteration 14Q: 3 clusters Score -1571867 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1571962.000000 Penalty: 3066.427734
	Iteration 15Q: 3 clusters Score -1571962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1572031.125000 Penalty: 3066.427734
	Iteration 16Q: 3 clusters Score -1572031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1572077.625000 Penalty: 3066.427734
	Iteration 17Q: 3 clusters Score -1572078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1572098.500000 Penalty: 3066.427734
	Iteration 18Q: 3 clusters Score -1572098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1572108.625000 Penalty: 3066.427734
	Iteration 19Q: 3 clusters Score -1572109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1572114.875000 Penalty: 3066.427734
	Iteration 20F: 3 clusters Score -1572115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1572125.250000 Penalty: 3066.427734
	Iteration 21Q: 3 clusters Score -1572125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1572132.625000 Penalty: 3066.427734
	Iteration 22Q: 3 clusters Score -1572133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1572138.250000 Penalty: 3066.427734
	Iteration 23Q: 3 clusters Score -1572138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1572146.750000 Penalty: 3066.427734
	Iteration 24Q: 3 clusters Score -1572147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1572148.250000 Penalty: 3066.427734
	Iteration 25Q: 3 clusters Score -1572148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1572147.375000 Penalty: 3066.427734
	Iteration 26Q: 3 clusters Score -1572147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1572146.125000 Penalty: 3066.427734
	Iteration 27Q: 3 clusters Score -1572146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1572146.125000 Penalty: 3066.427734
	Iteration 28F: 3 clusters Score -1572146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Entering Unmasked Estep 
Score: -1582915.750000 Penalty: 1526.063599
	Iteration 0F: 2 clusters Score -1582916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1574478.000000 Penalty: 3052.127197
	Iteration 0F: 3 clusters Score -1574478 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1577278.750000 Penalty: 3052.127197
	Iteration 1F: 3 clusters Score -1577279 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1577503.875000 Penalty: 3052.127197
	Iteration 2Q: 3 clusters Score -1577504 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1577732.750000 Penalty: 3052.127197
	Iteration 3Q: 3 clusters Score -1577733 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1578008.000000 Penalty: 3052.127197
	Iteration 4Q: 3 clusters Score -1578008 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1578434.875000 Penalty: 3052.127197
	Iteration 5F: 3 clusters Score -1578435 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1578980.750000 Penalty: 3052.127197
	Iteration 6F: 3 clusters Score -1578981 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1579670.500000 Penalty: 3052.127197
	Iteration 7F: 3 clusters Score -1579670 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1580356.875000 Penalty: 3052.127197
	Iteration 8F: 3 clusters Score -1580357 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1580891.500000 Penalty: 3052.127197
	Iteration 9Q: 3 clusters Score -1580892 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1581231.125000 Penalty: 3052.127197
	Iteration 10Q: 3 clusters Score -1581231 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1581405.125000 Penalty: 3052.127197
	Iteration 11Q: 3 clusters Score -1581405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1581486.000000 Penalty: 3052.127197
	Iteration 12Q: 3 clusters Score -1581486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1581515.875000 Penalty: 3052.127197
	Iteration 13Q: 3 clusters Score -1581516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1581535.750000 Penalty: 3052.127197
	Iteration 14Q: 3 clusters Score -1581536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1581544.000000 Penalty: 3052.127197
	Iteration 15Q: 3 clusters Score -1581544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1581547.750000 Penalty: 3052.127197
	Iteration 16Q: 3 clusters Score -1581548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1581549.750000 Penalty: 3052.127197
	Iteration 17Q: 3 clusters Score -1581550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1581554.000000 Penalty: 3052.127197
	Iteration 18Q: 3 clusters Score -1581554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1581553.625000 Penalty: 3052.127197
	Iteration 19Q: 3 clusters Score -1581554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1581556.000000 Penalty: 3052.127197
	Iteration 20F: 3 clusters Score -1581556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1581556.875000 Penalty: 3052.127197
	Iteration 21Q: 3 clusters Score -1581557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1581556.875000 Penalty: 3052.127197
	Iteration 22F: 3 clusters Score -1581557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Entering Unmasked Estep 
Score: -7137310.500000 Penalty: 1771.362915
	Iteration 0F: 2 clusters Score -7137310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -7101092.500000 Penalty: 3542.725830
	Iteration 0F: 3 clusters Score -7101092 nChanged 25548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -7115291.500000 Penalty: 3542.725830
	Iteration 1F: 3 clusters Score -7115292 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -7115868.000000 Penalty: 3542.725830
	Iteration 2Q: 3 clusters Score -7115868 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -7116825.500000 Penalty: 3542.725830
	Iteration 3Q: 3 clusters Score -7116826 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -7118265.500000 Penalty: 3542.725830
	Iteration 4F: 3 clusters Score -7118266 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -7120883.000000 Penalty: 3542.725830
	Iteration 5F: 3 clusters Score -7120883 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -7125058.000000 Penalty: 3542.725830
	Iteration 6F: 3 clusters Score -7125058 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -7129940.500000 Penalty: 3542.725830
	Iteration 7F: 3 clusters Score -7129940 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7133431.500000 Penalty: 3542.725830
	Iteration 8F: 3 clusters Score -7133432 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7134966.500000 Penalty: 3542.725830
	Iteration 9Q: 3 clusters Score -7134966 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7135442.500000 Penalty: 3542.725830
	Iteration 10Q: 3 clusters Score -7135442 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7135587.500000 Penalty: 3542.725830
	Iteration 11Q: 3 clusters Score -7135588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7135655.500000 Penalty: 3542.725830
	Iteration 12Q: 3 clusters Score -7135656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7135699.000000 Penalty: 3542.725830
	Iteration 13Q: 3 clusters Score -7135699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7135723.500000 Penalty: 3542.725830
	Iteration 14Q: 3 clusters Score -7135724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7135723.500000 Penalty: 3542.725830
	Iteration 15F: 3 clusters Score -7135724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Entering Unmasked Estep 
Score: -3747285.750000 Penalty: 1666.641479
	Iteration 0F: 2 clusters Score -3747286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3728171.250000 Penalty: 3333.282959
	Iteration 0F: 3 clusters Score -3728171 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3735311.250000 Penalty: 3333.282959
	Iteration 1F: 3 clusters Score -3735311 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3735616.250000 Penalty: 3333.282959
	Iteration 2Q: 3 clusters Score -3735616 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3735886.750000 Penalty: 3333.282959
	Iteration 3Q: 3 clusters Score -3735887 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3736181.250000 Penalty: 3333.282959
	Iteration 4Q: 3 clusters Score -3736181 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3736534.750000 Penalty: 3333.282959
	Iteration 5Q: 3 clusters Score -3736535 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3736939.750000 Penalty: 3333.282959
	Iteration 6Q: 3 clusters Score -3736940 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3737519.250000 Penalty: 3333.282959
	Iteration 7Q: 3 clusters Score -3737519 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3738345.750000 Penalty: 3333.282959
	Iteration 8F: 3 clusters Score -3738346 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3739503.250000 Penalty: 3333.282959
	Iteration 9F: 3 clusters Score -3739503 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3741035.500000 Penalty: 3333.282959
	Iteration 10F: 3 clusters Score -3741036 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3742705.250000 Penalty: 3333.282959
	Iteration 11F: 3 clusters Score -3742705 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3744058.000000 Penalty: 3333.282959
	Iteration 12F: 3 clusters Score -3744058 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3744939.750000 Penalty: 3333.282959
	Iteration 13Q: 3 clusters Score -3744940 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3745416.750000 Penalty: 3333.282959
	Iteration 14Q: 3 clusters Score -3745417 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3745611.750000 Penalty: 3333.282959
	Iteration 15Q: 3 clusters Score -3745612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3745692.250000 Penalty: 3333.282959
	Iteration 16Q: 3 clusters Score -3745692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3745737.750000 Penalty: 3333.282959
	Iteration 17Q: 3 clusters Score -3745738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3745760.500000 Penalty: 3333.282959
	Iteration 18Q: 3 clusters Score -3745760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3745782.750000 Penalty: 3333.282959
	Iteration 19Q: 3 clusters Score -3745783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3745798.000000 Penalty: 3333.282959
	Iteration 20F: 3 clusters Score -3745798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3745802.000000 Penalty: 3333.282959
	Iteration 21Q: 3 clusters Score -3745802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3745806.500000 Penalty: 3333.282959
	Iteration 22Q: 3 clusters Score -3745806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3745808.750000 Penalty: 3333.282959
	Iteration 23Q: 3 clusters Score -3745809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3745808.250000 Penalty: 3333.282959
	Iteration 24Q: 3 clusters Score -3745808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3745808.250000 Penalty: 3333.282959
	Iteration 25F: 3 clusters Score -3745808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -121261.804688 Penalty: 1127.313477
	Iteration 0F: 2 clusters Score -121261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -119814.929688 Penalty: 2254.626953
	Iteration 0F: 3 clusters Score -119814.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120101.953125 Penalty: 2254.626953
	Iteration 1F: 3 clusters Score -120102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120204.429688 Penalty: 2254.626953
	Iteration 2F: 3 clusters Score -120204.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120248.773438 Penalty: 2254.626953
	Iteration 3Q: 3 clusters Score -120248.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -120289.828125 Penalty: 2254.626953
	Iteration 4Q: 3 clusters Score -120289.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120325.023438 Penalty: 2254.626953
	Iteration 5Q: 3 clusters Score -120325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120350.226562 Penalty: 2254.626953
	Iteration 6Q: 3 clusters Score -120350.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120368.828125 Penalty: 2254.626953
	Iteration 7Q: 3 clusters Score -120368.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -120386.140625 Penalty: 2254.626953
	Iteration 8Q: 3 clusters Score -120386.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120401.320312 Penalty: 2254.626953
	Iteration 9Q: 3 clusters Score -120401.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -120421.304688 Penalty: 2254.626953
	Iteration 10Q: 3 clusters Score -120421.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -120443.195312 Penalty: 2254.626953
	Iteration 11Q: 3 clusters Score -120443.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -120465.156250 Penalty: 2254.626953
	Iteration 12Q: 3 clusters Score -120465.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -120477.187500 Penalty: 2254.626953
	Iteration 13Q: 3 clusters Score -120477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120485.726562 Penalty: 2254.626953
	Iteration 14Q: 3 clusters Score -120485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120489.085938 Penalty: 2254.626953
	Iteration 15Q: 3 clusters Score -120489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -120490.742188 Penalty: 2254.626953
	Iteration 16Q: 3 clusters Score -120490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120493.773438 Penalty: 2254.626953
	Iteration 17Q: 3 clusters Score -120493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120496.828125 Penalty: 2254.626953
	Iteration 18Q: 3 clusters Score -120496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120497.968750 Penalty: 2254.626953
	Iteration 19Q: 3 clusters Score -120498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120497.968750 Penalty: 2254.626953
	Iteration 20F: 3 clusters Score -120498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -183013.343750 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -183013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -181224.968750 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -181225 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -181582.062500 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -181582.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -181701.625000 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -181701.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -181766.562500 Penalty: 2378.093994
	Iteration 3Q: 3 clusters Score -181766.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181812.093750 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -181812.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181835.312500 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -181835.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -181843.515625 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -181843.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181853.718750 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -181853.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -181860.000000 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -181860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181863.687500 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -181863.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -181866.171875 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -181866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181867.140625 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -181867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181868.203125 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -181868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181868.203125 Penalty: 2378.093994
	Iteration 13F: 3 clusters Score -181868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Entering Unmasked Estep 
Score: -2235852.500000 Penalty: 1582.131348
	Iteration 0F: 2 clusters Score -2235852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2224281.000000 Penalty: 3164.262695
	Iteration 0F: 3 clusters Score -2224281 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2228343.750000 Penalty: 3164.262695
	Iteration 1F: 3 clusters Score -2228344 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2228647.000000 Penalty: 3164.262695
	Iteration 2F: 3 clusters Score -2228647 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2228963.750000 Penalty: 3164.262695
	Iteration 3Q: 3 clusters Score -2228964 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2229315.500000 Penalty: 3164.262695
	Iteration 4Q: 3 clusters Score -2229316 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2229800.250000 Penalty: 3164.262695
	Iteration 5F: 3 clusters Score -2229800 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2230477.500000 Penalty: 3164.262695
	Iteration 6F: 3 clusters Score -2230478 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2231290.250000 Penalty: 3164.262695
	Iteration 7F: 3 clusters Score -2231290 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2232235.500000 Penalty: 3164.262695
	Iteration 8F: 3 clusters Score -2232236 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2233077.500000 Penalty: 3164.262695
	Iteration 9F: 3 clusters Score -2233078 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2233661.250000 Penalty: 3164.262695
	Iteration 10Q: 3 clusters Score -2233661 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2233992.000000 Penalty: 3164.262695
	Iteration 11Q: 3 clusters Score -2233992 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2234182.500000 Penalty: 3164.262695
	Iteration 12Q: 3 clusters Score -2234182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2234271.750000 Penalty: 3164.262695
	Iteration 13Q: 3 clusters Score -2234272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2234324.250000 Penalty: 3164.262695
	Iteration 14Q: 3 clusters Score -2234324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2234352.750000 Penalty: 3164.262695
	Iteration 15Q: 3 clusters Score -2234353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2234377.500000 Penalty: 3164.262695
	Iteration 16Q: 3 clusters Score -2234378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2234391.250000 Penalty: 3164.262695
	Iteration 17Q: 3 clusters Score -2234391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2234408.250000 Penalty: 3164.262695
	Iteration 18Q: 3 clusters Score -2234408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2234424.500000 Penalty: 3164.262695
	Iteration 19Q: 3 clusters Score -2234424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2234433.750000 Penalty: 3164.262695
	Iteration 20F: 3 clusters Score -2234434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2234436.250000 Penalty: 3164.262695
	Iteration 21Q: 3 clusters Score -2234436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2234439.000000 Penalty: 3164.262695
	Iteration 22Q: 3 clusters Score -2234439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2234443.000000 Penalty: 3164.262695
	Iteration 23Q: 3 clusters Score -2234443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2234445.500000 Penalty: 3164.262695
	Iteration 24Q: 3 clusters Score -2234446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2234445.500000 Penalty: 3164.262695
	Iteration 25F: 3 clusters Score -2234446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -828115.687500 Penalty: 1428.319824
	Iteration 0F: 2 clusters Score -828115.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -823127.750000 Penalty: 2856.639648
	Iteration 0F: 3 clusters Score -823127.8 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -824555.875000 Penalty: 2856.639648
	Iteration 1F: 3 clusters Score -824555.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -824744.250000 Penalty: 2856.639648
	Iteration 2F: 3 clusters Score -824744.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -824870.312500 Penalty: 2856.639648
	Iteration 3F: 3 clusters Score -824870.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -824976.562500 Penalty: 2856.639648
	Iteration 4Q: 3 clusters Score -824976.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -825070.000000 Penalty: 2856.639648
	Iteration 5Q: 3 clusters Score -825070 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -825158.125000 Penalty: 2856.639648
	Iteration 6Q: 3 clusters Score -825158.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -825229.750000 Penalty: 2856.639648
	Iteration 7Q: 3 clusters Score -825229.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -825302.062500 Penalty: 2856.639648
	Iteration 8Q: 3 clusters Score -825302.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -825385.312500 Penalty: 2856.639648
	Iteration 9Q: 3 clusters Score -825385.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -825484.562500 Penalty: 2856.639648
	Iteration 10Q: 3 clusters Score -825484.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -825585.437500 Penalty: 2856.639648
	Iteration 11Q: 3 clusters Score -825585.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -825673.250000 Penalty: 2856.639648
	Iteration 12Q: 3 clusters Score -825673.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -825785.750000 Penalty: 2856.639648
	Iteration 13Q: 3 clusters Score -825785.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -825911.312500 Penalty: 2856.639648
	Iteration 14Q: 3 clusters Score -825911.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -826070.687500 Penalty: 2856.639648
	Iteration 15Q: 3 clusters Score -826070.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -826211.062500 Penalty: 2856.639648
	Iteration 16Q: 3 clusters Score -826211.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -826348.250000 Penalty: 2856.639648
	Iteration 17Q: 3 clusters Score -826348.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -826464.500000 Penalty: 2856.639648
	Iteration 18Q: 3 clusters Score -826464.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -826588.875000 Penalty: 2856.639648
	Iteration 19Q: 3 clusters Score -826588.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -826671.687500 Penalty: 2856.639648
	Iteration 20F: 3 clusters Score -826671.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -826751.750000 Penalty: 2856.639648
	Iteration 21Q: 3 clusters Score -826751.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -826790.875000 Penalty: 2856.639648
	Iteration 22Q: 3 clusters Score -826790.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -826815.500000 Penalty: 2856.639648
	Iteration 23Q: 3 clusters Score -826815.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -826827.500000 Penalty: 2856.639648
	Iteration 24Q: 3 clusters Score -826827.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -826841.375000 Penalty: 2856.639648
	Iteration 25Q: 3 clusters Score -826841.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -826850.937500 Penalty: 2856.639648
	Iteration 26Q: 3 clusters Score -826850.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -826859.625000 Penalty: 2856.639648
	Iteration 27Q: 3 clusters Score -826859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -826864.062500 Penalty: 2856.639648
	Iteration 28Q: 3 clusters Score -826864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -826868.062500 Penalty: 2856.639648
	Iteration 29Q: 3 clusters Score -826868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -826871.187500 Penalty: 2856.639648
	Iteration 30Q: 3 clusters Score -826871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -826874.375000 Penalty: 2856.639648
	Iteration 31Q: 3 clusters Score -826874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -826879.500000 Penalty: 2856.639648
	Iteration 32Q: 3 clusters Score -826879.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -826886.687500 Penalty: 2856.639648
	Iteration 33Q: 3 clusters Score -826886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -826891.000000 Penalty: 2856.639648
	Iteration 34Q: 3 clusters Score -826891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -826892.687500 Penalty: 2856.639648
	Iteration 35Q: 3 clusters Score -826892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -826897.937500 Penalty: 2856.639648
	Iteration 36Q: 3 clusters Score -826897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -826902.812500 Penalty: 2856.639648
	Iteration 37Q: 3 clusters Score -826902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -826909.937500 Penalty: 2856.639648
	Iteration 38Q: 3 clusters Score -826909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -826912.812500 Penalty: 2856.639648
	Iteration 39Q: 3 clusters Score -826912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -826918.187500 Penalty: 2856.639648
	Iteration 40F: 3 clusters Score -826918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -826923.937500 Penalty: 2856.639648
	Iteration 41Q: 3 clusters Score -826923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -826925.375000 Penalty: 2856.639648
	Iteration 42Q: 3 clusters Score -826925.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -826925.375000 Penalty: 2856.639648
	Iteration 43F: 3 clusters Score -826925.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -40011.351562 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -40011.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39192.515625 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -39192.52 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39360.042969 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -39360.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39443.550781 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -39443.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39478.390625 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -39478.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39504.667969 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -39504.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39521.484375 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -39521.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39526.746094 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -39526.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39532.136719 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -39532.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39545.417969 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -39545.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39552.441406 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -39552.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39554.460938 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -39554.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39559.414062 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -39559.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39560.238281 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -39560.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39564.343750 Penalty: 1933.958862
	Iteration 13Q: 3 clusters Score -39564.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39566.511719 Penalty: 1933.958862
	Iteration 14Q: 3 clusters Score -39566.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39572.976562 Penalty: 1933.958862
	Iteration 15Q: 3 clusters Score -39572.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -39581.054688 Penalty: 1933.958862
	Iteration 16Q: 3 clusters Score -39581.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -39602.417969 Penalty: 1933.958862
	Iteration 17Q: 3 clusters Score -39602.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -39621.285156 Penalty: 1933.958862
	Iteration 18Q: 3 clusters Score -39621.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -39621.933594 Penalty: 1933.958862
	Iteration 19Q: 3 clusters Score -39621.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -39621.933594 Penalty: 1933.958862
	Iteration 20F: 3 clusters Score -39621.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Entering Unmasked Estep 
Score: -4120359.500000 Penalty: 1682.264160
	Iteration 0F: 2 clusters Score -4120360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4099249.000000 Penalty: 3364.528320
	Iteration 0F: 3 clusters Score -4099249 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -4107446.750000 Penalty: 3364.528320
	Iteration 1F: 3 clusters Score -4107447 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4107901.250000 Penalty: 3364.528320
	Iteration 2Q: 3 clusters Score -4107901 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4108409.500000 Penalty: 3364.528320
	Iteration 3Q: 3 clusters Score -4108410 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4109084.000000 Penalty: 3364.528320
	Iteration 4Q: 3 clusters Score -4109084 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4110120.750000 Penalty: 3364.528320
	Iteration 5F: 3 clusters Score -4110121 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4111587.500000 Penalty: 3364.528320
	Iteration 6F: 3 clusters Score -4111588 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4113279.000000 Penalty: 3364.528320
	Iteration 7F: 3 clusters Score -4113279 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -4115036.500000 Penalty: 3364.528320
	Iteration 8F: 3 clusters Score -4115036 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -4116549.250000 Penalty: 3364.528320
	Iteration 9Q: 3 clusters Score -4116549 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -4117892.750000 Penalty: 3364.528320
	Iteration 10Q: 3 clusters Score -4117893 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -4118811.750000 Penalty: 3364.528320
	Iteration 11Q: 3 clusters Score -4118812 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4119356.750000 Penalty: 3364.528320
	Iteration 12Q: 3 clusters Score -4119357 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -4119698.500000 Penalty: 3364.528320
	Iteration 13Q: 3 clusters Score -4119698 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -4120003.250000 Penalty: 3364.528320
	Iteration 14Q: 3 clusters Score -4120003 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4120269.250000 Penalty: 3364.528320
	Iteration 15Q: 3 clusters Score -4120269 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -4120477.500000 Penalty: 3364.528320
	Iteration 16Q: 3 clusters Score -4120478 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -4120640.250000 Penalty: 3364.528320
	Iteration 17Q: 3 clusters Score -4120640 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4120791.750000 Penalty: 3364.528320
	Iteration 18Q: 3 clusters Score -4120792 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -4120892.750000 Penalty: 3364.528320
	Iteration 19Q: 3 clusters Score -4120893 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -4120969.250000 Penalty: 3364.528320
	Iteration 20F: 3 clusters Score -4120969 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4121031.750000 Penalty: 3364.528320
	Iteration 21Q: 3 clusters Score -4121032 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -4121062.250000 Penalty: 3364.528320
	Iteration 22Q: 3 clusters Score -4121062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4121097.750000 Penalty: 3364.528320
	Iteration 23Q: 3 clusters Score -4121098 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -4121135.250000 Penalty: 3364.528320
	Iteration 24Q: 3 clusters Score -4121135 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4121167.250000 Penalty: 3364.528320
	Iteration 25Q: 3 clusters Score -4121167 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4121186.500000 Penalty: 3364.528320
	Iteration 26Q: 3 clusters Score -4121186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4121193.500000 Penalty: 3364.528320
	Iteration 27Q: 3 clusters Score -4121194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -4121212.750000 Penalty: 3364.528320
	Iteration 28Q: 3 clusters Score -4121213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -4121210.250000 Penalty: 3364.528320
	Iteration 29Q: 3 clusters Score -4121210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4121215.000000 Penalty: 3364.528320
	Iteration 30Q: 3 clusters Score -4121215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4121209.000000 Penalty: 3364.528320
	Iteration 31Q: 3 clusters Score -4121209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -4121218.500000 Penalty: 3364.528320
	Iteration 32Q: 3 clusters Score -4121218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -4121232.500000 Penalty: 3364.528320
	Iteration 33Q: 3 clusters Score -4121232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4121228.750000 Penalty: 3364.528320
	Iteration 34Q: 3 clusters Score -4121229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -4121228.000000 Penalty: 3364.528320
	Iteration 35Q: 3 clusters Score -4121228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -4121232.750000 Penalty: 3364.528320
	Iteration 36Q: 3 clusters Score -4121233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -4121235.500000 Penalty: 3364.528320
	Iteration 37Q: 3 clusters Score -4121236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -4121232.250000 Penalty: 3364.528320
	Iteration 38Q: 3 clusters Score -4121232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4121233.500000 Penalty: 3364.528320
	Iteration 39Q: 3 clusters Score -4121234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4121232.500000 Penalty: 3364.528320
	Iteration 40F: 3 clusters Score -4121232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -4121235.750000 Penalty: 3364.528320
	Iteration 41Q: 3 clusters Score -4121236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -4121235.750000 Penalty: 3364.528320
	Iteration 42F: 3 clusters Score -4121236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66500 members 
Mstep: Class 5 contains 85143 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 23390 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
Score: -53942708.000000 Penalty: 42073.230469
Splitting cluster 19 changes total score from -53942148.000000 to -53942708.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 20 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -250412.187500 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -250412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -248349.312500 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -248349.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -248805.203125 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -248805.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -248908.906250 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -248908.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -248964.218750 Penalty: 2464.389893
	Iteration 3Q: 3 clusters Score -248964.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -248994.531250 Penalty: 2464.389893
	Iteration 4Q: 3 clusters Score -248994.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -249013.296875 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -249013.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -249037.218750 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -249037.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249054.593750 Penalty: 2464.389893
	Iteration 7Q: 3 clusters Score -249054.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -249066.671875 Penalty: 2464.389893
	Iteration 8Q: 3 clusters Score -249066.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -249077.484375 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -249077.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249083.078125 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -249083.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -249089.000000 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -249089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -249094.890625 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -249094.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -249103.046875 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -249103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249109.828125 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -249109.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -249114.937500 Penalty: 2464.389893
	Iteration 15Q: 3 clusters Score -249114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249119.265625 Penalty: 2464.389893
	Iteration 16Q: 3 clusters Score -249119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -249123.109375 Penalty: 2464.389893
	Iteration 17Q: 3 clusters Score -249123.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249125.390625 Penalty: 2464.389893
	Iteration 18Q: 3 clusters Score -249125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249127.921875 Penalty: 2464.389893
	Iteration 19Q: 3 clusters Score -249127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249131.062500 Penalty: 2464.389893
	Iteration 20F: 3 clusters Score -249131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249133.453125 Penalty: 2464.389893
	Iteration 21Q: 3 clusters Score -249133.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -249135.890625 Penalty: 2464.389893
	Iteration 22Q: 3 clusters Score -249135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -249138.828125 Penalty: 2464.389893
	Iteration 23Q: 3 clusters Score -249138.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -249145.109375 Penalty: 2464.389893
	Iteration 24Q: 3 clusters Score -249145.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -249150.468750 Penalty: 2464.389893
	Iteration 25Q: 3 clusters Score -249150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -249155.390625 Penalty: 2464.389893
	Iteration 26Q: 3 clusters Score -249155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -249159.921875 Penalty: 2464.389893
	Iteration 27Q: 3 clusters Score -249159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249163.062500 Penalty: 2464.389893
	Iteration 28Q: 3 clusters Score -249163.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249166.843750 Penalty: 2464.389893
	Iteration 29Q: 3 clusters Score -249166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -249169.484375 Penalty: 2464.389893
	Iteration 30Q: 3 clusters Score -249169.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -249173.390625 Penalty: 2464.389893
	Iteration 31Q: 3 clusters Score -249173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -249180.734375 Penalty: 2464.389893
	Iteration 32Q: 3 clusters Score -249180.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -249190.609375 Penalty: 2464.389893
	Iteration 33Q: 3 clusters Score -249190.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -249198.062500 Penalty: 2464.389893
	Iteration 34Q: 3 clusters Score -249198.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249201.765625 Penalty: 2464.389893
	Iteration 35Q: 3 clusters Score -249201.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -249206.250000 Penalty: 2464.389893
	Iteration 36Q: 3 clusters Score -249206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -249209.000000 Penalty: 2464.389893
	Iteration 37Q: 3 clusters Score -249209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249210.250000 Penalty: 2464.389893
	Iteration 38Q: 3 clusters Score -249210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249210.687500 Penalty: 2464.389893
	Iteration 39Q: 3 clusters Score -249210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249210.890625 Penalty: 2464.389893
	Iteration 40F: 3 clusters Score -249210.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66500 members 
Mstep: Class 5 contains 85143 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 63297 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 54214 members 
Mstep: Class 12 contains 28460 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53943780.000000 Penalty: 42073.230469
Iteration 239Q: 21 clusters Score -5.394378e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15886 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66500 members 
Mstep: Class 5 contains 85119 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 63636 members 
Mstep: Class 8 contains 11921 members 
Mstep: Class 9 contains 12563 members 
Mstep: Class 10 contains 12151 members 
Mstep: Class 11 contains 54357 members 
Mstep: Class 12 contains 28567 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 17137 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 22290 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944624.000000 Penalty: 42073.230469
Iteration 240F: 21 clusters Score -5.394462e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15968 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66503 members 
Mstep: Class 5 contains 85104 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 63726 members 
Mstep: Class 8 contains 11915 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 12244 members 
Mstep: Class 11 contains 54401 members 
Mstep: Class 12 contains 28571 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 17249 members 
Mstep: Class 16 contains 6561 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 21972 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944880.000000 Penalty: 42073.230469
Iteration 241Q: 21 clusters Score -5.394488e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66506 members 
Mstep: Class 5 contains 85104 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 63821 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 54414 members 
Mstep: Class 12 contains 28578 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 17340 members 
Mstep: Class 16 contains 6564 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 21679 members 
Mstep: Class 19 contains 7725 members 
Mstep: Class 20 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944940.000000 Penalty: 42073.230469
Iteration 242Q: 21 clusters Score -5.394494e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16097 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66516 members 
Mstep: Class 5 contains 85102 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 63914 members 
Mstep: Class 8 contains 11903 members 
Mstep: Class 9 contains 12527 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 54426 members 
Mstep: Class 12 contains 28583 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 17401 members 
Mstep: Class 16 contains 6567 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 21435 members 
Mstep: Class 19 contains 7679 members 
Mstep: Class 20 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945088.000000 Penalty: 42073.230469
Iteration 243Q: 21 clusters Score -5.394509e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66515 members 
Mstep: Class 5 contains 85109 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63954 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 12528 members 
Mstep: Class 10 contains 12446 members 
Mstep: Class 11 contains 54433 members 
Mstep: Class 12 contains 28576 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 15 contains 17459 members 
Mstep: Class 16 contains 6571 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 21280 members 
Mstep: Class 19 contains 7640 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944928.000000 Penalty: 42073.230469
Iteration 244Q: 21 clusters Score -5.394493e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16159 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66516 members 
Mstep: Class 5 contains 85112 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63977 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 12530 members 
Mstep: Class 10 contains 12484 members 
Mstep: Class 11 contains 54421 members 
Mstep: Class 12 contains 28580 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 17506 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 21174 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 21 clusters Score -5.394498e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16181 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66515 members 
Mstep: Class 5 contains 85110 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 63991 members 
Mstep: Class 8 contains 11896 members 
Mstep: Class 9 contains 12529 members 
Mstep: Class 10 contains 12512 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 28588 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 16 contains 6573 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 21090 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 20 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 21 clusters Score -5.394501e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16199 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66516 members 
Mstep: Class 5 contains 85107 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64010 members 
Mstep: Class 8 contains 11895 members 
Mstep: Class 9 contains 12529 members 
Mstep: Class 10 contains 12534 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 28598 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 17583 members 
Mstep: Class 16 contains 6571 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 21026 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 20 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944940.000000 Penalty: 42073.230469
Iteration 247Q: 21 clusters Score -5.394494e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16215 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66516 members 
Mstep: Class 5 contains 85107 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64020 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 12525 members 
Mstep: Class 10 contains 12561 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 28600 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17605 members 
Mstep: Class 16 contains 6571 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20973 members 
Mstep: Class 19 contains 7538 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 248Q: 21 clusters Score -5.394488e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16229 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66517 members 
Mstep: Class 5 contains 85109 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64019 members 
Mstep: Class 8 contains 11892 members 
Mstep: Class 9 contains 12527 members 
Mstep: Class 10 contains 12574 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 28599 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20939 members 
Mstep: Class 19 contains 7524 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944936.000000 Penalty: 42073.230469
Iteration 249Q: 21 clusters Score -5.394494e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16237 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66522 members 
Mstep: Class 5 contains 85104 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64019 members 
Mstep: Class 8 contains 11892 members 
Mstep: Class 9 contains 12531 members 
Mstep: Class 10 contains 12580 members 
Mstep: Class 11 contains 54416 members 
Mstep: Class 12 contains 28606 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17628 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20922 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944876.000000 Penalty: 42073.230469
Iteration 250Q: 21 clusters Score -5.394488e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16246 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66529 members 
Mstep: Class 5 contains 85098 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64022 members 
Mstep: Class 8 contains 11892 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 12587 members 
Mstep: Class 11 contains 54412 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 17632 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20904 members 
Mstep: Class 19 contains 7505 members 
Mstep: Class 20 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 21 clusters Score -5.394491e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66537 members 
Mstep: Class 5 contains 85092 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64027 members 
Mstep: Class 8 contains 11889 members 
Mstep: Class 9 contains 12534 members 
Mstep: Class 10 contains 12590 members 
Mstep: Class 11 contains 54412 members 
Mstep: Class 12 contains 28601 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17636 members 
Mstep: Class 16 contains 6573 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 7503 members 
Mstep: Class 20 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 21 clusters Score -5.39449e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16261 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66536 members 
Mstep: Class 5 contains 85088 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64029 members 
Mstep: Class 8 contains 11887 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 12595 members 
Mstep: Class 11 contains 54413 members 
Mstep: Class 12 contains 28601 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17636 members 
Mstep: Class 16 contains 6574 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20878 members 
Mstep: Class 19 contains 7499 members 
Mstep: Class 20 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 253Q: 21 clusters Score -5.394483e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16262 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66543 members 
Mstep: Class 5 contains 85078 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 7 contains 64029 members 
Mstep: Class 8 contains 11886 members 
Mstep: Class 9 contains 12537 members 
Mstep: Class 10 contains 12603 members 
Mstep: Class 11 contains 54417 members 
Mstep: Class 12 contains 28602 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17638 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 7498 members 
Mstep: Class 20 contains 1969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944800.000000 Penalty: 42073.230469
Iteration 254Q: 21 clusters Score -5.39448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16265 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66554 members 
Mstep: Class 5 contains 85069 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64033 members 
Mstep: Class 8 contains 11884 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 12608 members 
Mstep: Class 11 contains 54416 members 
Mstep: Class 12 contains 28601 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 17641 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 21 clusters Score -5.394484e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16268 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66565 members 
Mstep: Class 5 contains 85058 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64031 members 
Mstep: Class 8 contains 11883 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 28600 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 17642 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20854 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 21 clusters Score -5.394482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66576 members 
Mstep: Class 5 contains 85047 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64037 members 
Mstep: Class 8 contains 11883 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54417 members 
Mstep: Class 12 contains 28598 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17645 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 21 clusters Score -5.394476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66579 members 
Mstep: Class 5 contains 85042 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64038 members 
Mstep: Class 8 contains 11883 members 
Mstep: Class 9 contains 12545 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54417 members 
Mstep: Class 12 contains 28596 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17649 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 21 clusters Score -5.394474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16269 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66579 members 
Mstep: Class 5 contains 85041 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64040 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54420 members 
Mstep: Class 12 contains 28594 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17652 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20843 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 21 clusters Score -5.394474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16270 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66580 members 
Mstep: Class 5 contains 85039 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64043 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 28591 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17652 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20843 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944732.000000 Penalty: 42073.230469
Iteration 260F: 21 clusters Score -5.394473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16272 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66581 members 
Mstep: Class 5 contains 85037 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64045 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54416 members 
Mstep: Class 12 contains 28592 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17652 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20842 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 21 clusters Score -5.394477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16274 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66578 members 
Mstep: Class 5 contains 85039 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64044 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 12545 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54417 members 
Mstep: Class 12 contains 28592 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17652 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20841 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 21 clusters Score -5.394476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16275 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66574 members 
Mstep: Class 5 contains 85045 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64044 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 12547 members 
Mstep: Class 10 contains 12609 members 
Mstep: Class 11 contains 54417 members 
Mstep: Class 12 contains 28591 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17652 members 
Mstep: Class 16 contains 6575 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 21 clusters Score -5.39448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16277 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66571 members 
Mstep: Class 5 contains 85048 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64043 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 12548 members 
Mstep: Class 10 contains 12609 members 
Mstep: Class 11 contains 54418 members 
Mstep: Class 12 contains 28590 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17653 members 
Mstep: Class 16 contains 6575 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 21 clusters Score -5.394475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16279 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66570 members 
Mstep: Class 5 contains 85047 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64041 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 12550 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54419 members 
Mstep: Class 12 contains 28591 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17653 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944728.000000 Penalty: 42073.230469
Iteration 265Q: 21 clusters Score -5.394473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16279 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66573 members 
Mstep: Class 5 contains 85045 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64041 members 
Mstep: Class 8 contains 11880 members 
Mstep: Class 9 contains 12553 members 
Mstep: Class 10 contains 12611 members 
Mstep: Class 11 contains 54419 members 
Mstep: Class 12 contains 28591 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17654 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944756.000000 Penalty: 42073.230469
Iteration 266Q: 21 clusters Score -5.394476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16280 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66567 members 
Mstep: Class 5 contains 85048 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64041 members 
Mstep: Class 8 contains 11880 members 
Mstep: Class 9 contains 12554 members 
Mstep: Class 10 contains 12611 members 
Mstep: Class 11 contains 54419 members 
Mstep: Class 12 contains 28589 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17655 members 
Mstep: Class 16 contains 6578 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944724.000000 Penalty: 42073.230469
Iteration 267Q: 21 clusters Score -5.394472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16280 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66561 members 
Mstep: Class 5 contains 85050 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64041 members 
Mstep: Class 8 contains 11880 members 
Mstep: Class 9 contains 12558 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54422 members 
Mstep: Class 12 contains 28588 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17655 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944756.000000 Penalty: 42073.230469
Iteration 268Q: 21 clusters Score -5.394476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16281 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66558 members 
Mstep: Class 5 contains 85054 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64041 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 12609 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28588 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17656 members 
Mstep: Class 16 contains 6579 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 7482 members 
Mstep: Class 20 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944812.000000 Penalty: 42073.230469
Iteration 269Q: 21 clusters Score -5.394481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16284 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66552 members 
Mstep: Class 5 contains 85058 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64038 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 12609 members 
Mstep: Class 11 contains 54422 members 
Mstep: Class 12 contains 28590 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17657 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 20 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944796.000000 Penalty: 42073.230469
Iteration 270Q: 21 clusters Score -5.39448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16288 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66548 members 
Mstep: Class 5 contains 85063 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64035 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 12609 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28589 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17658 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944816.000000 Penalty: 42073.230469
Iteration 271Q: 21 clusters Score -5.394482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16290 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66544 members 
Mstep: Class 5 contains 85067 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64035 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28588 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17660 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20835 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944816.000000 Penalty: 42073.230469
Iteration 272Q: 21 clusters Score -5.394482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16290 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66540 members 
Mstep: Class 5 contains 85070 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64035 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 12613 members 
Mstep: Class 11 contains 54424 members 
Mstep: Class 12 contains 28586 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17661 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20834 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944828.000000 Penalty: 42073.230469
Iteration 273Q: 21 clusters Score -5.394483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16288 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66535 members 
Mstep: Class 5 contains 85074 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64035 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12559 members 
Mstep: Class 10 contains 12614 members 
Mstep: Class 11 contains 54424 members 
Mstep: Class 12 contains 28585 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 6581 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20832 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944836.000000 Penalty: 42073.230469
Iteration 274Q: 21 clusters Score -5.394484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16289 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66530 members 
Mstep: Class 5 contains 85078 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64035 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12559 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28585 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 6581 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20831 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944828.000000 Penalty: 42073.230469
Iteration 275Q: 21 clusters Score -5.394483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16289 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66523 members 
Mstep: Class 5 contains 85085 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64035 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12559 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28585 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17663 members 
Mstep: Class 16 contains 6581 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20832 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944828.000000 Penalty: 42073.230469
Iteration 276Q: 21 clusters Score -5.394483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16290 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66515 members 
Mstep: Class 5 contains 85092 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 64033 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28584 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17663 members 
Mstep: Class 16 contains 6581 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944844.000000 Penalty: 42073.230469
Iteration 277Q: 21 clusters Score -5.394484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16291 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66510 members 
Mstep: Class 5 contains 85095 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64032 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28584 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 6582 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944852.000000 Penalty: 42073.230469
Iteration 278Q: 21 clusters Score -5.394485e+07 nChanged 7
Entering ConstructFrom: 
Score: -53944852.000000 Penalty: 42073.230469
Entering ConstructFrom: 
Trying to split cluster 1 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -287900.062500 Penalty: 1267.925415
	Iteration 0F: 2 clusters Score -287900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -285597.281250 Penalty: 2535.850830
	Iteration 0F: 3 clusters Score -285597.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286366.281250 Penalty: 2535.850830
	Iteration 1F: 3 clusters Score -286366.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -286914.843750 Penalty: 2535.850830
	Iteration 2F: 3 clusters Score -286914.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -287349.468750 Penalty: 2535.850830
	Iteration 3F: 3 clusters Score -287349.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -287638.312500 Penalty: 2535.850830
	Iteration 4F: 3 clusters Score -287638.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -287809.937500 Penalty: 2535.850830
	Iteration 5F: 3 clusters Score -287809.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -287875.562500 Penalty: 2535.850830
	Iteration 6Q: 3 clusters Score -287875.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -287894.687500 Penalty: 2535.850830
	Iteration 7Q: 3 clusters Score -287894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -287902.500000 Penalty: 2535.850830
	Iteration 8Q: 3 clusters Score -287902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -287909.218750 Penalty: 2535.850830
	Iteration 9Q: 3 clusters Score -287909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -287913.406250 Penalty: 2535.850830
	Iteration 10Q: 3 clusters Score -287913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -287914.375000 Penalty: 2535.850830
	Iteration 11Q: 3 clusters Score -287914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -287914.375000 Penalty: 2535.850830
	Iteration 12F: 3 clusters Score -287914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16291 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66509 members 
Mstep: Class 5 contains 85095 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64032 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28584 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 1240 members 
Entering Unmasked Estep 
Score: -53943988.000000 Penalty: 44176.890625
Splitting cluster 1 changes total score from -53944852.000000 to -53943988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (16291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Entering Unmasked Estep 
Score: -2155319.500000 Penalty: 1575.984863
	Iteration 0F: 2 clusters Score -2155320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2144086.000000 Penalty: 3151.969727
	Iteration 0F: 3 clusters Score -2144086 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2147927.250000 Penalty: 3151.969727
	Iteration 1F: 3 clusters Score -2147927 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2148201.250000 Penalty: 3151.969727
	Iteration 2F: 3 clusters Score -2148201 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2148410.750000 Penalty: 3151.969727
	Iteration 3Q: 3 clusters Score -2148411 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2148615.500000 Penalty: 3151.969727
	Iteration 4Q: 3 clusters Score -2148616 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2148791.500000 Penalty: 3151.969727
	Iteration 5Q: 3 clusters Score -2148792 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2148987.000000 Penalty: 3151.969727
	Iteration 6Q: 3 clusters Score -2148987 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2149265.000000 Penalty: 3151.969727
	Iteration 7Q: 3 clusters Score -2149265 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2149652.750000 Penalty: 3151.969727
	Iteration 8Q: 3 clusters Score -2149653 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2150268.250000 Penalty: 3151.969727
	Iteration 9F: 3 clusters Score -2150268 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2151123.500000 Penalty: 3151.969727
	Iteration 10F: 3 clusters Score -2151124 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2152083.000000 Penalty: 3151.969727
	Iteration 11F: 3 clusters Score -2152083 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2152991.000000 Penalty: 3151.969727
	Iteration 12F: 3 clusters Score -2152991 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2153546.500000 Penalty: 3151.969727
	Iteration 13Q: 3 clusters Score -2153546 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2153845.750000 Penalty: 3151.969727
	Iteration 14Q: 3 clusters Score -2153846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2153955.250000 Penalty: 3151.969727
	Iteration 15Q: 3 clusters Score -2153955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2154017.500000 Penalty: 3151.969727
	Iteration 16Q: 3 clusters Score -2154018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2154047.250000 Penalty: 3151.969727
	Iteration 17Q: 3 clusters Score -2154047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2154054.000000 Penalty: 3151.969727
	Iteration 18Q: 3 clusters Score -2154054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2154060.500000 Penalty: 3151.969727
	Iteration 19Q: 3 clusters Score -2154060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2154065.500000 Penalty: 3151.969727
	Iteration 20F: 3 clusters Score -2154066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2154065.250000 Penalty: 3151.969727
	Iteration 21Q: 3 clusters Score -2154065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2154066.750000 Penalty: 3151.969727
	Iteration 22Q: 3 clusters Score -2154067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2154066.750000 Penalty: 3151.969727
	Iteration 23F: 3 clusters Score -2154067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -29186.035156 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -29186.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28495.541016 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -28495.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28795.722656 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -28795.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -29016.126953 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -29016.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -29077.255859 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -29077.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -29110.740234 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -29110.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -29127.527344 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -29127.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -29136.878906 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -29136.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -29150.865234 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -29150.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -29150.865234 Penalty: 1858.033936
	Iteration 8F: 3 clusters Score -29150.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Entering Unmasked Estep 
Score: -8737069.000000 Penalty: 1804.577637
	Iteration 0F: 2 clusters Score -8737069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8693236 nChanged 31491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8710994 nChanged 1993
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -8711416.000000 Penalty: 3609.155273
	Iteration 2Q: 3 clusters Score -8711416 nChanged 2044
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -8711931.000000 Penalty: 3609.155273
	Iteration 3Q: 3 clusters Score -8711931 nChanged 2106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8712590 nChanged 2335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8713363 nChanged 2673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -8714449.000000 Penalty: 3609.155273
	Iteration 6Q: 3 clusters Score -8714449 nChanged 3084
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8715893 nChanged 3618
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8718095 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -8721053.000000 Penalty: 3609.155273
	Iteration 9F: 3 clusters Score -8721053 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8724415 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -8727129.000000 Penalty: 3609.155273
	Iteration 11F: 3 clusters Score -8727129 nChanged 2735
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8728768 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -8729807.000000 Penalty: 3609.155273
	Iteration 13Q: 3 clusters Score -8729807 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -8730592.000000 Penalty: 3609.155273
	Iteration 14Q: 3 clusters Score -8730592 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -8731344.000000 Penalty: 3609.155273
	Iteration 15Q: 3 clusters Score -8731344 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -8732042.000000 Penalty: 3609.155273
	Iteration 16Q: 3 clusters Score -8732042 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -8732667.000000 Penalty: 3609.155273
	Iteration 17Q: 3 clusters Score -8732667 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -8733255.000000 Penalty: 3609.155273
	Iteration 18Q: 3 clusters Score -8733255 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -8733718.000000 Penalty: 3609.155273
	Iteration 19Q: 3 clusters Score -8733718 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -8734081.000000 Penalty: 3609.155273
	Iteration 20F: 3 clusters Score -8734081 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -8734348.000000 Penalty: 3609.155273
	Iteration 21Q: 3 clusters Score -8734348 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8734564.000000 Penalty: 3609.155273
	Iteration 22Q: 3 clusters Score -8734564 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8734733.000000 Penalty: 3609.155273
	Iteration 23Q: 3 clusters Score -8734733 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8734877.000000 Penalty: 3609.155273
	Iteration 24Q: 3 clusters Score -8734877 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -8734967.000000 Penalty: 3609.155273
	Iteration 25Q: 3 clusters Score -8734967 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8735019.000000 Penalty: 3609.155273
	Iteration 26Q: 3 clusters Score -8735019 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8735089.000000 Penalty: 3609.155273
	Iteration 27Q: 3 clusters Score -8735089 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8735176.000000 Penalty: 3609.155273
	Iteration 28Q: 3 clusters Score -8735176 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8735247.000000 Penalty: 3609.155273
	Iteration 29Q: 3 clusters Score -8735247 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8735295.000000 Penalty: 3609.155273
	Iteration 30Q: 3 clusters Score -8735295 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8735343.000000 Penalty: 3609.155273
	Iteration 31Q: 3 clusters Score -8735343 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8735363.000000 Penalty: 3609.155273
	Iteration 32Q: 3 clusters Score -8735363 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8735380.000000 Penalty: 3609.155273
	Iteration 33Q: 3 clusters Score -8735380 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8735392.000000 Penalty: 3609.155273
	Iteration 34Q: 3 clusters Score -8735392 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8735430.000000 Penalty: 3609.155273
	Iteration 35Q: 3 clusters Score -8735430 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8735433.000000 Penalty: 3609.155273
	Iteration 36Q: 3 clusters Score -8735433 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8735433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8735451.000000 Penalty: 3609.155273
	Iteration 38Q: 3 clusters Score -8735451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8735443.000000 Penalty: 3609.155273
	Iteration 39Q: 3 clusters Score -8735443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8735479.000000 Penalty: 3609.155273
	Iteration 40F: 3 clusters Score -8735479 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8735482.000000 Penalty: 3609.155273
	Iteration 41Q: 3 clusters Score -8735482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8735476.000000 Penalty: 3609.155273
	Iteration 42Q: 3 clusters Score -8735476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8735506.000000 Penalty: 3609.155273
	Iteration 43Q: 3 clusters Score -8735506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8735498.000000 Penalty: 3609.155273
	Iteration 44Q: 3 clusters Score -8735498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8735502.000000 Penalty: 3609.155273
	Iteration 45Q: 3 clusters Score -8735502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8735494.000000 Penalty: 3609.155273
	Iteration 46Q: 3 clusters Score -8735494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8735514.000000 Penalty: 3609.155273
	Iteration 47Q: 3 clusters Score -8735514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8735533.000000 Penalty: 3609.155273
	Iteration 48Q: 3 clusters Score -8735533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8735535.000000 Penalty: 3609.155273
	Iteration 49Q: 3 clusters Score -8735535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8735553.000000 Penalty: 3609.155273
	Iteration 50Q: 3 clusters Score -8735553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8735553.000000 Penalty: 3609.155273
	Iteration 51Q: 3 clusters Score -8735553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8735549.000000 Penalty: 3609.155273
	Iteration 52Q: 3 clusters Score -8735549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8735565.000000 Penalty: 3609.155273
	Iteration 53Q: 3 clusters Score -8735565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8735550.000000 Penalty: 3609.155273
	Iteration 54Q: 3 clusters Score -8735550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8735557.000000 Penalty: 3609.155273
	Iteration 55Q: 3 clusters Score -8735557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8735563.000000 Penalty: 3609.155273
	Iteration 56Q: 3 clusters Score -8735563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8735574.000000 Penalty: 3609.155273
	Iteration 57Q: 3 clusters Score -8735574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8735568.000000 Penalty: 3609.155273
	Iteration 58Q: 3 clusters Score -8735568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8735587.000000 Penalty: 3609.155273
	Iteration 59Q: 3 clusters Score -8735587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8735598.000000 Penalty: 3609.155273
	Iteration 60F: 3 clusters Score -8735598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8735595.000000 Penalty: 3609.155273
	Iteration 61Q: 3 clusters Score -8735595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8735591.000000 Penalty: 3609.155273
	Iteration 62Q: 3 clusters Score -8735591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8735582.000000 Penalty: 3609.155273
	Iteration 63Q: 3 clusters Score -8735582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8735586.000000 Penalty: 3609.155273
	Iteration 64Q: 3 clusters Score -8735586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8735577.000000 Penalty: 3609.155273
	Iteration 65Q: 3 clusters Score -8735577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8735587.000000 Penalty: 3609.155273
	Iteration 66Q: 3 clusters Score -8735587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8735596.000000 Penalty: 3609.155273
	Iteration 67Q: 3 clusters Score -8735596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8735602.000000 Penalty: 3609.155273
	Iteration 68Q: 3 clusters Score -8735602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8735623.000000 Penalty: 3609.155273
	Iteration 69Q: 3 clusters Score -8735623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8735639.000000 Penalty: 3609.155273
	Iteration 70Q: 3 clusters Score -8735639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8735633.000000 Penalty: 3609.155273
	Iteration 71Q: 3 clusters Score -8735633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8735641.000000 Penalty: 3609.155273
	Iteration 72Q: 3 clusters Score -8735641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8735649.000000 Penalty: 3609.155273
	Iteration 73Q: 3 clusters Score -8735649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8735655.000000 Penalty: 3609.155273
	Iteration 74Q: 3 clusters Score -8735655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8735654.000000 Penalty: 3609.155273
	Iteration 75Q: 3 clusters Score -8735654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8735655.000000 Penalty: 3609.155273
	Iteration 76Q: 3 clusters Score -8735655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8735659.000000 Penalty: 3609.155273
	Iteration 77Q: 3 clusters Score -8735659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8735675.000000 Penalty: 3609.155273
	Iteration 78Q: 3 clusters Score -8735675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8735674.000000 Penalty: 3609.155273
	Iteration 79Q: 3 clusters Score -8735674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8735678.000000 Penalty: 3609.155273
	Iteration 80F: 3 clusters Score -8735678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8735685.000000 Penalty: 3609.155273
	Iteration 81Q: 3 clusters Score -8735685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8735684.000000 Penalty: 3609.155273
	Iteration 82Q: 3 clusters Score -8735684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8735690.000000 Penalty: 3609.155273
	Iteration 83Q: 3 clusters Score -8735690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8735692.000000 Penalty: 3609.155273
	Iteration 84Q: 3 clusters Score -8735692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8735678.000000 Penalty: 3609.155273
	Iteration 85Q: 3 clusters Score -8735678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8735690.000000 Penalty: 3609.155273
	Iteration 86Q: 3 clusters Score -8735690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8735682.000000 Penalty: 3609.155273
	Iteration 87Q: 3 clusters Score -8735682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8735686.000000 Penalty: 3609.155273
	Iteration 88Q: 3 clusters Score -8735686 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8735686.000000 Penalty: 3609.155273
	Iteration 89F: 3 clusters Score -8735686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85095 members 
Entering Unmasked Estep 
Score: -11237987.000000 Penalty: 1844.622559
	Iteration 0F: 2 clusters Score -1.123799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -11184860.000000 Penalty: 3689.245117
	Iteration 0F: 3 clusters Score -1.118486e+07 nChanged 40516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -11208053.000000 Penalty: 3689.245117
	Iteration 1F: 3 clusters Score -1.120805e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -11208707.000000 Penalty: 3689.245117
	Iteration 2Q: 3 clusters Score -1.120871e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -11209316.000000 Penalty: 3689.245117
	Iteration 3Q: 3 clusters Score -1.120932e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -11210376.000000 Penalty: 3689.245117
	Iteration 4Q: 3 clusters Score -1.121038e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -11211538.000000 Penalty: 3689.245117
	Iteration 5Q: 3 clusters Score -1.121154e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -11212915.000000 Penalty: 3689.245117
	Iteration 6Q: 3 clusters Score -1.121292e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -11214716.000000 Penalty: 3689.245117
	Iteration 7Q: 3 clusters Score -1.121472e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -11216860.000000 Penalty: 3689.245117
	Iteration 8F: 3 clusters Score -1.121686e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -11219705.000000 Penalty: 3689.245117
	Iteration 9F: 3 clusters Score -1.12197e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -11222786.000000 Penalty: 3689.245117
	Iteration 10F: 3 clusters Score -1.122279e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -11226225.000000 Penalty: 3689.245117
	Iteration 11F: 3 clusters Score -1.122622e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -11229380.000000 Penalty: 3689.245117
	Iteration 12F: 3 clusters Score -1.122938e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -11231824.000000 Penalty: 3689.245117
	Iteration 13Q: 3 clusters Score -1.123182e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -11233383.000000 Penalty: 3689.245117
	Iteration 14Q: 3 clusters Score -1.123338e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -11234347.000000 Penalty: 3689.245117
	Iteration 15Q: 3 clusters Score -1.123435e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -11234837.000000 Penalty: 3689.245117
	Iteration 16Q: 3 clusters Score -1.123484e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -11235161.000000 Penalty: 3689.245117
	Iteration 17Q: 3 clusters Score -1.123516e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -11235387.000000 Penalty: 3689.245117
	Iteration 18Q: 3 clusters Score -1.123539e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -11235654.000000 Penalty: 3689.245117
	Iteration 19Q: 3 clusters Score -1.123565e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -11235809.000000 Penalty: 3689.245117
	Iteration 20F: 3 clusters Score -1.123581e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -11235947.000000 Penalty: 3689.245117
	Iteration 21Q: 3 clusters Score -1.123595e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
Score: -11236092.000000 Penalty: 3689.245117
	Iteration 22Q: 3 clusters Score -1.123609e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -11236207.000000 Penalty: 3689.245117
	Iteration 23Q: 3 clusters Score -1.123621e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -11236302.000000 Penalty: 3689.245117
	Iteration 24Q: 3 clusters Score -1.12363e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -11236343.000000 Penalty: 3689.245117
	Iteration 25Q: 3 clusters Score -1.123634e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -11236383.000000 Penalty: 3689.245117
	Iteration 26Q: 3 clusters Score -1.123638e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -11236397.000000 Penalty: 3689.245117
	Iteration 27Q: 3 clusters Score -1.12364e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -11236424.000000 Penalty: 3689.245117
	Iteration 28Q: 3 clusters Score -1.123642e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -11236436.000000 Penalty: 3689.245117
	Iteration 29Q: 3 clusters Score -1.123644e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -11236458.000000 Penalty: 3689.245117
	Iteration 30Q: 3 clusters Score -1.123646e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -11236463.000000 Penalty: 3689.245117
	Iteration 31Q: 3 clusters Score -1.123646e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -11236471.000000 Penalty: 3689.245117
	Iteration 32Q: 3 clusters Score -1.123647e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -11236493.000000 Penalty: 3689.245117
	Iteration 33Q: 3 clusters Score -1.123649e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -11236504.000000 Penalty: 3689.245117
	Iteration 34Q: 3 clusters Score -1.12365e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -11236520.000000 Penalty: 3689.245117
	Iteration 35Q: 3 clusters Score -1.123652e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -11236526.000000 Penalty: 3689.245117
	Iteration 36Q: 3 clusters Score -1.123653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -11236541.000000 Penalty: 3689.245117
	Iteration 37Q: 3 clusters Score -1.123654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -11236534.000000 Penalty: 3689.245117
	Iteration 38Q: 3 clusters Score -1.123653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -11236533.000000 Penalty: 3689.245117
	Iteration 39Q: 3 clusters Score -1.123653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -11236549.000000 Penalty: 3689.245117
	Iteration 40F: 3 clusters Score -1.123655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -11236555.000000 Penalty: 3689.245117
	Iteration 41Q: 3 clusters Score -1.123656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -11236559.000000 Penalty: 3689.245117
	Iteration 42Q: 3 clusters Score -1.123656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -11236563.000000 Penalty: 3689.245117
	Iteration 43Q: 3 clusters Score -1.123656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -11236568.000000 Penalty: 3689.245117
	Iteration 44Q: 3 clusters Score -1.123657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -11236561.000000 Penalty: 3689.245117
	Iteration 45Q: 3 clusters Score -1.123656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -11236574.000000 Penalty: 3689.245117
	Iteration 46Q: 3 clusters Score -1.123657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -11236572.000000 Penalty: 3689.245117
	Iteration 47Q: 3 clusters Score -1.123657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -11236587.000000 Penalty: 3689.245117
	Iteration 48Q: 3 clusters Score -1.123659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -11236576.000000 Penalty: 3689.245117
	Iteration 49Q: 3 clusters Score -1.123658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -11236581.000000 Penalty: 3689.245117
	Iteration 50Q: 3 clusters Score -1.123658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -11236588.000000 Penalty: 3689.245117
	Iteration 51Q: 3 clusters Score -1.123659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -11236596.000000 Penalty: 3689.245117
	Iteration 52Q: 3 clusters Score -1.12366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -11236592.000000 Penalty: 3689.245117
	Iteration 53Q: 3 clusters Score -1.123659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -11236599.000000 Penalty: 3689.245117
	Iteration 54Q: 3 clusters Score -1.12366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -11236599.000000 Penalty: 3689.245117
	Iteration 55F: 3 clusters Score -1.12366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -891810.500000 Penalty: 1433.003418
	Iteration 0F: 2 clusters Score -891810.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -886759.250000 Penalty: 2866.006836
	Iteration 0F: 3 clusters Score -886759.2 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -888253.625000 Penalty: 2866.006836
	Iteration 1F: 3 clusters Score -888253.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -888461.562500 Penalty: 2866.006836
	Iteration 2F: 3 clusters Score -888461.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -888645.750000 Penalty: 2866.006836
	Iteration 3F: 3 clusters Score -888645.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -888813.500000 Penalty: 2866.006836
	Iteration 4Q: 3 clusters Score -888813.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -888959.625000 Penalty: 2866.006836
	Iteration 5Q: 3 clusters Score -888959.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -889122.687500 Penalty: 2866.006836
	Iteration 6Q: 3 clusters Score -889122.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -889302.937500 Penalty: 2866.006836
	Iteration 7Q: 3 clusters Score -889302.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -889513.562500 Penalty: 2866.006836
	Iteration 8Q: 3 clusters Score -889513.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -889721.750000 Penalty: 2866.006836
	Iteration 9Q: 3 clusters Score -889721.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -889889.125000 Penalty: 2866.006836
	Iteration 10Q: 3 clusters Score -889889.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -890022.562500 Penalty: 2866.006836
	Iteration 11Q: 3 clusters Score -890022.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -890138.250000 Penalty: 2866.006836
	Iteration 12Q: 3 clusters Score -890138.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -890233.812500 Penalty: 2866.006836
	Iteration 13Q: 3 clusters Score -890233.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -890294.687500 Penalty: 2866.006836
	Iteration 14Q: 3 clusters Score -890294.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -890349.750000 Penalty: 2866.006836
	Iteration 15Q: 3 clusters Score -890349.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -890396.437500 Penalty: 2866.006836
	Iteration 16Q: 3 clusters Score -890396.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -890428.500000 Penalty: 2866.006836
	Iteration 17Q: 3 clusters Score -890428.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -890452.250000 Penalty: 2866.006836
	Iteration 18Q: 3 clusters Score -890452.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -890470.000000 Penalty: 2866.006836
	Iteration 19Q: 3 clusters Score -890470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -890481.875000 Penalty: 2866.006836
	Iteration 20F: 3 clusters Score -890481.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -890491.625000 Penalty: 2866.006836
	Iteration 21Q: 3 clusters Score -890491.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -890500.375000 Penalty: 2866.006836
	Iteration 22Q: 3 clusters Score -890500.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -890511.625000 Penalty: 2866.006836
	Iteration 23Q: 3 clusters Score -890511.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -890519.437500 Penalty: 2866.006836
	Iteration 24Q: 3 clusters Score -890519.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -890529.187500 Penalty: 2866.006836
	Iteration 25Q: 3 clusters Score -890529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -890534.687500 Penalty: 2866.006836
	Iteration 26Q: 3 clusters Score -890534.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -890541.687500 Penalty: 2866.006836
	Iteration 27Q: 3 clusters Score -890541.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -890544.062500 Penalty: 2866.006836
	Iteration 28Q: 3 clusters Score -890544.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -890549.250000 Penalty: 2866.006836
	Iteration 29Q: 3 clusters Score -890549.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -890556.687500 Penalty: 2866.006836
	Iteration 30Q: 3 clusters Score -890556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -890558.687500 Penalty: 2866.006836
	Iteration 31Q: 3 clusters Score -890558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -890563.125000 Penalty: 2866.006836
	Iteration 32Q: 3 clusters Score -890563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -890565.000000 Penalty: 2866.006836
	Iteration 33Q: 3 clusters Score -890565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -890565.625000 Penalty: 2866.006836
	Iteration 34Q: 3 clusters Score -890565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -890567.562500 Penalty: 2866.006836
	Iteration 35Q: 3 clusters Score -890567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -890571.250000 Penalty: 2866.006836
	Iteration 36Q: 3 clusters Score -890571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -890574.625000 Penalty: 2866.006836
	Iteration 37Q: 3 clusters Score -890574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -890575.937500 Penalty: 2866.006836
	Iteration 38Q: 3 clusters Score -890575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -890576.812500 Penalty: 2866.006836
	Iteration 39Q: 3 clusters Score -890576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -890584.250000 Penalty: 2866.006836
	Iteration 40F: 3 clusters Score -890584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -890585.750000 Penalty: 2866.006836
	Iteration 41Q: 3 clusters Score -890585.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -890589.437500 Penalty: 2866.006836
	Iteration 42Q: 3 clusters Score -890589.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -890591.562500 Penalty: 2866.006836
	Iteration 43Q: 3 clusters Score -890591.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -890591.562500 Penalty: 2866.006836
	Iteration 44F: 3 clusters Score -890591.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Entering Unmasked Estep 
Score: -8448908.000000 Penalty: 1798.410034
	Iteration 0F: 2 clusters Score -8448908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -8406737.000000 Penalty: 3596.820068
	Iteration 0F: 3 clusters Score -8406737 nChanged 30310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -8423802.000000 Penalty: 3596.820068
	Iteration 1F: 3 clusters Score -8423802 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -8424181.000000 Penalty: 3596.820068
	Iteration 2Q: 3 clusters Score -8424181 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -8424592.000000 Penalty: 3596.820068
	Iteration 3Q: 3 clusters Score -8424592 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -8425035.000000 Penalty: 3596.820068
	Iteration 4Q: 3 clusters Score -8425035 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -8425650.000000 Penalty: 3596.820068
	Iteration 5Q: 3 clusters Score -8425650 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -8426667.000000 Penalty: 3596.820068
	Iteration 6Q: 3 clusters Score -8426667 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -8428589.000000 Penalty: 3596.820068
	Iteration 7F: 3 clusters Score -8428589 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -8431858.000000 Penalty: 3596.820068
	Iteration 8F: 3 clusters Score -8431858 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -8436750.000000 Penalty: 3596.820068
	Iteration 9F: 3 clusters Score -8436750 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -8441884.000000 Penalty: 3596.820068
	Iteration 10F: 3 clusters Score -8441884 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8445268.000000 Penalty: 3596.820068
	Iteration 11F: 3 clusters Score -8445268 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8446688.000000 Penalty: 3596.820068
	Iteration 12Q: 3 clusters Score -8446688 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8447080.000000 Penalty: 3596.820068
	Iteration 13Q: 3 clusters Score -8447080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8447227.000000 Penalty: 3596.820068
	Iteration 14Q: 3 clusters Score -8447227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8447283.000000 Penalty: 3596.820068
	Iteration 15Q: 3 clusters Score -8447283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8447317.000000 Penalty: 3596.820068
	Iteration 16Q: 3 clusters Score -8447317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8447329.000000 Penalty: 3596.820068
	Iteration 17Q: 3 clusters Score -8447329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8447329.000000 Penalty: 3596.820068
	Iteration 18F: 3 clusters Score -8447329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Entering Unmasked Estep 
Score: -1491117.625000 Penalty: 1524.688110
	Iteration 0F: 2 clusters Score -1491118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1482667.375000 Penalty: 3049.376221
	Iteration 0F: 3 clusters Score -1482667 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1485400.250000 Penalty: 3049.376221
	Iteration 1F: 3 clusters Score -1485400 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1485632.000000 Penalty: 3049.376221
	Iteration 2F: 3 clusters Score -1485632 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1485814.000000 Penalty: 3049.376221
	Iteration 3Q: 3 clusters Score -1485814 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1485959.250000 Penalty: 3049.376221
	Iteration 4Q: 3 clusters Score -1485959 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1486094.250000 Penalty: 3049.376221
	Iteration 5Q: 3 clusters Score -1486094 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1486244.250000 Penalty: 3049.376221
	Iteration 6Q: 3 clusters Score -1486244 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1486437.000000 Penalty: 3049.376221
	Iteration 7Q: 3 clusters Score -1486437 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1486722.625000 Penalty: 3049.376221
	Iteration 8Q: 3 clusters Score -1486723 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1487126.250000 Penalty: 3049.376221
	Iteration 9Q: 3 clusters Score -1487126 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1487663.000000 Penalty: 3049.376221
	Iteration 10F: 3 clusters Score -1487663 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1488203.250000 Penalty: 3049.376221
	Iteration 11F: 3 clusters Score -1488203 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1488593.125000 Penalty: 3049.376221
	Iteration 12F: 3 clusters Score -1488593 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1488816.125000 Penalty: 3049.376221
	Iteration 13Q: 3 clusters Score -1488816 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1488945.500000 Penalty: 3049.376221
	Iteration 14Q: 3 clusters Score -1488946 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1489027.375000 Penalty: 3049.376221
	Iteration 15Q: 3 clusters Score -1489027 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1489066.625000 Penalty: 3049.376221
	Iteration 16Q: 3 clusters Score -1489067 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1489103.375000 Penalty: 3049.376221
	Iteration 17Q: 3 clusters Score -1489103 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1489121.875000 Penalty: 3049.376221
	Iteration 18Q: 3 clusters Score -1489122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1489138.250000 Penalty: 3049.376221
	Iteration 19Q: 3 clusters Score -1489138 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1489156.750000 Penalty: 3049.376221
	Iteration 20F: 3 clusters Score -1489157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1489165.375000 Penalty: 3049.376221
	Iteration 21Q: 3 clusters Score -1489165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1489174.125000 Penalty: 3049.376221
	Iteration 22Q: 3 clusters Score -1489174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1489180.250000 Penalty: 3049.376221
	Iteration 23Q: 3 clusters Score -1489180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1489188.750000 Penalty: 3049.376221
	Iteration 24Q: 3 clusters Score -1489189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1489193.250000 Penalty: 3049.376221
	Iteration 25Q: 3 clusters Score -1489193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1489195.000000 Penalty: 3049.376221
	Iteration 26Q: 3 clusters Score -1489195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1489199.500000 Penalty: 3049.376221
	Iteration 27Q: 3 clusters Score -1489200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1489203.625000 Penalty: 3049.376221
	Iteration 28Q: 3 clusters Score -1489204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1489206.875000 Penalty: 3049.376221
	Iteration 29Q: 3 clusters Score -1489207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1489205.500000 Penalty: 3049.376221
	Iteration 30Q: 3 clusters Score -1489206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1489209.500000 Penalty: 3049.376221
	Iteration 31Q: 3 clusters Score -1489210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1489209.625000 Penalty: 3049.376221
	Iteration 32Q: 3 clusters Score -1489210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1489210.625000 Penalty: 3049.376221
	Iteration 33Q: 3 clusters Score -1489211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1489213.750000 Penalty: 3049.376221
	Iteration 34Q: 3 clusters Score -1489214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1489212.875000 Penalty: 3049.376221
	Iteration 35Q: 3 clusters Score -1489213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1489210.375000 Penalty: 3049.376221
	Iteration 36Q: 3 clusters Score -1489210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1489212.750000 Penalty: 3049.376221
	Iteration 37Q: 3 clusters Score -1489213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1489210.750000 Penalty: 3049.376221
	Iteration 38Q: 3 clusters Score -1489211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1489211.250000 Penalty: 3049.376221
	Iteration 39Q: 3 clusters Score -1489211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1489211.250000 Penalty: 3049.376221
	Iteration 40F: 3 clusters Score -1489211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1578540.000000 Penalty: 1533.719238
	Iteration 0F: 2 clusters Score -1578540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1569615.375000 Penalty: 3067.438477
	Iteration 0F: 3 clusters Score -1569615 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1572726.000000 Penalty: 3067.438477
	Iteration 1F: 3 clusters Score -1572726 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1573032.875000 Penalty: 3067.438477
	Iteration 2F: 3 clusters Score -1573033 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1573351.625000 Penalty: 3067.438477
	Iteration 3F: 3 clusters Score -1573352 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1573672.750000 Penalty: 3067.438477
	Iteration 4Q: 3 clusters Score -1573673 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1574048.250000 Penalty: 3067.438477
	Iteration 5F: 3 clusters Score -1574048 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1574563.500000 Penalty: 3067.438477
	Iteration 6F: 3 clusters Score -1574564 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1575239.375000 Penalty: 3067.438477
	Iteration 7F: 3 clusters Score -1575239 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1575890.125000 Penalty: 3067.438477
	Iteration 8F: 3 clusters Score -1575890 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1576420.000000 Penalty: 3067.438477
	Iteration 9Q: 3 clusters Score -1576420 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1576781.375000 Penalty: 3067.438477
	Iteration 10Q: 3 clusters Score -1576781 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1576972.625000 Penalty: 3067.438477
	Iteration 11Q: 3 clusters Score -1576973 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1577066.500000 Penalty: 3067.438477
	Iteration 12Q: 3 clusters Score -1577066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1577127.000000 Penalty: 3067.438477
	Iteration 13Q: 3 clusters Score -1577127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1577168.375000 Penalty: 3067.438477
	Iteration 14Q: 3 clusters Score -1577168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1577187.125000 Penalty: 3067.438477
	Iteration 15Q: 3 clusters Score -1577187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1577196.750000 Penalty: 3067.438477
	Iteration 16Q: 3 clusters Score -1577197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1577204.875000 Penalty: 3067.438477
	Iteration 17Q: 3 clusters Score -1577205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1577208.500000 Penalty: 3067.438477
	Iteration 18Q: 3 clusters Score -1577208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1577212.125000 Penalty: 3067.438477
	Iteration 19Q: 3 clusters Score -1577212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1577212.125000 Penalty: 3067.438477
	Iteration 20F: 3 clusters Score -1577212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Entering Unmasked Estep 
Score: -1666441.250000 Penalty: 1534.429321
	Iteration 0F: 2 clusters Score -1666441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1657624.875000 Penalty: 3068.858643
	Iteration 0F: 3 clusters Score -1657625 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1660527.875000 Penalty: 3068.858643
	Iteration 1F: 3 clusters Score -1660528 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1660773.500000 Penalty: 3068.858643
	Iteration 2F: 3 clusters Score -1660774 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1660979.875000 Penalty: 3068.858643
	Iteration 3Q: 3 clusters Score -1660980 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1661191.250000 Penalty: 3068.858643
	Iteration 4Q: 3 clusters Score -1661191 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1661384.000000 Penalty: 3068.858643
	Iteration 5Q: 3 clusters Score -1661384 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1661618.125000 Penalty: 3068.858643
	Iteration 6Q: 3 clusters Score -1661618 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1661906.000000 Penalty: 3068.858643
	Iteration 7Q: 3 clusters Score -1661906 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1662270.250000 Penalty: 3068.858643
	Iteration 8Q: 3 clusters Score -1662270 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1662700.125000 Penalty: 3068.858643
	Iteration 9Q: 3 clusters Score -1662700 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1663207.250000 Penalty: 3068.858643
	Iteration 10F: 3 clusters Score -1663207 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1663719.750000 Penalty: 3068.858643
	Iteration 11F: 3 clusters Score -1663720 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1664155.500000 Penalty: 3068.858643
	Iteration 12Q: 3 clusters Score -1664156 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1664494.375000 Penalty: 3068.858643
	Iteration 13Q: 3 clusters Score -1664494 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1664742.500000 Penalty: 3068.858643
	Iteration 14Q: 3 clusters Score -1664742 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1664885.875000 Penalty: 3068.858643
	Iteration 15Q: 3 clusters Score -1664886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1664986.250000 Penalty: 3068.858643
	Iteration 16Q: 3 clusters Score -1664986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1665040.625000 Penalty: 3068.858643
	Iteration 17Q: 3 clusters Score -1665041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1665067.000000 Penalty: 3068.858643
	Iteration 18Q: 3 clusters Score -1665067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1665089.375000 Penalty: 3068.858643
	Iteration 19Q: 3 clusters Score -1665089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1665102.125000 Penalty: 3068.858643
	Iteration 20F: 3 clusters Score -1665102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1665119.375000 Penalty: 3068.858643
	Iteration 21Q: 3 clusters Score -1665119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1665126.000000 Penalty: 3068.858643
	Iteration 22Q: 3 clusters Score -1665126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1665135.125000 Penalty: 3068.858643
	Iteration 23Q: 3 clusters Score -1665135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1665141.250000 Penalty: 3068.858643
	Iteration 24Q: 3 clusters Score -1665141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1665145.750000 Penalty: 3068.858643
	Iteration 25Q: 3 clusters Score -1665146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1665148.000000 Penalty: 3068.858643
	Iteration 26Q: 3 clusters Score -1665148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1665150.250000 Penalty: 3068.858643
	Iteration 27Q: 3 clusters Score -1665150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1665153.000000 Penalty: 3068.858643
	Iteration 28Q: 3 clusters Score -1665153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1665156.625000 Penalty: 3068.858643
	Iteration 29Q: 3 clusters Score -1665157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1665159.875000 Penalty: 3068.858643
	Iteration 30Q: 3 clusters Score -1665160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1665162.125000 Penalty: 3068.858643
	Iteration 31Q: 3 clusters Score -1665162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1665162.125000 Penalty: 3068.858643
	Iteration 32Q: 3 clusters Score -1665162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1665161.750000 Penalty: 3068.858643
	Iteration 33Q: 3 clusters Score -1665162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1665163.000000 Penalty: 3068.858643
	Iteration 34Q: 3 clusters Score -1665163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1665163.000000 Penalty: 3068.858643
	Iteration 35F: 3 clusters Score -1665163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Entering Unmasked Estep 
Score: -7164902.000000 Penalty: 1771.988037
	Iteration 0F: 2 clusters Score -7164902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -7128424.000000 Penalty: 3543.976074
	Iteration 0F: 3 clusters Score -7128424 nChanged 25683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -7143535.000000 Penalty: 3543.976074
	Iteration 1F: 3 clusters Score -7143535 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -7144506.000000 Penalty: 3543.976074
	Iteration 2Q: 3 clusters Score -7144506 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -7146121.000000 Penalty: 3543.976074
	Iteration 3F: 3 clusters Score -7146121 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -7148748.000000 Penalty: 3543.976074
	Iteration 4F: 3 clusters Score -7148748 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -7152728.500000 Penalty: 3543.976074
	Iteration 5F: 3 clusters Score -7152728 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -7157162.000000 Penalty: 3543.976074
	Iteration 6F: 3 clusters Score -7157162 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7160544.000000 Penalty: 3543.976074
	Iteration 7F: 3 clusters Score -7160544 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7162251.500000 Penalty: 3543.976074
	Iteration 8Q: 3 clusters Score -7162252 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7162911.500000 Penalty: 3543.976074
	Iteration 9Q: 3 clusters Score -7162912 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7163091.500000 Penalty: 3543.976074
	Iteration 10Q: 3 clusters Score -7163092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7163212.000000 Penalty: 3543.976074
	Iteration 11Q: 3 clusters Score -7163212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7163270.000000 Penalty: 3543.976074
	Iteration 12Q: 3 clusters Score -7163270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7163304.500000 Penalty: 3543.976074
	Iteration 13Q: 3 clusters Score -7163304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7163332.000000 Penalty: 3543.976074
	Iteration 14Q: 3 clusters Score -7163332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7163341.500000 Penalty: 3543.976074
	Iteration 15Q: 3 clusters Score -7163342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7163365.000000 Penalty: 3543.976074
	Iteration 16Q: 3 clusters Score -7163365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7163379.500000 Penalty: 3543.976074
	Iteration 17Q: 3 clusters Score -7163380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7163400.500000 Penalty: 3543.976074
	Iteration 18Q: 3 clusters Score -7163400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7163406.000000 Penalty: 3543.976074
	Iteration 19Q: 3 clusters Score -7163406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7163412.500000 Penalty: 3543.976074
	Iteration 20F: 3 clusters Score -7163412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7163415.500000 Penalty: 3543.976074
	Iteration 21Q: 3 clusters Score -7163416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7163423.500000 Penalty: 3543.976074
	Iteration 22Q: 3 clusters Score -7163424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7163437.500000 Penalty: 3543.976074
	Iteration 23Q: 3 clusters Score -7163438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7163438.000000 Penalty: 3543.976074
	Iteration 24Q: 3 clusters Score -7163438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7163437.500000 Penalty: 3543.976074
	Iteration 25Q: 3 clusters Score -7163438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7163442.500000 Penalty: 3543.976074
	Iteration 26Q: 3 clusters Score -7163442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7163449.500000 Penalty: 3543.976074
	Iteration 27Q: 3 clusters Score -7163450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7163446.500000 Penalty: 3543.976074
	Iteration 28Q: 3 clusters Score -7163446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7163452.500000 Penalty: 3543.976074
	Iteration 29Q: 3 clusters Score -7163452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7163449.500000 Penalty: 3543.976074
	Iteration 30Q: 3 clusters Score -7163450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7163449.500000 Penalty: 3543.976074
	Iteration 31F: 3 clusters Score -7163450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Entering Unmasked Estep 
Score: -3764049.000000 Penalty: 1667.347778
	Iteration 0F: 2 clusters Score -3764049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3744745.500000 Penalty: 3334.695557
	Iteration 0F: 3 clusters Score -3744746 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3751926.250000 Penalty: 3334.695557
	Iteration 1F: 3 clusters Score -3751926 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3752307.750000 Penalty: 3334.695557
	Iteration 2Q: 3 clusters Score -3752308 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3752774.500000 Penalty: 3334.695557
	Iteration 3Q: 3 clusters Score -3752774 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3753360.250000 Penalty: 3334.695557
	Iteration 4Q: 3 clusters Score -3753360 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3754228.250000 Penalty: 3334.695557
	Iteration 5F: 3 clusters Score -3754228 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3755560.750000 Penalty: 3334.695557
	Iteration 6F: 3 clusters Score -3755561 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3757307.000000 Penalty: 3334.695557
	Iteration 7F: 3 clusters Score -3757307 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3759265.250000 Penalty: 3334.695557
	Iteration 8F: 3 clusters Score -3759265 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3760886.250000 Penalty: 3334.695557
	Iteration 9F: 3 clusters Score -3760886 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3761800.500000 Penalty: 3334.695557
	Iteration 10Q: 3 clusters Score -3761800 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3762199.750000 Penalty: 3334.695557
	Iteration 11Q: 3 clusters Score -3762200 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3762356.250000 Penalty: 3334.695557
	Iteration 12Q: 3 clusters Score -3762356 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3762433.750000 Penalty: 3334.695557
	Iteration 13Q: 3 clusters Score -3762434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -3762471.500000 Penalty: 3334.695557
	Iteration 14Q: 3 clusters Score -3762472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3762499.000000 Penalty: 3334.695557
	Iteration 15Q: 3 clusters Score -3762499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3762516.500000 Penalty: 3334.695557
	Iteration 16Q: 3 clusters Score -3762516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3762532.250000 Penalty: 3334.695557
	Iteration 17Q: 3 clusters Score -3762532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3762544.000000 Penalty: 3334.695557
	Iteration 18Q: 3 clusters Score -3762544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3762550.250000 Penalty: 3334.695557
	Iteration 19Q: 3 clusters Score -3762550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3762551.000000 Penalty: 3334.695557
	Iteration 20F: 3 clusters Score -3762551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -121138.984375 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -121139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119694.617188 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -119694.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119971.859375 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -119971.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120071.960938 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -120072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120134.421875 Penalty: 2254.311279
	Iteration 3F: 3 clusters Score -120134.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -120192.882812 Penalty: 2254.311279
	Iteration 4Q: 3 clusters Score -120192.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120237.000000 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -120237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -120265.742188 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -120265.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -120296.039062 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -120296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -120319.710938 Penalty: 2254.311279
	Iteration 8Q: 3 clusters Score -120319.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -120333.343750 Penalty: 2254.311279
	Iteration 9Q: 3 clusters Score -120333.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -120339.867188 Penalty: 2254.311279
	Iteration 10Q: 3 clusters Score -120339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -120344.640625 Penalty: 2254.311279
	Iteration 11Q: 3 clusters Score -120344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120350.960938 Penalty: 2254.311279
	Iteration 12Q: 3 clusters Score -120351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120354.320312 Penalty: 2254.311279
	Iteration 13Q: 3 clusters Score -120354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120356.351562 Penalty: 2254.311279
	Iteration 14Q: 3 clusters Score -120356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120358.546875 Penalty: 2254.311279
	Iteration 15Q: 3 clusters Score -120358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120359.375000 Penalty: 2254.311279
	Iteration 16Q: 3 clusters Score -120359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120361.375000 Penalty: 2254.311279
	Iteration 17Q: 3 clusters Score -120361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120367.531250 Penalty: 2254.311279
	Iteration 18Q: 3 clusters Score -120367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120374.476562 Penalty: 2254.311279
	Iteration 19Q: 3 clusters Score -120374.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -120396.304688 Penalty: 2254.311279
	Iteration 20F: 3 clusters Score -120396.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120420.468750 Penalty: 2254.311279
	Iteration 21Q: 3 clusters Score -120420.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -120446.242188 Penalty: 2254.311279
	Iteration 22Q: 3 clusters Score -120446.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -120458.187500 Penalty: 2254.311279
	Iteration 23Q: 3 clusters Score -120458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120465.203125 Penalty: 2254.311279
	Iteration 24Q: 3 clusters Score -120465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120475.593750 Penalty: 2254.311279
	Iteration 25Q: 3 clusters Score -120475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120485.335938 Penalty: 2254.311279
	Iteration 26Q: 3 clusters Score -120485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120494.921875 Penalty: 2254.311279
	Iteration 27Q: 3 clusters Score -120494.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120505.281250 Penalty: 2254.311279
	Iteration 28Q: 3 clusters Score -120505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120516.500000 Penalty: 2254.311279
	Iteration 29Q: 3 clusters Score -120516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -120523.984375 Penalty: 2254.311279
	Iteration 30Q: 3 clusters Score -120524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -120530.500000 Penalty: 2254.311279
	Iteration 31Q: 3 clusters Score -120530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -120532.421875 Penalty: 2254.311279
	Iteration 32Q: 3 clusters Score -120532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -120534.359375 Penalty: 2254.311279
	Iteration 33Q: 3 clusters Score -120534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120536.187500 Penalty: 2254.311279
	Iteration 34Q: 3 clusters Score -120536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120536.187500 Penalty: 2254.311279
	Iteration 35F: 3 clusters Score -120536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -183649.875000 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -183649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -181859.437500 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -181859.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -182197.968750 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -182198 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -182300.468750 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -182300.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -182354.453125 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -182354.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -182389.546875 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -182389.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -182411.312500 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -182411.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -182432.359375 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -182432.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -182442.500000 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -182442.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -182450.343750 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -182450.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -182454.531250 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -182454.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -182457.421875 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -182457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -182460.281250 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -182460.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -182463.375000 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -182463.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -182467.140625 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -182467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -182471.234375 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -182471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -182473.781250 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -182473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -182477.046875 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -182477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -182484.687500 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -182484.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -182492.281250 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -182492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -182497.593750 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -182497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -182500.359375 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -182500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -182501.406250 Penalty: 2379.171387
	Iteration 21Q: 3 clusters Score -182501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -182505.140625 Penalty: 2379.171387
	Iteration 22Q: 3 clusters Score -182505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -182509.781250 Penalty: 2379.171387
	Iteration 23Q: 3 clusters Score -182509.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -182514.656250 Penalty: 2379.171387
	Iteration 24Q: 3 clusters Score -182514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -182518.281250 Penalty: 2379.171387
	Iteration 25Q: 3 clusters Score -182518.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -182521.875000 Penalty: 2379.171387
	Iteration 26Q: 3 clusters Score -182521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -182524.734375 Penalty: 2379.171387
	Iteration 27Q: 3 clusters Score -182524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -182524.890625 Penalty: 2379.171387
	Iteration 28Q: 3 clusters Score -182524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182525.578125 Penalty: 2379.171387
	Iteration 29Q: 3 clusters Score -182525.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182525.578125 Penalty: 2379.171387
	Iteration 30F: 3 clusters Score -182525.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Entering Unmasked Estep 
Score: -2334358.250000 Penalty: 1589.115234
	Iteration 0F: 2 clusters Score -2334358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2322233.500000 Penalty: 3178.230469
	Iteration 0F: 3 clusters Score -2322234 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2326491.250000 Penalty: 3178.230469
	Iteration 1F: 3 clusters Score -2326491 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2326849.750000 Penalty: 3178.230469
	Iteration 2F: 3 clusters Score -2326850 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2327188.000000 Penalty: 3178.230469
	Iteration 3Q: 3 clusters Score -2327188 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2327572.000000 Penalty: 3178.230469
	Iteration 4Q: 3 clusters Score -2327572 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2328075.750000 Penalty: 3178.230469
	Iteration 5F: 3 clusters Score -2328076 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2328806.500000 Penalty: 3178.230469
	Iteration 6F: 3 clusters Score -2328806 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2329828.000000 Penalty: 3178.230469
	Iteration 7F: 3 clusters Score -2329828 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2330954.000000 Penalty: 3178.230469
	Iteration 8F: 3 clusters Score -2330954 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2331950.250000 Penalty: 3178.230469
	Iteration 9F: 3 clusters Score -2331950 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2332550.500000 Penalty: 3178.230469
	Iteration 10Q: 3 clusters Score -2332550 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2332809.500000 Penalty: 3178.230469
	Iteration 11Q: 3 clusters Score -2332810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2332911.500000 Penalty: 3178.230469
	Iteration 12Q: 3 clusters Score -2332912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2332955.500000 Penalty: 3178.230469
	Iteration 13Q: 3 clusters Score -2332956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2332973.750000 Penalty: 3178.230469
	Iteration 14Q: 3 clusters Score -2332974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2332987.750000 Penalty: 3178.230469
	Iteration 15Q: 3 clusters Score -2332988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2332999.000000 Penalty: 3178.230469
	Iteration 16Q: 3 clusters Score -2332999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2333004.500000 Penalty: 3178.230469
	Iteration 17Q: 3 clusters Score -2333004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2333007.750000 Penalty: 3178.230469
	Iteration 18Q: 3 clusters Score -2333008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2333012.250000 Penalty: 3178.230469
	Iteration 19Q: 3 clusters Score -2333012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2333017.750000 Penalty: 3178.230469
	Iteration 20F: 3 clusters Score -2333018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2333022.750000 Penalty: 3178.230469
	Iteration 21Q: 3 clusters Score -2333023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2333025.750000 Penalty: 3178.230469
	Iteration 22Q: 3 clusters Score -2333026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2333029.000000 Penalty: 3178.230469
	Iteration 23Q: 3 clusters Score -2333029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2333029.000000 Penalty: 3178.230469
	Iteration 24F: 3 clusters Score -2333029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Entering Unmasked Estep 
Score: -830269.875000 Penalty: 1428.739990
	Iteration 0F: 2 clusters Score -830269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -825269.312500 Penalty: 2857.479980
	Iteration 0F: 3 clusters Score -825269.3 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -826724.687500 Penalty: 2857.479980
	Iteration 1F: 3 clusters Score -826724.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -826954.500000 Penalty: 2857.479980
	Iteration 2F: 3 clusters Score -826954.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -827100.750000 Penalty: 2857.479980
	Iteration 3F: 3 clusters Score -827100.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -827205.750000 Penalty: 2857.479980
	Iteration 4Q: 3 clusters Score -827205.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -827282.375000 Penalty: 2857.479980
	Iteration 5Q: 3 clusters Score -827282.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -827347.500000 Penalty: 2857.479980
	Iteration 6Q: 3 clusters Score -827347.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -827410.562500 Penalty: 2857.479980
	Iteration 7Q: 3 clusters Score -827410.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -827474.125000 Penalty: 2857.479980
	Iteration 8Q: 3 clusters Score -827474.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -827540.812500 Penalty: 2857.479980
	Iteration 9Q: 3 clusters Score -827540.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -827598.250000 Penalty: 2857.479980
	Iteration 10Q: 3 clusters Score -827598.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -827638.375000 Penalty: 2857.479980
	Iteration 11Q: 3 clusters Score -827638.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -827690.562500 Penalty: 2857.479980
	Iteration 12Q: 3 clusters Score -827690.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -827761.000000 Penalty: 2857.479980
	Iteration 13Q: 3 clusters Score -827761 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -827839.625000 Penalty: 2857.479980
	Iteration 14Q: 3 clusters Score -827839.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -827922.000000 Penalty: 2857.479980
	Iteration 15Q: 3 clusters Score -827922 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -828018.687500 Penalty: 2857.479980
	Iteration 16Q: 3 clusters Score -828018.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -828104.125000 Penalty: 2857.479980
	Iteration 17Q: 3 clusters Score -828104.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -828213.125000 Penalty: 2857.479980
	Iteration 18Q: 3 clusters Score -828213.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -828334.062500 Penalty: 2857.479980
	Iteration 19Q: 3 clusters Score -828334.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -828449.875000 Penalty: 2857.479980
	Iteration 20F: 3 clusters Score -828449.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -828566.812500 Penalty: 2857.479980
	Iteration 21Q: 3 clusters Score -828566.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -828673.062500 Penalty: 2857.479980
	Iteration 22Q: 3 clusters Score -828673.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -828749.437500 Penalty: 2857.479980
	Iteration 23Q: 3 clusters Score -828749.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -828812.750000 Penalty: 2857.479980
	Iteration 24Q: 3 clusters Score -828812.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -828854.250000 Penalty: 2857.479980
	Iteration 25Q: 3 clusters Score -828854.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -828891.750000 Penalty: 2857.479980
	Iteration 26Q: 3 clusters Score -828891.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -828927.812500 Penalty: 2857.479980
	Iteration 27Q: 3 clusters Score -828927.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -828955.000000 Penalty: 2857.479980
	Iteration 28Q: 3 clusters Score -828955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -828970.625000 Penalty: 2857.479980
	Iteration 29Q: 3 clusters Score -828970.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -828985.812500 Penalty: 2857.479980
	Iteration 30Q: 3 clusters Score -828985.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -828998.937500 Penalty: 2857.479980
	Iteration 31Q: 3 clusters Score -828998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -829007.437500 Penalty: 2857.479980
	Iteration 32Q: 3 clusters Score -829007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -829014.875000 Penalty: 2857.479980
	Iteration 33Q: 3 clusters Score -829014.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -829018.625000 Penalty: 2857.479980
	Iteration 34Q: 3 clusters Score -829018.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -829026.562500 Penalty: 2857.479980
	Iteration 35Q: 3 clusters Score -829026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -829026.562500 Penalty: 2857.479980
	Iteration 36F: 3 clusters Score -829026.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -40011.351562 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -40011.35 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 198 members 
Entering Unmasked Estep 
Score: -39170.140625 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -39170.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39477.464844 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -39477.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39732.757812 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -39732.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39844.781250 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -39844.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -39928.125000 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -39928.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -39937.531250 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -39937.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -39944.988281 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -39944.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -39944.988281 Penalty: 1933.958862
	Iteration 7F: 3 clusters Score -39944.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Entering Unmasked Estep 
Score: -2756728.500000 Penalty: 1615.947754
	Iteration 0F: 2 clusters Score -2756728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2742460.500000 Penalty: 3231.895508
	Iteration 0F: 3 clusters Score -2742460 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2747565.250000 Penalty: 3231.895508
	Iteration 1F: 3 clusters Score -2747565 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2747853.250000 Penalty: 3231.895508
	Iteration 2Q: 3 clusters Score -2747853 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2748109.000000 Penalty: 3231.895508
	Iteration 3Q: 3 clusters Score -2748109 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2748390.750000 Penalty: 3231.895508
	Iteration 4Q: 3 clusters Score -2748391 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2748749.750000 Penalty: 3231.895508
	Iteration 5Q: 3 clusters Score -2748750 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2749232.500000 Penalty: 3231.895508
	Iteration 6Q: 3 clusters Score -2749232 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2749907.250000 Penalty: 3231.895508
	Iteration 7F: 3 clusters Score -2749907 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2751088.750000 Penalty: 3231.895508
	Iteration 8F: 3 clusters Score -2751089 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2752467.250000 Penalty: 3231.895508
	Iteration 9F: 3 clusters Score -2752467 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2753638.000000 Penalty: 3231.895508
	Iteration 10F: 3 clusters Score -2753638 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2754420.750000 Penalty: 3231.895508
	Iteration 11Q: 3 clusters Score -2754421 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2754824.500000 Penalty: 3231.895508
	Iteration 12Q: 3 clusters Score -2754824 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2755014.750000 Penalty: 3231.895508
	Iteration 13Q: 3 clusters Score -2755015 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2755122.250000 Penalty: 3231.895508
	Iteration 14Q: 3 clusters Score -2755122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2755196.500000 Penalty: 3231.895508
	Iteration 15Q: 3 clusters Score -2755196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2755236.750000 Penalty: 3231.895508
	Iteration 16Q: 3 clusters Score -2755237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2755265.000000 Penalty: 3231.895508
	Iteration 17Q: 3 clusters Score -2755265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2755295.750000 Penalty: 3231.895508
	Iteration 18Q: 3 clusters Score -2755296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2755315.750000 Penalty: 3231.895508
	Iteration 19Q: 3 clusters Score -2755316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2755331.750000 Penalty: 3231.895508
	Iteration 20F: 3 clusters Score -2755332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2755331.500000 Penalty: 3231.895508
	Iteration 21Q: 3 clusters Score -2755332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2755332.250000 Penalty: 3231.895508
	Iteration 22Q: 3 clusters Score -2755332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2755334.250000 Penalty: 3231.895508
	Iteration 23Q: 3 clusters Score -2755334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2755334.250000 Penalty: 3231.895508
	Iteration 24F: 3 clusters Score -2755334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -984575.937500 Penalty: 1449.476318
	Iteration 0F: 2 clusters Score -984575.9 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 3737 members 
Entering Unmasked Estep 
Score: -979006.062500 Penalty: 2898.952637
	Iteration 0F: 3 clusters Score -979006.1 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -980674.625000 Penalty: 2898.952637
	Iteration 1F: 3 clusters Score -980674.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -980840.937500 Penalty: 2898.952637
	Iteration 2F: 3 clusters Score -980840.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -980936.125000 Penalty: 2898.952637
	Iteration 3Q: 3 clusters Score -980936.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -981006.937500 Penalty: 2898.952637
	Iteration 4Q: 3 clusters Score -981006.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -981071.937500 Penalty: 2898.952637
	Iteration 5Q: 3 clusters Score -981071.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -981129.125000 Penalty: 2898.952637
	Iteration 6Q: 3 clusters Score -981129.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -981175.500000 Penalty: 2898.952637
	Iteration 7Q: 3 clusters Score -981175.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -981222.562500 Penalty: 2898.952637
	Iteration 8Q: 3 clusters Score -981222.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -981266.000000 Penalty: 2898.952637
	Iteration 9Q: 3 clusters Score -981266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -981295.937500 Penalty: 2898.952637
	Iteration 10Q: 3 clusters Score -981295.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -981328.562500 Penalty: 2898.952637
	Iteration 11Q: 3 clusters Score -981328.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -981359.437500 Penalty: 2898.952637
	Iteration 12Q: 3 clusters Score -981359.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -981396.750000 Penalty: 2898.952637
	Iteration 13Q: 3 clusters Score -981396.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -981436.875000 Penalty: 2898.952637
	Iteration 14Q: 3 clusters Score -981436.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -981472.312500 Penalty: 2898.952637
	Iteration 15Q: 3 clusters Score -981472.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -981505.500000 Penalty: 2898.952637
	Iteration 16Q: 3 clusters Score -981505.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -981551.500000 Penalty: 2898.952637
	Iteration 17Q: 3 clusters Score -981551.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -981617.500000 Penalty: 2898.952637
	Iteration 18Q: 3 clusters Score -981617.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -981716.250000 Penalty: 2898.952637
	Iteration 19Q: 3 clusters Score -981716.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -981855.375000 Penalty: 2898.952637
	Iteration 20F: 3 clusters Score -981855.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -982012.562500 Penalty: 2898.952637
	Iteration 21Q: 3 clusters Score -982012.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -982192.562500 Penalty: 2898.952637
	Iteration 22Q: 3 clusters Score -982192.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -982382.062500 Penalty: 2898.952637
	Iteration 23Q: 3 clusters Score -982382.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -982555.562500 Penalty: 2898.952637
	Iteration 24Q: 3 clusters Score -982555.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -982686.562500 Penalty: 2898.952637
	Iteration 25Q: 3 clusters Score -982686.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -982802.937500 Penalty: 2898.952637
	Iteration 26Q: 3 clusters Score -982802.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -982921.000000 Penalty: 2898.952637
	Iteration 27Q: 3 clusters Score -982921 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -983008.812500 Penalty: 2898.952637
	Iteration 28Q: 3 clusters Score -983008.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -983064.312500 Penalty: 2898.952637
	Iteration 29Q: 3 clusters Score -983064.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -983103.375000 Penalty: 2898.952637
	Iteration 30Q: 3 clusters Score -983103.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -983142.687500 Penalty: 2898.952637
	Iteration 31Q: 3 clusters Score -983142.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -983170.875000 Penalty: 2898.952637
	Iteration 32Q: 3 clusters Score -983170.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -983189.687500 Penalty: 2898.952637
	Iteration 33Q: 3 clusters Score -983189.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -983208.437500 Penalty: 2898.952637
	Iteration 34Q: 3 clusters Score -983208.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -983220.187500 Penalty: 2898.952637
	Iteration 35Q: 3 clusters Score -983220.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -983233.187500 Penalty: 2898.952637
	Iteration 36Q: 3 clusters Score -983233.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -983246.562500 Penalty: 2898.952637
	Iteration 37Q: 3 clusters Score -983246.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -983265.437500 Penalty: 2898.952637
	Iteration 38Q: 3 clusters Score -983265.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -983278.625000 Penalty: 2898.952637
	Iteration 39Q: 3 clusters Score -983278.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -983288.750000 Penalty: 2898.952637
	Iteration 40F: 3 clusters Score -983288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -983296.562500 Penalty: 2898.952637
	Iteration 41Q: 3 clusters Score -983296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -983300.625000 Penalty: 2898.952637
	Iteration 42Q: 3 clusters Score -983300.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -983306.125000 Penalty: 2898.952637
	Iteration 43Q: 3 clusters Score -983306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -983309.750000 Penalty: 2898.952637
	Iteration 44Q: 3 clusters Score -983309.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -983313.750000 Penalty: 2898.952637
	Iteration 45Q: 3 clusters Score -983313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -983313.125000 Penalty: 2898.952637
	Iteration 46Q: 3 clusters Score -983313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -983313.125000 Penalty: 2898.952637
	Iteration 47F: 3 clusters Score -983313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -249747.859375 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -249747.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -247683.015625 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -247683 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -248168.515625 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -248168.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -248300.578125 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -248300.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -248371.343750 Penalty: 2463.395752
	Iteration 3Q: 3 clusters Score -248371.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -248417.546875 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -248417.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -248460.875000 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -248460.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -248495.859375 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -248495.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -248528.640625 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -248528.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -248564.718750 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -248564.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -248583.984375 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -248584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -248600.796875 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -248600.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -248625.484375 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -248625.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -248651.453125 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -248651.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -248674.437500 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -248674.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -248689.750000 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -248689.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -248702.625000 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -248702.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -248716.234375 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -248716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -248724.000000 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -248724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -248734.562500 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -248734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -248738.468750 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -248738.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -248742.281250 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -248742.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -248748.375000 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -248748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -248751.812500 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -248751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -248755.078125 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -248755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -248759.546875 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -248759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -248762.812500 Penalty: 2463.395752
	Iteration 25Q: 3 clusters Score -248762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -248763.890625 Penalty: 2463.395752
	Iteration 26Q: 3 clusters Score -248763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -248763.890625 Penalty: 2463.395752
	Iteration 27F: 3 clusters Score -248763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16291 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66509 members 
Mstep: Class 5 contains 85095 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64032 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28584 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944852.000000 Penalty: 42073.230469
Iteration 279Q: 21 clusters Score -5.394485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16291 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 66509 members 
Mstep: Class 5 contains 85095 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64032 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28584 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944868.000000 Penalty: 42073.230469
Iteration 280F: 21 clusters Score -5.394487e+07 nChanged 0
Entering ConstructFrom: 
Score: -53944868.000000 Penalty: 42073.230469
Entering ConstructFrom: 
Trying to split cluster 1 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -287900.062500 Penalty: 1267.925415
	Iteration 0F: 2 clusters Score -287900.1 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 1248 members 
Entering Unmasked Estep 
Score: -285541.968750 Penalty: 2535.850830
	Iteration 0F: 3 clusters Score -285542 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -286268.312500 Penalty: 2535.850830
	Iteration 1F: 3 clusters Score -286268.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -286601.687500 Penalty: 2535.850830
	Iteration 2F: 3 clusters Score -286601.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -286862.250000 Penalty: 2535.850830
	Iteration 3F: 3 clusters Score -286862.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -287050.218750 Penalty: 2535.850830
	Iteration 4F: 3 clusters Score -287050.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -287155.000000 Penalty: 2535.850830
	Iteration 5F: 3 clusters Score -287155 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -287224.062500 Penalty: 2535.850830
	Iteration 6Q: 3 clusters Score -287224.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -287260.750000 Penalty: 2535.850830
	Iteration 7Q: 3 clusters Score -287260.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -287290.250000 Penalty: 2535.850830
	Iteration 8Q: 3 clusters Score -287290.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -287318.000000 Penalty: 2535.850830
	Iteration 9Q: 3 clusters Score -287318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -287328.687500 Penalty: 2535.850830
	Iteration 10Q: 3 clusters Score -287328.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -287334.500000 Penalty: 2535.850830
	Iteration 11Q: 3 clusters Score -287334.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -287340.687500 Penalty: 2535.850830
	Iteration 12Q: 3 clusters Score -287340.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -287343.937500 Penalty: 2535.850830
	Iteration 13Q: 3 clusters Score -287343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -287346.937500 Penalty: 2535.850830
	Iteration 14Q: 3 clusters Score -287346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -287347.750000 Penalty: 2535.850830
	Iteration 15Q: 3 clusters Score -287347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -287348.750000 Penalty: 2535.850830
	Iteration 16Q: 3 clusters Score -287348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -287349.718750 Penalty: 2535.850830
	Iteration 17Q: 3 clusters Score -287349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -287350.593750 Penalty: 2535.850830
	Iteration 18Q: 3 clusters Score -287350.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -287350.187500 Penalty: 2535.850830
	Iteration 19Q: 3 clusters Score -287350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -287351.468750 Penalty: 2535.850830
	Iteration 20F: 3 clusters Score -287351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -287351.687500 Penalty: 2535.850830
	Iteration 21Q: 3 clusters Score -287351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -287351.687500 Penalty: 2535.850830
	Iteration 22F: 3 clusters Score -287351.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Entering Unmasked Estep 
Score: -2155319.500000 Penalty: 1575.984863
	Iteration 0F: 2 clusters Score -2155320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2144149.000000 Penalty: 3151.969727
	Iteration 0F: 3 clusters Score -2144149 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2148109.250000 Penalty: 3151.969727
	Iteration 1F: 3 clusters Score -2148109 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2148516.500000 Penalty: 3151.969727
	Iteration 2F: 3 clusters Score -2148516 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2148908.250000 Penalty: 3151.969727
	Iteration 3F: 3 clusters Score -2148908 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2149314.000000 Penalty: 3151.969727
	Iteration 4F: 3 clusters Score -2149314 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2149712.750000 Penalty: 3151.969727
	Iteration 5Q: 3 clusters Score -2149713 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2150054.500000 Penalty: 3151.969727
	Iteration 6Q: 3 clusters Score -2150054 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2150386.000000 Penalty: 3151.969727
	Iteration 7Q: 3 clusters Score -2150386 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2150678.500000 Penalty: 3151.969727
	Iteration 8Q: 3 clusters Score -2150678 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2150898.250000 Penalty: 3151.969727
	Iteration 9Q: 3 clusters Score -2150898 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2151034.000000 Penalty: 3151.969727
	Iteration 10Q: 3 clusters Score -2151034 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2151148.000000 Penalty: 3151.969727
	Iteration 11Q: 3 clusters Score -2151148 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2151238.250000 Penalty: 3151.969727
	Iteration 12Q: 3 clusters Score -2151238 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2151324.250000 Penalty: 3151.969727
	Iteration 13Q: 3 clusters Score -2151324 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2151397.250000 Penalty: 3151.969727
	Iteration 14Q: 3 clusters Score -2151397 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2151473.750000 Penalty: 3151.969727
	Iteration 15Q: 3 clusters Score -2151474 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2151538.250000 Penalty: 3151.969727
	Iteration 16Q: 3 clusters Score -2151538 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2151610.000000 Penalty: 3151.969727
	Iteration 17Q: 3 clusters Score -2151610 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2151678.250000 Penalty: 3151.969727
	Iteration 18Q: 3 clusters Score -2151678 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2151760.250000 Penalty: 3151.969727
	Iteration 19Q: 3 clusters Score -2151760 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2151852.750000 Penalty: 3151.969727
	Iteration 20F: 3 clusters Score -2151853 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2151965.250000 Penalty: 3151.969727
	Iteration 21Q: 3 clusters Score -2151965 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2152084.500000 Penalty: 3151.969727
	Iteration 22Q: 3 clusters Score -2152084 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2152222.750000 Penalty: 3151.969727
	Iteration 23Q: 3 clusters Score -2152223 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2152351.500000 Penalty: 3151.969727
	Iteration 24Q: 3 clusters Score -2152352 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2152513.250000 Penalty: 3151.969727
	Iteration 25Q: 3 clusters Score -2152513 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2152670.500000 Penalty: 3151.969727
	Iteration 26Q: 3 clusters Score -2152670 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2152819.000000 Penalty: 3151.969727
	Iteration 27Q: 3 clusters Score -2152819 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2152992.500000 Penalty: 3151.969727
	Iteration 28Q: 3 clusters Score -2152992 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2153156.250000 Penalty: 3151.969727
	Iteration 29Q: 3 clusters Score -2153156 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2153307.500000 Penalty: 3151.969727
	Iteration 30Q: 3 clusters Score -2153308 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2153442.750000 Penalty: 3151.969727
	Iteration 31Q: 3 clusters Score -2153443 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2153575.750000 Penalty: 3151.969727
	Iteration 32Q: 3 clusters Score -2153576 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2153672.500000 Penalty: 3151.969727
	Iteration 33Q: 3 clusters Score -2153672 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2153715.250000 Penalty: 3151.969727
	Iteration 34Q: 3 clusters Score -2153715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2153765.750000 Penalty: 3151.969727
	Iteration 35Q: 3 clusters Score -2153766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2153811.000000 Penalty: 3151.969727
	Iteration 36Q: 3 clusters Score -2153811 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2153847.250000 Penalty: 3151.969727
	Iteration 37Q: 3 clusters Score -2153847 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2153877.500000 Penalty: 3151.969727
	Iteration 38Q: 3 clusters Score -2153878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2153896.750000 Penalty: 3151.969727
	Iteration 39Q: 3 clusters Score -2153897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2153915.000000 Penalty: 3151.969727
	Iteration 40F: 3 clusters Score -2153915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2153932.500000 Penalty: 3151.969727
	Iteration 41Q: 3 clusters Score -2153932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2153943.250000 Penalty: 3151.969727
	Iteration 42Q: 3 clusters Score -2153943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2153948.000000 Penalty: 3151.969727
	Iteration 43Q: 3 clusters Score -2153948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2153956.750000 Penalty: 3151.969727
	Iteration 44Q: 3 clusters Score -2153957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2153969.000000 Penalty: 3151.969727
	Iteration 45Q: 3 clusters Score -2153969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2153980.500000 Penalty: 3151.969727
	Iteration 46Q: 3 clusters Score -2153980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2153996.500000 Penalty: 3151.969727
	Iteration 47Q: 3 clusters Score -2153996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2154005.500000 Penalty: 3151.969727
	Iteration 48Q: 3 clusters Score -2154006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2154020.750000 Penalty: 3151.969727
	Iteration 49Q: 3 clusters Score -2154021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2154024.500000 Penalty: 3151.969727
	Iteration 50Q: 3 clusters Score -2154024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2154027.500000 Penalty: 3151.969727
	Iteration 51Q: 3 clusters Score -2154028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2154032.750000 Penalty: 3151.969727
	Iteration 52Q: 3 clusters Score -2154033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2154037.000000 Penalty: 3151.969727
	Iteration 53Q: 3 clusters Score -2154037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2154038.500000 Penalty: 3151.969727
	Iteration 54Q: 3 clusters Score -2154038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2154040.750000 Penalty: 3151.969727
	Iteration 55Q: 3 clusters Score -2154041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2154043.000000 Penalty: 3151.969727
	Iteration 56Q: 3 clusters Score -2154043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2154041.250000 Penalty: 3151.969727
	Iteration 57Q: 3 clusters Score -2154041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2154041.500000 Penalty: 3151.969727
	Iteration 58Q: 3 clusters Score -2154042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2154041.500000 Penalty: 3151.969727
	Iteration 59F: 3 clusters Score -2154042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -29186.035156 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -29186.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28430.941406 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -28430.94 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28719.259766 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -28719.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28990.929688 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -28990.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29060.917969 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -29060.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29139.644531 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -29139.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29184.068359 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -29184.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29213.767578 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -29213.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29216.765625 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -29216.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29216.765625 Penalty: 1858.033936
	Iteration 8F: 3 clusters Score -29216.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16291 members 
Mstep: Class 3 contains 58 members 
Mstep: Class 4 contains 66509 members 
Mstep: Class 5 contains 85095 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 64032 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 54423 members 
Mstep: Class 12 contains 28584 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 246 members 
Entering Unmasked Estep 
Score: -53943752.000000 Penalty: 44176.890625
Splitting cluster 3 changes total score from -53944868.000000 to -53943752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (66509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Entering Unmasked Estep 
Score: -8737062.000000 Penalty: 1804.577637
	Iteration 0F: 2 clusters Score -8737062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -8693472.000000 Penalty: 3609.155273
	Iteration 0F: 3 clusters Score -8693472 nChanged 31493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -8711703.000000 Penalty: 3609.155273
	Iteration 1F: 3 clusters Score -8711703 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -8712402.000000 Penalty: 3609.155273
	Iteration 2Q: 3 clusters Score -8712402 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -8713233.000000 Penalty: 3609.155273
	Iteration 3Q: 3 clusters Score -8713233 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -8714414.000000 Penalty: 3609.155273
	Iteration 4Q: 3 clusters Score -8714414 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -8716043.000000 Penalty: 3609.155273
	Iteration 5F: 3 clusters Score -8716043 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -8718172.000000 Penalty: 3609.155273
	Iteration 6F: 3 clusters Score -8718172 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -8720464.000000 Penalty: 3609.155273
	Iteration 7F: 3 clusters Score -8720464 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -8722418.000000 Penalty: 3609.155273
	Iteration 8F: 3 clusters Score -8722418 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -8724085.000000 Penalty: 3609.155273
	Iteration 9Q: 3 clusters Score -8724085 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -8725470.000000 Penalty: 3609.155273
	Iteration 10Q: 3 clusters Score -8725470 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -8726827.000000 Penalty: 3609.155273
	Iteration 11Q: 3 clusters Score -8726827 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -8728406.000000 Penalty: 3609.155273
	Iteration 12Q: 3 clusters Score -8728406 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -8730263.000000 Penalty: 3609.155273
	Iteration 13Q: 3 clusters Score -8730263 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -8732398.000000 Penalty: 3609.155273
	Iteration 14Q: 3 clusters Score -8732398 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -8733972.000000 Penalty: 3609.155273
	Iteration 15Q: 3 clusters Score -8733972 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8734740.000000 Penalty: 3609.155273
	Iteration 16Q: 3 clusters Score -8734740 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8735079.000000 Penalty: 3609.155273
	Iteration 17Q: 3 clusters Score -8735079 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8735194.000000 Penalty: 3609.155273
	Iteration 18Q: 3 clusters Score -8735194 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8735266.000000 Penalty: 3609.155273
	Iteration 19Q: 3 clusters Score -8735266 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8735321.000000 Penalty: 3609.155273
	Iteration 20F: 3 clusters Score -8735321 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -8735347.000000 Penalty: 3609.155273
	Iteration 21Q: 3 clusters Score -8735347 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8735363.000000 Penalty: 3609.155273
	Iteration 22Q: 3 clusters Score -8735363 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8735378.000000 Penalty: 3609.155273
	Iteration 23Q: 3 clusters Score -8735378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8735409.000000 Penalty: 3609.155273
	Iteration 24Q: 3 clusters Score -8735409 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8735427.000000 Penalty: 3609.155273
	Iteration 25Q: 3 clusters Score -8735427 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8735434.000000 Penalty: 3609.155273
	Iteration 26Q: 3 clusters Score -8735434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8735431.000000 Penalty: 3609.155273
	Iteration 27Q: 3 clusters Score -8735431 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8735469.000000 Penalty: 3609.155273
	Iteration 28Q: 3 clusters Score -8735469 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8735465.000000 Penalty: 3609.155273
	Iteration 29Q: 3 clusters Score -8735465 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8735486.000000 Penalty: 3609.155273
	Iteration 30Q: 3 clusters Score -8735486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8735487.000000 Penalty: 3609.155273
	Iteration 31Q: 3 clusters Score -8735487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8735501.000000 Penalty: 3609.155273
	Iteration 32Q: 3 clusters Score -8735501 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8735513.000000 Penalty: 3609.155273
	Iteration 33Q: 3 clusters Score -8735513 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8735532.000000 Penalty: 3609.155273
	Iteration 34Q: 3 clusters Score -8735532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8735532.000000 Penalty: 3609.155273
	Iteration 35Q: 3 clusters Score -8735532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8735549.000000 Penalty: 3609.155273
	Iteration 36Q: 3 clusters Score -8735549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8735561.000000 Penalty: 3609.155273
	Iteration 37Q: 3 clusters Score -8735561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8735576.000000 Penalty: 3609.155273
	Iteration 38Q: 3 clusters Score -8735576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8735579.000000 Penalty: 3609.155273
	Iteration 39Q: 3 clusters Score -8735579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8735576.000000 Penalty: 3609.155273
	Iteration 40F: 3 clusters Score -8735576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8735582.000000 Penalty: 3609.155273
	Iteration 41Q: 3 clusters Score -8735582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8735571.000000 Penalty: 3609.155273
	Iteration 42Q: 3 clusters Score -8735571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8735569.000000 Penalty: 3609.155273
	Iteration 43Q: 3 clusters Score -8735569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8735587.000000 Penalty: 3609.155273
	Iteration 44Q: 3 clusters Score -8735587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8735594.000000 Penalty: 3609.155273
	Iteration 45Q: 3 clusters Score -8735594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8735599.000000 Penalty: 3609.155273
	Iteration 46Q: 3 clusters Score -8735599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8735597.000000 Penalty: 3609.155273
	Iteration 47Q: 3 clusters Score -8735597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8735631.000000 Penalty: 3609.155273
	Iteration 48Q: 3 clusters Score -8735631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8735637.000000 Penalty: 3609.155273
	Iteration 49Q: 3 clusters Score -8735637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8735640.000000 Penalty: 3609.155273
	Iteration 50Q: 3 clusters Score -8735640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8735639.000000 Penalty: 3609.155273
	Iteration 51Q: 3 clusters Score -8735639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8735641.000000 Penalty: 3609.155273
	Iteration 52Q: 3 clusters Score -8735641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8735659.000000 Penalty: 3609.155273
	Iteration 53Q: 3 clusters Score -8735659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8735670.000000 Penalty: 3609.155273
	Iteration 54Q: 3 clusters Score -8735670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8735678.000000 Penalty: 3609.155273
	Iteration 55Q: 3 clusters Score -8735678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8735675.000000 Penalty: 3609.155273
	Iteration 56Q: 3 clusters Score -8735675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8735687.000000 Penalty: 3609.155273
	Iteration 57Q: 3 clusters Score -8735687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8735687.000000 Penalty: 3609.155273
	Iteration 58Q: 3 clusters Score -8735687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8735696.000000 Penalty: 3609.155273
	Iteration 59Q: 3 clusters Score -8735696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8735699.000000 Penalty: 3609.155273
	Iteration 60F: 3 clusters Score -8735699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8735696.000000 Penalty: 3609.155273
	Iteration 61Q: 3 clusters Score -8735696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8735699.000000 Penalty: 3609.155273
	Iteration 62Q: 3 clusters Score -8735699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8735691.000000 Penalty: 3609.155273
	Iteration 63Q: 3 clusters Score -8735691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8735688.000000 Penalty: 3609.155273
	Iteration 64Q: 3 clusters Score -8735688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8735685.000000 Penalty: 3609.155273
	Iteration 65Q: 3 clusters Score -8735685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8735679.000000 Penalty: 3609.155273
	Iteration 66Q: 3 clusters Score -8735679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8735672.000000 Penalty: 3609.155273
	Iteration 67Q: 3 clusters Score -8735672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65686 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8735670.000000 Penalty: 3609.155273
	Iteration 68Q: 3 clusters Score -8735670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8735676.000000 Penalty: 3609.155273
	Iteration 69Q: 3 clusters Score -8735676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8735666.000000 Penalty: 3609.155273
	Iteration 70Q: 3 clusters Score -8735666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8735668.000000 Penalty: 3609.155273
	Iteration 71Q: 3 clusters Score -8735668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8735663.000000 Penalty: 3609.155273
	Iteration 72Q: 3 clusters Score -8735663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8735664.000000 Penalty: 3609.155273
	Iteration 73Q: 3 clusters Score -8735664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8735667.000000 Penalty: 3609.155273
	Iteration 74Q: 3 clusters Score -8735667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8735673.000000 Penalty: 3609.155273
	Iteration 75Q: 3 clusters Score -8735673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8735674.000000 Penalty: 3609.155273
	Iteration 76Q: 3 clusters Score -8735674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8735675.000000 Penalty: 3609.155273
	Iteration 77Q: 3 clusters Score -8735675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8735676.000000 Penalty: 3609.155273
	Iteration 78Q: 3 clusters Score -8735676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8735676.000000 Penalty: 3609.155273
	Iteration 79F: 3 clusters Score -8735676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Entering Unmasked Estep 
Score: -11237990.000000 Penalty: 1844.622559
	Iteration 0F: 2 clusters Score -1.123799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -11184599.000000 Penalty: 3689.245117
	Iteration 0F: 3 clusters Score -1.11846e+07 nChanged 40553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -11208639.000000 Penalty: 3689.245117
	Iteration 1F: 3 clusters Score -1.120864e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -11209530.000000 Penalty: 3689.245117
	Iteration 2Q: 3 clusters Score -1.120953e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -11210529.000000 Penalty: 3689.245117
	Iteration 3Q: 3 clusters Score -1.121053e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -11211873.000000 Penalty: 3689.245117
	Iteration 4Q: 3 clusters Score -1.121187e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -11213423.000000 Penalty: 3689.245117
	Iteration 5Q: 3 clusters Score -1.121342e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -11215350.000000 Penalty: 3689.245117
	Iteration 6F: 3 clusters Score -1.121535e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -11217430.000000 Penalty: 3689.245117
	Iteration 7F: 3 clusters Score -1.121743e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -11219754.000000 Penalty: 3689.245117
	Iteration 8F: 3 clusters Score -1.121975e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -11221909.000000 Penalty: 3689.245117
	Iteration 9F: 3 clusters Score -1.122191e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -11224066.000000 Penalty: 3689.245117
	Iteration 10F: 3 clusters Score -1.122407e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -11226463.000000 Penalty: 3689.245117
	Iteration 11Q: 3 clusters Score -1.122646e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -11228719.000000 Penalty: 3689.245117
	Iteration 12Q: 3 clusters Score -1.122872e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -11230691.000000 Penalty: 3689.245117
	Iteration 13Q: 3 clusters Score -1.123069e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -11232554.000000 Penalty: 3689.245117
	Iteration 14Q: 3 clusters Score -1.123255e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -11233855.000000 Penalty: 3689.245117
	Iteration 15Q: 3 clusters Score -1.123386e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -11234627.000000 Penalty: 3689.245117
	Iteration 16Q: 3 clusters Score -1.123463e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -11235080.000000 Penalty: 3689.245117
	Iteration 17Q: 3 clusters Score -1.123508e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -11235389.000000 Penalty: 3689.245117
	Iteration 18Q: 3 clusters Score -1.123539e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -11235592.000000 Penalty: 3689.245117
	Iteration 19Q: 3 clusters Score -1.123559e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -11235709.000000 Penalty: 3689.245117
	Iteration 20F: 3 clusters Score -1.123571e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -11235824.000000 Penalty: 3689.245117
	Iteration 21Q: 3 clusters Score -1.123582e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -11235901.000000 Penalty: 3689.245117
	Iteration 22Q: 3 clusters Score -1.12359e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11235993.000000 Penalty: 3689.245117
	Iteration 23Q: 3 clusters Score -1.123599e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -11236051.000000 Penalty: 3689.245117
	Iteration 24Q: 3 clusters Score -1.123605e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11236097.000000 Penalty: 3689.245117
	Iteration 25Q: 3 clusters Score -1.12361e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11236132.000000 Penalty: 3689.245117
	Iteration 26Q: 3 clusters Score -1.123613e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11236165.000000 Penalty: 3689.245117
	Iteration 27Q: 3 clusters Score -1.123616e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -11236206.000000 Penalty: 3689.245117
	Iteration 28Q: 3 clusters Score -1.123621e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -11236231.000000 Penalty: 3689.245117
	Iteration 29Q: 3 clusters Score -1.123623e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11236260.000000 Penalty: 3689.245117
	Iteration 30Q: 3 clusters Score -1.123626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11236284.000000 Penalty: 3689.245117
	Iteration 31Q: 3 clusters Score -1.123628e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11236320.000000 Penalty: 3689.245117
	Iteration 32Q: 3 clusters Score -1.123632e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11236357.000000 Penalty: 3689.245117
	Iteration 33Q: 3 clusters Score -1.123636e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11236370.000000 Penalty: 3689.245117
	Iteration 34Q: 3 clusters Score -1.123637e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -11236404.000000 Penalty: 3689.245117
	Iteration 35Q: 3 clusters Score -1.12364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11236429.000000 Penalty: 3689.245117
	Iteration 36Q: 3 clusters Score -1.123643e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11236453.000000 Penalty: 3689.245117
	Iteration 37Q: 3 clusters Score -1.123645e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11236457.000000 Penalty: 3689.245117
	Iteration 38Q: 3 clusters Score -1.123646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11236462.000000 Penalty: 3689.245117
	Iteration 39Q: 3 clusters Score -1.123646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11236480.000000 Penalty: 3689.245117
	Iteration 40F: 3 clusters Score -1.123648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11236480.000000 Penalty: 3689.245117
	Iteration 41Q: 3 clusters Score -1.123648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11236491.000000 Penalty: 3689.245117
	Iteration 42Q: 3 clusters Score -1.123649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11236499.000000 Penalty: 3689.245117
	Iteration 43Q: 3 clusters Score -1.12365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -11236498.000000 Penalty: 3689.245117
	Iteration 44Q: 3 clusters Score -1.12365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -11236506.000000 Penalty: 3689.245117
	Iteration 45Q: 3 clusters Score -1.123651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11236488.000000 Penalty: 3689.245117
	Iteration 46Q: 3 clusters Score -1.123649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11236491.000000 Penalty: 3689.245117
	Iteration 47Q: 3 clusters Score -1.123649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11236511.000000 Penalty: 3689.245117
	Iteration 48Q: 3 clusters Score -1.123651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11236515.000000 Penalty: 3689.245117
	Iteration 49Q: 3 clusters Score -1.123652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11236522.000000 Penalty: 3689.245117
	Iteration 50Q: 3 clusters Score -1.123652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11236517.000000 Penalty: 3689.245117
	Iteration 51Q: 3 clusters Score -1.123652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11236541.000000 Penalty: 3689.245117
	Iteration 52Q: 3 clusters Score -1.123654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -11236536.000000 Penalty: 3689.245117
	Iteration 53Q: 3 clusters Score -1.123654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -11236553.000000 Penalty: 3689.245117
	Iteration 54Q: 3 clusters Score -1.123655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11236566.000000 Penalty: 3689.245117
	Iteration 55Q: 3 clusters Score -1.123657e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11236563.000000 Penalty: 3689.245117
	Iteration 56Q: 3 clusters Score -1.123656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -11236602.000000 Penalty: 3689.245117
	Iteration 57Q: 3 clusters Score -1.12366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11236614.000000 Penalty: 3689.245117
	Iteration 58Q: 3 clusters Score -1.123661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11236629.000000 Penalty: 3689.245117
	Iteration 59Q: 3 clusters Score -1.123663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11236640.000000 Penalty: 3689.245117
	Iteration 60F: 3 clusters Score -1.123664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11236641.000000 Penalty: 3689.245117
	Iteration 61Q: 3 clusters Score -1.123664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11236651.000000 Penalty: 3689.245117
	Iteration 62Q: 3 clusters Score -1.123665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11236654.000000 Penalty: 3689.245117
	Iteration 63Q: 3 clusters Score -1.123665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11236644.000000 Penalty: 3689.245117
	Iteration 64Q: 3 clusters Score -1.123664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11236651.000000 Penalty: 3689.245117
	Iteration 65Q: 3 clusters Score -1.123665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11236659.000000 Penalty: 3689.245117
	Iteration 66Q: 3 clusters Score -1.123666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11236654.000000 Penalty: 3689.245117
	Iteration 67Q: 3 clusters Score -1.123665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11236654.000000 Penalty: 3689.245117
	Iteration 68F: 3 clusters Score -1.123665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -891810.500000 Penalty: 1433.003418
	Iteration 0F: 2 clusters Score -891810.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -886684.312500 Penalty: 2866.006836
	Iteration 0F: 3 clusters Score -886684.3 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -888195.625000 Penalty: 2866.006836
	Iteration 1F: 3 clusters Score -888195.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -888389.437500 Penalty: 2866.006836
	Iteration 2F: 3 clusters Score -888389.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -888512.812500 Penalty: 2866.006836
	Iteration 3Q: 3 clusters Score -888512.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -888606.187500 Penalty: 2866.006836
	Iteration 4Q: 3 clusters Score -888606.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -888701.187500 Penalty: 2866.006836
	Iteration 5Q: 3 clusters Score -888701.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -888787.437500 Penalty: 2866.006836
	Iteration 6Q: 3 clusters Score -888787.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -888876.000000 Penalty: 2866.006836
	Iteration 7Q: 3 clusters Score -888876 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -888980.125000 Penalty: 2866.006836
	Iteration 8Q: 3 clusters Score -888980.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -889081.562500 Penalty: 2866.006836
	Iteration 9Q: 3 clusters Score -889081.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -889175.812500 Penalty: 2866.006836
	Iteration 10Q: 3 clusters Score -889175.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -889274.562500 Penalty: 2866.006836
	Iteration 11Q: 3 clusters Score -889274.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -889396.812500 Penalty: 2866.006836
	Iteration 12Q: 3 clusters Score -889396.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -889576.625000 Penalty: 2866.006836
	Iteration 13Q: 3 clusters Score -889576.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -889772.062500 Penalty: 2866.006836
	Iteration 14Q: 3 clusters Score -889772.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -889972.875000 Penalty: 2866.006836
	Iteration 15Q: 3 clusters Score -889972.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -890171.437500 Penalty: 2866.006836
	Iteration 16Q: 3 clusters Score -890171.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -890384.125000 Penalty: 2866.006836
	Iteration 17Q: 3 clusters Score -890384.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -890594.375000 Penalty: 2866.006836
	Iteration 18Q: 3 clusters Score -890594.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -890757.375000 Penalty: 2866.006836
	Iteration 19Q: 3 clusters Score -890757.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -890841.062500 Penalty: 2866.006836
	Iteration 20F: 3 clusters Score -890841.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -890889.625000 Penalty: 2866.006836
	Iteration 21Q: 3 clusters Score -890889.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -890918.875000 Penalty: 2866.006836
	Iteration 22Q: 3 clusters Score -890918.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -890931.687500 Penalty: 2866.006836
	Iteration 23Q: 3 clusters Score -890931.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -890942.437500 Penalty: 2866.006836
	Iteration 24Q: 3 clusters Score -890942.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -890950.750000 Penalty: 2866.006836
	Iteration 25Q: 3 clusters Score -890950.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -890957.687500 Penalty: 2866.006836
	Iteration 26Q: 3 clusters Score -890957.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -890962.125000 Penalty: 2866.006836
	Iteration 27Q: 3 clusters Score -890962.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -890966.937500 Penalty: 2866.006836
	Iteration 28Q: 3 clusters Score -890966.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -890973.687500 Penalty: 2866.006836
	Iteration 29Q: 3 clusters Score -890973.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -890980.812500 Penalty: 2866.006836
	Iteration 30Q: 3 clusters Score -890980.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -890984.062500 Penalty: 2866.006836
	Iteration 31Q: 3 clusters Score -890984.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -890988.875000 Penalty: 2866.006836
	Iteration 32Q: 3 clusters Score -890988.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -890992.812500 Penalty: 2866.006836
	Iteration 33Q: 3 clusters Score -890992.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -891001.937500 Penalty: 2866.006836
	Iteration 34Q: 3 clusters Score -891001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -891006.125000 Penalty: 2866.006836
	Iteration 35Q: 3 clusters Score -891006.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -891017.437500 Penalty: 2866.006836
	Iteration 36Q: 3 clusters Score -891017.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -891021.312500 Penalty: 2866.006836
	Iteration 37Q: 3 clusters Score -891021.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -891023.125000 Penalty: 2866.006836
	Iteration 38Q: 3 clusters Score -891023.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -891027.312500 Penalty: 2866.006836
	Iteration 39Q: 3 clusters Score -891027.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -891027.812500 Penalty: 2866.006836
	Iteration 40F: 3 clusters Score -891027.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -891030.750000 Penalty: 2866.006836
	Iteration 41Q: 3 clusters Score -891030.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -891033.312500 Penalty: 2866.006836
	Iteration 42Q: 3 clusters Score -891033.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -891034.875000 Penalty: 2866.006836
	Iteration 43Q: 3 clusters Score -891034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -891036.250000 Penalty: 2866.006836
	Iteration 44Q: 3 clusters Score -891036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -891040.062500 Penalty: 2866.006836
	Iteration 45Q: 3 clusters Score -891040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -891042.062500 Penalty: 2866.006836
	Iteration 46Q: 3 clusters Score -891042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -891043.937500 Penalty: 2866.006836
	Iteration 47Q: 3 clusters Score -891043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -891045.312500 Penalty: 2866.006836
	Iteration 48Q: 3 clusters Score -891045.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -891044.875000 Penalty: 2866.006836
	Iteration 49Q: 3 clusters Score -891044.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -891047.625000 Penalty: 2866.006836
	Iteration 50Q: 3 clusters Score -891047.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -891047.000000 Penalty: 2866.006836
	Iteration 51Q: 3 clusters Score -891047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -891050.750000 Penalty: 2866.006836
	Iteration 52Q: 3 clusters Score -891050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -891051.250000 Penalty: 2866.006836
	Iteration 53Q: 3 clusters Score -891051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -891050.937500 Penalty: 2866.006836
	Iteration 54Q: 3 clusters Score -891050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -891051.125000 Penalty: 2866.006836
	Iteration 55Q: 3 clusters Score -891051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -891051.125000 Penalty: 2866.006836
	Iteration 56Q: 3 clusters Score -891051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -891050.812500 Penalty: 2866.006836
	Iteration 57Q: 3 clusters Score -891050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -891051.250000 Penalty: 2866.006836
	Iteration 58Q: 3 clusters Score -891051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -891053.750000 Penalty: 2866.006836
	Iteration 59Q: 3 clusters Score -891053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -891055.062500 Penalty: 2866.006836
	Iteration 60F: 3 clusters Score -891055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Entering Unmasked Estep 
Score: -8448908.000000 Penalty: 1798.410034
	Iteration 0F: 2 clusters Score -8448908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -8407050.000000 Penalty: 3596.820068
	Iteration 0F: 3 clusters Score -8407050 nChanged 30142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -8424225.000000 Penalty: 3596.820068
	Iteration 1F: 3 clusters Score -8424225 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -8424983.000000 Penalty: 3596.820068
	Iteration 2Q: 3 clusters Score -8424983 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -8426004.000000 Penalty: 3596.820068
	Iteration 3Q: 3 clusters Score -8426004 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -8427330.000000 Penalty: 3596.820068
	Iteration 4Q: 3 clusters Score -8427330 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -8429040.000000 Penalty: 3596.820068
	Iteration 5F: 3 clusters Score -8429040 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -8430965.000000 Penalty: 3596.820068
	Iteration 6F: 3 clusters Score -8430965 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -8432873.000000 Penalty: 3596.820068
	Iteration 7F: 3 clusters Score -8432873 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -8434816.000000 Penalty: 3596.820068
	Iteration 8F: 3 clusters Score -8434816 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -8436502.000000 Penalty: 3596.820068
	Iteration 9Q: 3 clusters Score -8436502 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -8437941.000000 Penalty: 3596.820068
	Iteration 10Q: 3 clusters Score -8437941 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -8438925.000000 Penalty: 3596.820068
	Iteration 11Q: 3 clusters Score -8438925 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -8439475.000000 Penalty: 3596.820068
	Iteration 12Q: 3 clusters Score -8439475 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -8439849.000000 Penalty: 3596.820068
	Iteration 13Q: 3 clusters Score -8439849 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -8440167.000000 Penalty: 3596.820068
	Iteration 14Q: 3 clusters Score -8440167 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -8440493.000000 Penalty: 3596.820068
	Iteration 15Q: 3 clusters Score -8440493 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -8440883.000000 Penalty: 3596.820068
	Iteration 16Q: 3 clusters Score -8440883 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -8441314.000000 Penalty: 3596.820068
	Iteration 17Q: 3 clusters Score -8441314 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -8441761.000000 Penalty: 3596.820068
	Iteration 18Q: 3 clusters Score -8441761 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -8442163.000000 Penalty: 3596.820068
	Iteration 19Q: 3 clusters Score -8442163 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -8442654.000000 Penalty: 3596.820068
	Iteration 20F: 3 clusters Score -8442654 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -8443085.000000 Penalty: 3596.820068
	Iteration 21Q: 3 clusters Score -8443085 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -8443519.000000 Penalty: 3596.820068
	Iteration 22Q: 3 clusters Score -8443519 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -8444027.000000 Penalty: 3596.820068
	Iteration 23Q: 3 clusters Score -8444027 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -8444469.000000 Penalty: 3596.820068
	Iteration 24Q: 3 clusters Score -8444469 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -8444815.000000 Penalty: 3596.820068
	Iteration 25Q: 3 clusters Score -8444815 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -8445126.000000 Penalty: 3596.820068
	Iteration 26Q: 3 clusters Score -8445126 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -8445419.000000 Penalty: 3596.820068
	Iteration 27Q: 3 clusters Score -8445419 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -8445644.000000 Penalty: 3596.820068
	Iteration 28Q: 3 clusters Score -8445644 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -8445907.000000 Penalty: 3596.820068
	Iteration 29Q: 3 clusters Score -8445907 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -8446155.000000 Penalty: 3596.820068
	Iteration 30Q: 3 clusters Score -8446155 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -8446352.000000 Penalty: 3596.820068
	Iteration 31Q: 3 clusters Score -8446352 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -8446586.000000 Penalty: 3596.820068
	Iteration 32Q: 3 clusters Score -8446586 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -8446790.000000 Penalty: 3596.820068
	Iteration 33Q: 3 clusters Score -8446790 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -8446966.000000 Penalty: 3596.820068
	Iteration 34Q: 3 clusters Score -8446966 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -8447095.000000 Penalty: 3596.820068
	Iteration 35Q: 3 clusters Score -8447095 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -8447207.000000 Penalty: 3596.820068
	Iteration 36Q: 3 clusters Score -8447207 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -8447323.000000 Penalty: 3596.820068
	Iteration 37Q: 3 clusters Score -8447323 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -8447407.000000 Penalty: 3596.820068
	Iteration 38Q: 3 clusters Score -8447407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -8447486.000000 Penalty: 3596.820068
	Iteration 39Q: 3 clusters Score -8447486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -8447521.000000 Penalty: 3596.820068
	Iteration 40F: 3 clusters Score -8447521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -8447528.000000 Penalty: 3596.820068
	Iteration 41Q: 3 clusters Score -8447528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -8447544.000000 Penalty: 3596.820068
	Iteration 42Q: 3 clusters Score -8447544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -8447561.000000 Penalty: 3596.820068
	Iteration 43Q: 3 clusters Score -8447561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -8447558.000000 Penalty: 3596.820068
	Iteration 44Q: 3 clusters Score -8447558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -8447577.000000 Penalty: 3596.820068
	Iteration 45Q: 3 clusters Score -8447577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -8447572.000000 Penalty: 3596.820068
	Iteration 46Q: 3 clusters Score -8447572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -8447573.000000 Penalty: 3596.820068
	Iteration 47Q: 3 clusters Score -8447573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -8447577.000000 Penalty: 3596.820068
	Iteration 48Q: 3 clusters Score -8447577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -8447589.000000 Penalty: 3596.820068
	Iteration 49Q: 3 clusters Score -8447589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -8447592.000000 Penalty: 3596.820068
	Iteration 50Q: 3 clusters Score -8447592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -8447599.000000 Penalty: 3596.820068
	Iteration 51Q: 3 clusters Score -8447599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -8447601.000000 Penalty: 3596.820068
	Iteration 52Q: 3 clusters Score -8447601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -8447601.000000 Penalty: 3596.820068
	Iteration 53F: 3 clusters Score -8447601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Entering Unmasked Estep 
Score: -1491117.625000 Penalty: 1524.688110
	Iteration 0F: 2 clusters Score -1491118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1482736.625000 Penalty: 3049.376221
	Iteration 0F: 3 clusters Score -1482737 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1485502.000000 Penalty: 3049.376221
	Iteration 1F: 3 clusters Score -1485502 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1485843.375000 Penalty: 3049.376221
	Iteration 2F: 3 clusters Score -1485843 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1486165.625000 Penalty: 3049.376221
	Iteration 3F: 3 clusters Score -1486166 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1486537.875000 Penalty: 3049.376221
	Iteration 4F: 3 clusters Score -1486538 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1487015.500000 Penalty: 3049.376221
	Iteration 5F: 3 clusters Score -1487016 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1487567.375000 Penalty: 3049.376221
	Iteration 6F: 3 clusters Score -1487567 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1488035.625000 Penalty: 3049.376221
	Iteration 7F: 3 clusters Score -1488036 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1488470.125000 Penalty: 3049.376221
	Iteration 8F: 3 clusters Score -1488470 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1488827.500000 Penalty: 3049.376221
	Iteration 9Q: 3 clusters Score -1488828 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1489129.500000 Penalty: 3049.376221
	Iteration 10Q: 3 clusters Score -1489130 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1489295.125000 Penalty: 3049.376221
	Iteration 11Q: 3 clusters Score -1489295 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1489385.500000 Penalty: 3049.376221
	Iteration 12Q: 3 clusters Score -1489386 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1489433.375000 Penalty: 3049.376221
	Iteration 13Q: 3 clusters Score -1489433 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1489469.000000 Penalty: 3049.376221
	Iteration 14Q: 3 clusters Score -1489469 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1489491.375000 Penalty: 3049.376221
	Iteration 15Q: 3 clusters Score -1489491 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1489511.375000 Penalty: 3049.376221
	Iteration 16Q: 3 clusters Score -1489511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1489525.500000 Penalty: 3049.376221
	Iteration 17Q: 3 clusters Score -1489526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1489540.125000 Penalty: 3049.376221
	Iteration 18Q: 3 clusters Score -1489540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1489563.250000 Penalty: 3049.376221
	Iteration 19Q: 3 clusters Score -1489563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1489578.875000 Penalty: 3049.376221
	Iteration 20F: 3 clusters Score -1489579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1489595.000000 Penalty: 3049.376221
	Iteration 21Q: 3 clusters Score -1489595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1489619.000000 Penalty: 3049.376221
	Iteration 22Q: 3 clusters Score -1489619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1489630.250000 Penalty: 3049.376221
	Iteration 23Q: 3 clusters Score -1489630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1489639.875000 Penalty: 3049.376221
	Iteration 24Q: 3 clusters Score -1489640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1489653.500000 Penalty: 3049.376221
	Iteration 25Q: 3 clusters Score -1489654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1489664.500000 Penalty: 3049.376221
	Iteration 26Q: 3 clusters Score -1489664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1489672.750000 Penalty: 3049.376221
	Iteration 27Q: 3 clusters Score -1489673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1489683.375000 Penalty: 3049.376221
	Iteration 28Q: 3 clusters Score -1489683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1489693.750000 Penalty: 3049.376221
	Iteration 29Q: 3 clusters Score -1489694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1489701.750000 Penalty: 3049.376221
	Iteration 30Q: 3 clusters Score -1489702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1489717.375000 Penalty: 3049.376221
	Iteration 31Q: 3 clusters Score -1489717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1489725.625000 Penalty: 3049.376221
	Iteration 32Q: 3 clusters Score -1489726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1489731.500000 Penalty: 3049.376221
	Iteration 33Q: 3 clusters Score -1489732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1489733.625000 Penalty: 3049.376221
	Iteration 34Q: 3 clusters Score -1489734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1489745.625000 Penalty: 3049.376221
	Iteration 35Q: 3 clusters Score -1489746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1489753.875000 Penalty: 3049.376221
	Iteration 36Q: 3 clusters Score -1489754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1489758.750000 Penalty: 3049.376221
	Iteration 37Q: 3 clusters Score -1489759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1489764.625000 Penalty: 3049.376221
	Iteration 38Q: 3 clusters Score -1489765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1489767.000000 Penalty: 3049.376221
	Iteration 39Q: 3 clusters Score -1489767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1489776.375000 Penalty: 3049.376221
	Iteration 40F: 3 clusters Score -1489776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1489779.125000 Penalty: 3049.376221
	Iteration 41Q: 3 clusters Score -1489779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1489783.625000 Penalty: 3049.376221
	Iteration 42Q: 3 clusters Score -1489784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1489790.000000 Penalty: 3049.376221
	Iteration 43Q: 3 clusters Score -1489790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1489795.750000 Penalty: 3049.376221
	Iteration 44Q: 3 clusters Score -1489796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1489799.125000 Penalty: 3049.376221
	Iteration 45Q: 3 clusters Score -1489799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1489805.375000 Penalty: 3049.376221
	Iteration 46Q: 3 clusters Score -1489805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1489809.625000 Penalty: 3049.376221
	Iteration 47Q: 3 clusters Score -1489810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1489814.125000 Penalty: 3049.376221
	Iteration 48Q: 3 clusters Score -1489814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1489820.875000 Penalty: 3049.376221
	Iteration 49Q: 3 clusters Score -1489821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1489821.875000 Penalty: 3049.376221
	Iteration 50Q: 3 clusters Score -1489822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1489821.500000 Penalty: 3049.376221
	Iteration 51Q: 3 clusters Score -1489822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1489823.500000 Penalty: 3049.376221
	Iteration 52Q: 3 clusters Score -1489824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1489826.375000 Penalty: 3049.376221
	Iteration 53Q: 3 clusters Score -1489826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1489824.625000 Penalty: 3049.376221
	Iteration 54Q: 3 clusters Score -1489825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1489822.000000 Penalty: 3049.376221
	Iteration 55Q: 3 clusters Score -1489822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1489821.500000 Penalty: 3049.376221
	Iteration 56Q: 3 clusters Score -1489822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1489823.125000 Penalty: 3049.376221
	Iteration 57Q: 3 clusters Score -1489823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1489822.500000 Penalty: 3049.376221
	Iteration 58Q: 3 clusters Score -1489822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1489825.625000 Penalty: 3049.376221
	Iteration 59Q: 3 clusters Score -1489826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1489826.250000 Penalty: 3049.376221
	Iteration 60F: 3 clusters Score -1489826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1489826.750000 Penalty: 3049.376221
	Iteration 61Q: 3 clusters Score -1489827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1489828.375000 Penalty: 3049.376221
	Iteration 62Q: 3 clusters Score -1489828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1489827.750000 Penalty: 3049.376221
	Iteration 63Q: 3 clusters Score -1489828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1489832.875000 Penalty: 3049.376221
	Iteration 64Q: 3 clusters Score -1489833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1489832.625000 Penalty: 3049.376221
	Iteration 65Q: 3 clusters Score -1489833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1489834.000000 Penalty: 3049.376221
	Iteration 66Q: 3 clusters Score -1489834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1489835.750000 Penalty: 3049.376221
	Iteration 67Q: 3 clusters Score -1489836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1489836.375000 Penalty: 3049.376221
	Iteration 68Q: 3 clusters Score -1489836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1489833.500000 Penalty: 3049.376221
	Iteration 69Q: 3 clusters Score -1489834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1489836.125000 Penalty: 3049.376221
	Iteration 70Q: 3 clusters Score -1489836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1489836.250000 Penalty: 3049.376221
	Iteration 71Q: 3 clusters Score -1489836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1489840.375000 Penalty: 3049.376221
	Iteration 72Q: 3 clusters Score -1489840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1489838.250000 Penalty: 3049.376221
	Iteration 73Q: 3 clusters Score -1489838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1489839.500000 Penalty: 3049.376221
	Iteration 74Q: 3 clusters Score -1489840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1489840.000000 Penalty: 3049.376221
	Iteration 75Q: 3 clusters Score -1489840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1489845.000000 Penalty: 3049.376221
	Iteration 76Q: 3 clusters Score -1489845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1489850.250000 Penalty: 3049.376221
	Iteration 77Q: 3 clusters Score -1489850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1489850.625000 Penalty: 3049.376221
	Iteration 78Q: 3 clusters Score -1489851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1489850.500000 Penalty: 3049.376221
	Iteration 79Q: 3 clusters Score -1489850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1489851.125000 Penalty: 3049.376221
	Iteration 80F: 3 clusters Score -1489851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1489850.750000 Penalty: 3049.376221
	Iteration 81Q: 3 clusters Score -1489851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1489856.000000 Penalty: 3049.376221
	Iteration 82Q: 3 clusters Score -1489856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1489861.000000 Penalty: 3049.376221
	Iteration 83Q: 3 clusters Score -1489861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1489862.375000 Penalty: 3049.376221
	Iteration 84Q: 3 clusters Score -1489862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1489861.750000 Penalty: 3049.376221
	Iteration 85Q: 3 clusters Score -1489862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1489863.375000 Penalty: 3049.376221
	Iteration 86Q: 3 clusters Score -1489863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1489863.250000 Penalty: 3049.376221
	Iteration 87Q: 3 clusters Score -1489863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1489863.250000 Penalty: 3049.376221
	Iteration 88Q: 3 clusters Score -1489863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1489864.375000 Penalty: 3049.376221
	Iteration 89Q: 3 clusters Score -1489864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1489867.500000 Penalty: 3049.376221
	Iteration 90Q: 3 clusters Score -1489868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1489869.000000 Penalty: 3049.376221
	Iteration 91Q: 3 clusters Score -1489869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1489870.125000 Penalty: 3049.376221
	Iteration 92Q: 3 clusters Score -1489870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1489873.250000 Penalty: 3049.376221
	Iteration 93Q: 3 clusters Score -1489873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1489873.875000 Penalty: 3049.376221
	Iteration 94Q: 3 clusters Score -1489874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1489876.625000 Penalty: 3049.376221
	Iteration 95Q: 3 clusters Score -1489877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1489878.750000 Penalty: 3049.376221
	Iteration 96Q: 3 clusters Score -1489879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1489883.875000 Penalty: 3049.376221
	Iteration 97Q: 3 clusters Score -1489884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1489880.750000 Penalty: 3049.376221
	Iteration 98Q: 3 clusters Score -1489881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1489879.250000 Penalty: 3049.376221
	Iteration 99Q: 3 clusters Score -1489879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1489880.375000 Penalty: 3049.376221
	Iteration 100F: 3 clusters Score -1489880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1578540.000000 Penalty: 1533.719238
	Iteration 0F: 2 clusters Score -1578540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1569748.750000 Penalty: 3067.438477
	Iteration 0F: 3 clusters Score -1569749 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1572649.125000 Penalty: 3067.438477
	Iteration 1F: 3 clusters Score -1572649 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1572896.000000 Penalty: 3067.438477
	Iteration 2F: 3 clusters Score -1572896 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1573115.125000 Penalty: 3067.438477
	Iteration 3Q: 3 clusters Score -1573115 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1573319.375000 Penalty: 3067.438477
	Iteration 4Q: 3 clusters Score -1573319 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1573561.000000 Penalty: 3067.438477
	Iteration 5Q: 3 clusters Score -1573561 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1573864.250000 Penalty: 3067.438477
	Iteration 6Q: 3 clusters Score -1573864 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1574288.500000 Penalty: 3067.438477
	Iteration 7Q: 3 clusters Score -1574288 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1574770.125000 Penalty: 3067.438477
	Iteration 8Q: 3 clusters Score -1574770 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1575267.375000 Penalty: 3067.438477
	Iteration 9Q: 3 clusters Score -1575267 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1575686.125000 Penalty: 3067.438477
	Iteration 10Q: 3 clusters Score -1575686 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1575980.500000 Penalty: 3067.438477
	Iteration 11Q: 3 clusters Score -1575980 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1576249.875000 Penalty: 3067.438477
	Iteration 12Q: 3 clusters Score -1576250 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1576455.250000 Penalty: 3067.438477
	Iteration 13Q: 3 clusters Score -1576455 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1576624.375000 Penalty: 3067.438477
	Iteration 14Q: 3 clusters Score -1576624 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1576742.125000 Penalty: 3067.438477
	Iteration 15Q: 3 clusters Score -1576742 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1576847.500000 Penalty: 3067.438477
	Iteration 16Q: 3 clusters Score -1576848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1576922.625000 Penalty: 3067.438477
	Iteration 17Q: 3 clusters Score -1576923 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1577005.375000 Penalty: 3067.438477
	Iteration 18Q: 3 clusters Score -1577005 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1577063.250000 Penalty: 3067.438477
	Iteration 19Q: 3 clusters Score -1577063 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1577109.250000 Penalty: 3067.438477
	Iteration 20F: 3 clusters Score -1577109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1577137.500000 Penalty: 3067.438477
	Iteration 21Q: 3 clusters Score -1577138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1577151.000000 Penalty: 3067.438477
	Iteration 22Q: 3 clusters Score -1577151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1577165.750000 Penalty: 3067.438477
	Iteration 23Q: 3 clusters Score -1577166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1577174.500000 Penalty: 3067.438477
	Iteration 24Q: 3 clusters Score -1577174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1577187.375000 Penalty: 3067.438477
	Iteration 25Q: 3 clusters Score -1577187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1577192.875000 Penalty: 3067.438477
	Iteration 26Q: 3 clusters Score -1577193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1577198.000000 Penalty: 3067.438477
	Iteration 27Q: 3 clusters Score -1577198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1577205.625000 Penalty: 3067.438477
	Iteration 28Q: 3 clusters Score -1577206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1577205.000000 Penalty: 3067.438477
	Iteration 29Q: 3 clusters Score -1577205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1577205.000000 Penalty: 3067.438477
	Iteration 30F: 3 clusters Score -1577205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Entering Unmasked Estep 
Score: -1666441.250000 Penalty: 1534.429321
	Iteration 0F: 2 clusters Score -1666441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1657574.875000 Penalty: 3068.858643
	Iteration 0F: 3 clusters Score -1657575 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1660398.625000 Penalty: 3068.858643
	Iteration 1F: 3 clusters Score -1660399 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1660610.625000 Penalty: 3068.858643
	Iteration 2F: 3 clusters Score -1660611 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1660763.000000 Penalty: 3068.858643
	Iteration 3Q: 3 clusters Score -1660763 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1660883.375000 Penalty: 3068.858643
	Iteration 4Q: 3 clusters Score -1660883 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1660973.000000 Penalty: 3068.858643
	Iteration 5Q: 3 clusters Score -1660973 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1661044.750000 Penalty: 3068.858643
	Iteration 6Q: 3 clusters Score -1661045 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1661129.625000 Penalty: 3068.858643
	Iteration 7Q: 3 clusters Score -1661130 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1661229.500000 Penalty: 3068.858643
	Iteration 8Q: 3 clusters Score -1661230 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1661372.625000 Penalty: 3068.858643
	Iteration 9Q: 3 clusters Score -1661373 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1661559.875000 Penalty: 3068.858643
	Iteration 10Q: 3 clusters Score -1661560 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1661846.125000 Penalty: 3068.858643
	Iteration 11Q: 3 clusters Score -1661846 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1662255.125000 Penalty: 3068.858643
	Iteration 12F: 3 clusters Score -1662255 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1662826.625000 Penalty: 3068.858643
	Iteration 13F: 3 clusters Score -1662827 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1663537.875000 Penalty: 3068.858643
	Iteration 14F: 3 clusters Score -1663538 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1664113.500000 Penalty: 3068.858643
	Iteration 15F: 3 clusters Score -1664114 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1664534.125000 Penalty: 3068.858643
	Iteration 16Q: 3 clusters Score -1664534 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1664768.250000 Penalty: 3068.858643
	Iteration 17Q: 3 clusters Score -1664768 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1664898.625000 Penalty: 3068.858643
	Iteration 18Q: 3 clusters Score -1664899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1664961.000000 Penalty: 3068.858643
	Iteration 19Q: 3 clusters Score -1664961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1665022.125000 Penalty: 3068.858643
	Iteration 20F: 3 clusters Score -1665022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1665070.000000 Penalty: 3068.858643
	Iteration 21Q: 3 clusters Score -1665070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1665085.000000 Penalty: 3068.858643
	Iteration 22Q: 3 clusters Score -1665085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1665093.375000 Penalty: 3068.858643
	Iteration 23Q: 3 clusters Score -1665093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1665103.375000 Penalty: 3068.858643
	Iteration 24Q: 3 clusters Score -1665103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1665109.625000 Penalty: 3068.858643
	Iteration 25Q: 3 clusters Score -1665110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1665111.000000 Penalty: 3068.858643
	Iteration 26Q: 3 clusters Score -1665111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1665111.000000 Penalty: 3068.858643
	Iteration 27F: 3 clusters Score -1665111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Entering Unmasked Estep 
Score: -7164902.000000 Penalty: 1771.988037
	Iteration 0F: 2 clusters Score -7164902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -7128535.000000 Penalty: 3543.976074
	Iteration 0F: 3 clusters Score -7128535 nChanged 25478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -7143045.500000 Penalty: 3543.976074
	Iteration 1F: 3 clusters Score -7143046 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -7143507.000000 Penalty: 3543.976074
	Iteration 2Q: 3 clusters Score -7143507 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -7144003.500000 Penalty: 3543.976074
	Iteration 3Q: 3 clusters Score -7144004 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -7144657.500000 Penalty: 3543.976074
	Iteration 4Q: 3 clusters Score -7144658 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -7145671.500000 Penalty: 3543.976074
	Iteration 5Q: 3 clusters Score -7145672 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -7147205.500000 Penalty: 3543.976074
	Iteration 6F: 3 clusters Score -7147206 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7149695.500000 Penalty: 3543.976074
	Iteration 7F: 3 clusters Score -7149696 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -7153141.500000 Penalty: 3543.976074
	Iteration 8F: 3 clusters Score -7153142 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -7156939.000000 Penalty: 3543.976074
	Iteration 9F: 3 clusters Score -7156939 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -7160099.000000 Penalty: 3543.976074
	Iteration 10F: 3 clusters Score -7160099 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -7161989.000000 Penalty: 3543.976074
	Iteration 11Q: 3 clusters Score -7161989 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -7162809.000000 Penalty: 3543.976074
	Iteration 12Q: 3 clusters Score -7162809 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7163066.500000 Penalty: 3543.976074
	Iteration 13Q: 3 clusters Score -7163066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -7163159.000000 Penalty: 3543.976074
	Iteration 14Q: 3 clusters Score -7163159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -7163199.500000 Penalty: 3543.976074
	Iteration 15Q: 3 clusters Score -7163200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -7163231.000000 Penalty: 3543.976074
	Iteration 16Q: 3 clusters Score -7163231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -7163240.000000 Penalty: 3543.976074
	Iteration 17Q: 3 clusters Score -7163240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -7163241.500000 Penalty: 3543.976074
	Iteration 18Q: 3 clusters Score -7163242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -7163239.000000 Penalty: 3543.976074
	Iteration 19Q: 3 clusters Score -7163239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -7163249.000000 Penalty: 3543.976074
	Iteration 20F: 3 clusters Score -7163249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Entering Unmasked Estep 
Score: -3764049.000000 Penalty: 1667.347778
	Iteration 0F: 2 clusters Score -3764049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3744699.000000 Penalty: 3334.695557
	Iteration 0F: 3 clusters Score -3744699 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3751988.250000 Penalty: 3334.695557
	Iteration 1F: 3 clusters Score -3751988 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3752344.500000 Penalty: 3334.695557
	Iteration 2Q: 3 clusters Score -3752344 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3752783.750000 Penalty: 3334.695557
	Iteration 3Q: 3 clusters Score -3752784 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3753304.250000 Penalty: 3334.695557
	Iteration 4Q: 3 clusters Score -3753304 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3753921.500000 Penalty: 3334.695557
	Iteration 5Q: 3 clusters Score -3753922 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3754641.000000 Penalty: 3334.695557
	Iteration 6Q: 3 clusters Score -3754641 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3755340.000000 Penalty: 3334.695557
	Iteration 7Q: 3 clusters Score -3755340 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3756107.500000 Penalty: 3334.695557
	Iteration 8Q: 3 clusters Score -3756108 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3757065.500000 Penalty: 3334.695557
	Iteration 9F: 3 clusters Score -3757066 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3758134.250000 Penalty: 3334.695557
	Iteration 10F: 3 clusters Score -3758134 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3759216.750000 Penalty: 3334.695557
	Iteration 11F: 3 clusters Score -3759217 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3760255.500000 Penalty: 3334.695557
	Iteration 12Q: 3 clusters Score -3760256 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3761077.500000 Penalty: 3334.695557
	Iteration 13Q: 3 clusters Score -3761078 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3761625.250000 Penalty: 3334.695557
	Iteration 14Q: 3 clusters Score -3761625 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3761980.250000 Penalty: 3334.695557
	Iteration 15Q: 3 clusters Score -3761980 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3762245.750000 Penalty: 3334.695557
	Iteration 16Q: 3 clusters Score -3762246 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3762383.250000 Penalty: 3334.695557
	Iteration 17Q: 3 clusters Score -3762383 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3762470.750000 Penalty: 3334.695557
	Iteration 18Q: 3 clusters Score -3762471 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3762524.250000 Penalty: 3334.695557
	Iteration 19Q: 3 clusters Score -3762524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3762576.250000 Penalty: 3334.695557
	Iteration 20F: 3 clusters Score -3762576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3762609.750000 Penalty: 3334.695557
	Iteration 21Q: 3 clusters Score -3762610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3762626.500000 Penalty: 3334.695557
	Iteration 22Q: 3 clusters Score -3762626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3762644.750000 Penalty: 3334.695557
	Iteration 23Q: 3 clusters Score -3762645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3762658.500000 Penalty: 3334.695557
	Iteration 24Q: 3 clusters Score -3762658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3762668.500000 Penalty: 3334.695557
	Iteration 25Q: 3 clusters Score -3762668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3762678.500000 Penalty: 3334.695557
	Iteration 26Q: 3 clusters Score -3762678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -3762680.250000 Penalty: 3334.695557
	Iteration 27Q: 3 clusters Score -3762680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3762686.250000 Penalty: 3334.695557
	Iteration 28Q: 3 clusters Score -3762686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3762691.500000 Penalty: 3334.695557
	Iteration 29Q: 3 clusters Score -3762692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3762701.000000 Penalty: 3334.695557
	Iteration 30Q: 3 clusters Score -3762701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3762704.000000 Penalty: 3334.695557
	Iteration 31Q: 3 clusters Score -3762704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3762708.000000 Penalty: 3334.695557
	Iteration 32Q: 3 clusters Score -3762708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3762706.500000 Penalty: 3334.695557
	Iteration 33Q: 3 clusters Score -3762706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3762713.250000 Penalty: 3334.695557
	Iteration 34Q: 3 clusters Score -3762713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3762712.000000 Penalty: 3334.695557
	Iteration 35Q: 3 clusters Score -3762712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3762712.000000 Penalty: 3334.695557
	Iteration 36F: 3 clusters Score -3762712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -121138.984375 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -121139 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 532 members 
Entering Unmasked Estep 
Score: -119663.031250 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -119663 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119923.921875 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -119923.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120009.476562 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -120009.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -120053.453125 Penalty: 2254.311279
	Iteration 3Q: 3 clusters Score -120053.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120077.390625 Penalty: 2254.311279
	Iteration 4Q: 3 clusters Score -120077.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120097.242188 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -120097.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -120110.101562 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -120110.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120120.234375 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -120120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120124.593750 Penalty: 2254.311279
	Iteration 8Q: 3 clusters Score -120124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120126.578125 Penalty: 2254.311279
	Iteration 9Q: 3 clusters Score -120126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120129.203125 Penalty: 2254.311279
	Iteration 10Q: 3 clusters Score -120129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120141.328125 Penalty: 2254.311279
	Iteration 11Q: 3 clusters Score -120141.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120153.765625 Penalty: 2254.311279
	Iteration 12Q: 3 clusters Score -120153.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120160.289062 Penalty: 2254.311279
	Iteration 13Q: 3 clusters Score -120160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120165.445312 Penalty: 2254.311279
	Iteration 14Q: 3 clusters Score -120165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120169.359375 Penalty: 2254.311279
	Iteration 15Q: 3 clusters Score -120169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120170.976562 Penalty: 2254.311279
	Iteration 16Q: 3 clusters Score -120171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120174.117188 Penalty: 2254.311279
	Iteration 17Q: 3 clusters Score -120174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120175.148438 Penalty: 2254.311279
	Iteration 18Q: 3 clusters Score -120175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120177.718750 Penalty: 2254.311279
	Iteration 19Q: 3 clusters Score -120177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120180.085938 Penalty: 2254.311279
	Iteration 20F: 3 clusters Score -120180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120182.429688 Penalty: 2254.311279
	Iteration 21Q: 3 clusters Score -120182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120183.156250 Penalty: 2254.311279
	Iteration 22Q: 3 clusters Score -120183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120183.156250 Penalty: 2254.311279
	Iteration 23F: 3 clusters Score -120183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -183649.875000 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -183649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -181895.375000 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -181895.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -182217.375000 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -182217.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -182286.718750 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -182286.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -182329.250000 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -182329.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182368.937500 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -182368.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -182395.234375 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -182395.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -182414.187500 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -182414.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -182428.718750 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -182428.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -182453.921875 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -182453.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -182470.718750 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -182470.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -182478.953125 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -182479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -182487.750000 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -182487.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -182501.750000 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -182501.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -182512.468750 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -182512.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -182520.546875 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -182520.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -182530.843750 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -182530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -182542.796875 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -182542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -182548.656250 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -182548.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -182553.437500 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -182553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -182557.312500 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -182557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -182558.812500 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -182558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -182561.250000 Penalty: 2379.171387
	Iteration 21Q: 3 clusters Score -182561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -182562.609375 Penalty: 2379.171387
	Iteration 22Q: 3 clusters Score -182562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -182566.187500 Penalty: 2379.171387
	Iteration 23Q: 3 clusters Score -182566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -182571.046875 Penalty: 2379.171387
	Iteration 24Q: 3 clusters Score -182571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -182575.140625 Penalty: 2379.171387
	Iteration 25Q: 3 clusters Score -182575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -182575.812500 Penalty: 2379.171387
	Iteration 26Q: 3 clusters Score -182575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -182576.031250 Penalty: 2379.171387
	Iteration 27Q: 3 clusters Score -182576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -182576.031250 Penalty: 2379.171387
	Iteration 28F: 3 clusters Score -182576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Entering Unmasked Estep 
Score: -2334358.250000 Penalty: 1589.115234
	Iteration 0F: 2 clusters Score -2334358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2322235.500000 Penalty: 3178.230469
	Iteration 0F: 3 clusters Score -2322236 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2326527.000000 Penalty: 3178.230469
	Iteration 1F: 3 clusters Score -2326527 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2326814.250000 Penalty: 3178.230469
	Iteration 2Q: 3 clusters Score -2326814 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2327062.500000 Penalty: 3178.230469
	Iteration 3Q: 3 clusters Score -2327062 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2327336.000000 Penalty: 3178.230469
	Iteration 4Q: 3 clusters Score -2327336 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2327683.750000 Penalty: 3178.230469
	Iteration 5Q: 3 clusters Score -2327684 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2328184.250000 Penalty: 3178.230469
	Iteration 6Q: 3 clusters Score -2328184 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2328956.000000 Penalty: 3178.230469
	Iteration 7F: 3 clusters Score -2328956 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2329964.250000 Penalty: 3178.230469
	Iteration 8F: 3 clusters Score -2329964 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2331026.000000 Penalty: 3178.230469
	Iteration 9F: 3 clusters Score -2331026 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2331827.250000 Penalty: 3178.230469
	Iteration 10F: 3 clusters Score -2331827 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2332378.000000 Penalty: 3178.230469
	Iteration 11Q: 3 clusters Score -2332378 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2332693.250000 Penalty: 3178.230469
	Iteration 12Q: 3 clusters Score -2332693 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2332824.750000 Penalty: 3178.230469
	Iteration 13Q: 3 clusters Score -2332825 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2332892.500000 Penalty: 3178.230469
	Iteration 14Q: 3 clusters Score -2332892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2332918.500000 Penalty: 3178.230469
	Iteration 15Q: 3 clusters Score -2332918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2332942.000000 Penalty: 3178.230469
	Iteration 16Q: 3 clusters Score -2332942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2332952.000000 Penalty: 3178.230469
	Iteration 17Q: 3 clusters Score -2332952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2332961.000000 Penalty: 3178.230469
	Iteration 18Q: 3 clusters Score -2332961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2332965.750000 Penalty: 3178.230469
	Iteration 19Q: 3 clusters Score -2332966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2332976.000000 Penalty: 3178.230469
	Iteration 20F: 3 clusters Score -2332976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2332982.750000 Penalty: 3178.230469
	Iteration 21Q: 3 clusters Score -2332983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2332985.500000 Penalty: 3178.230469
	Iteration 22Q: 3 clusters Score -2332986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2332988.500000 Penalty: 3178.230469
	Iteration 23Q: 3 clusters Score -2332988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2332992.250000 Penalty: 3178.230469
	Iteration 24Q: 3 clusters Score -2332992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2332993.500000 Penalty: 3178.230469
	Iteration 25Q: 3 clusters Score -2332994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2332998.500000 Penalty: 3178.230469
	Iteration 26Q: 3 clusters Score -2332998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2333005.000000 Penalty: 3178.230469
	Iteration 27Q: 3 clusters Score -2333005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2333005.000000 Penalty: 3178.230469
	Iteration 28F: 3 clusters Score -2333005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Entering Unmasked Estep 
Score: -830269.875000 Penalty: 1428.739990
	Iteration 0F: 2 clusters Score -830269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -825198.750000 Penalty: 2857.479980
	Iteration 0F: 3 clusters Score -825198.8 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -826719.812500 Penalty: 2857.479980
	Iteration 1F: 3 clusters Score -826719.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -826927.312500 Penalty: 2857.479980
	Iteration 2F: 3 clusters Score -826927.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -827064.125000 Penalty: 2857.479980
	Iteration 3Q: 3 clusters Score -827064.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -827187.500000 Penalty: 2857.479980
	Iteration 4Q: 3 clusters Score -827187.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -827283.812500 Penalty: 2857.479980
	Iteration 5Q: 3 clusters Score -827283.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -827368.875000 Penalty: 2857.479980
	Iteration 6Q: 3 clusters Score -827368.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -827456.125000 Penalty: 2857.479980
	Iteration 7Q: 3 clusters Score -827456.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -827551.125000 Penalty: 2857.479980
	Iteration 8Q: 3 clusters Score -827551.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -827667.937500 Penalty: 2857.479980
	Iteration 9Q: 3 clusters Score -827667.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -827801.250000 Penalty: 2857.479980
	Iteration 10Q: 3 clusters Score -827801.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -827966.687500 Penalty: 2857.479980
	Iteration 11Q: 3 clusters Score -827966.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -828124.125000 Penalty: 2857.479980
	Iteration 12Q: 3 clusters Score -828124.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -828258.000000 Penalty: 2857.479980
	Iteration 13Q: 3 clusters Score -828258 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -828401.750000 Penalty: 2857.479980
	Iteration 14Q: 3 clusters Score -828401.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -828521.437500 Penalty: 2857.479980
	Iteration 15Q: 3 clusters Score -828521.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -828637.812500 Penalty: 2857.479980
	Iteration 16Q: 3 clusters Score -828637.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -828729.687500 Penalty: 2857.479980
	Iteration 17Q: 3 clusters Score -828729.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -828812.375000 Penalty: 2857.479980
	Iteration 18Q: 3 clusters Score -828812.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -828889.625000 Penalty: 2857.479980
	Iteration 19Q: 3 clusters Score -828889.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -828949.062500 Penalty: 2857.479980
	Iteration 20F: 3 clusters Score -828949.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -828999.562500 Penalty: 2857.479980
	Iteration 21Q: 3 clusters Score -828999.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -829032.500000 Penalty: 2857.479980
	Iteration 22Q: 3 clusters Score -829032.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -829050.375000 Penalty: 2857.479980
	Iteration 23Q: 3 clusters Score -829050.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -829060.187500 Penalty: 2857.479980
	Iteration 24Q: 3 clusters Score -829060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -829069.625000 Penalty: 2857.479980
	Iteration 25Q: 3 clusters Score -829069.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -829080.187500 Penalty: 2857.479980
	Iteration 26Q: 3 clusters Score -829080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -829083.687500 Penalty: 2857.479980
	Iteration 27Q: 3 clusters Score -829083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -829086.375000 Penalty: 2857.479980
	Iteration 28Q: 3 clusters Score -829086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -829093.000000 Penalty: 2857.479980
	Iteration 29Q: 3 clusters Score -829093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -829094.812500 Penalty: 2857.479980
	Iteration 30Q: 3 clusters Score -829094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -829095.312500 Penalty: 2857.479980
	Iteration 31Q: 3 clusters Score -829095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -829095.312500 Penalty: 2857.479980
	Iteration 32F: 3 clusters Score -829095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -40011.351562 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -40011.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39155.941406 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -39155.94 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39300.062500 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -39300.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39358.828125 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -39358.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39437.992188 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -39437.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39536.835938 Penalty: 1933.958862
	Iteration 4F: 3 clusters Score -39536.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -39597.164062 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -39597.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -39648.089844 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -39648.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -39672.414062 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -39672.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -39677.578125 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -39677.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -39677.578125 Penalty: 1933.958862
	Iteration 9F: 3 clusters Score -39677.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Entering Unmasked Estep 
Score: -2756728.500000 Penalty: 1615.947754
	Iteration 0F: 2 clusters Score -2756728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2742500.000000 Penalty: 3231.895508
	Iteration 0F: 3 clusters Score -2742500 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2747708.500000 Penalty: 3231.895508
	Iteration 1F: 3 clusters Score -2747708 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2748034.750000 Penalty: 3231.895508
	Iteration 2Q: 3 clusters Score -2748035 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2748357.500000 Penalty: 3231.895508
	Iteration 3Q: 3 clusters Score -2748358 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2748653.250000 Penalty: 3231.895508
	Iteration 4Q: 3 clusters Score -2748653 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2748998.750000 Penalty: 3231.895508
	Iteration 5Q: 3 clusters Score -2748999 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2749400.750000 Penalty: 3231.895508
	Iteration 6Q: 3 clusters Score -2749401 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2749972.000000 Penalty: 3231.895508
	Iteration 7F: 3 clusters Score -2749972 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2750755.000000 Penalty: 3231.895508
	Iteration 8F: 3 clusters Score -2750755 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2751614.750000 Penalty: 3231.895508
	Iteration 9F: 3 clusters Score -2751615 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2752484.000000 Penalty: 3231.895508
	Iteration 10F: 3 clusters Score -2752484 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2753325.250000 Penalty: 3231.895508
	Iteration 11F: 3 clusters Score -2753325 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2754012.500000 Penalty: 3231.895508
	Iteration 12Q: 3 clusters Score -2754012 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2754474.250000 Penalty: 3231.895508
	Iteration 13Q: 3 clusters Score -2754474 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2754791.500000 Penalty: 3231.895508
	Iteration 14Q: 3 clusters Score -2754792 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2754991.750000 Penalty: 3231.895508
	Iteration 15Q: 3 clusters Score -2754992 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2755098.500000 Penalty: 3231.895508
	Iteration 16Q: 3 clusters Score -2755098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2755172.500000 Penalty: 3231.895508
	Iteration 17Q: 3 clusters Score -2755172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2755220.000000 Penalty: 3231.895508
	Iteration 18Q: 3 clusters Score -2755220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2755253.250000 Penalty: 3231.895508
	Iteration 19Q: 3 clusters Score -2755253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2755277.000000 Penalty: 3231.895508
	Iteration 20F: 3 clusters Score -2755277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2755305.250000 Penalty: 3231.895508
	Iteration 21Q: 3 clusters Score -2755305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2755322.750000 Penalty: 3231.895508
	Iteration 22Q: 3 clusters Score -2755323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2755335.250000 Penalty: 3231.895508
	Iteration 23Q: 3 clusters Score -2755335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2755349.250000 Penalty: 3231.895508
	Iteration 24Q: 3 clusters Score -2755349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2755355.750000 Penalty: 3231.895508
	Iteration 25Q: 3 clusters Score -2755356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2755359.500000 Penalty: 3231.895508
	Iteration 26Q: 3 clusters Score -2755360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2755364.750000 Penalty: 3231.895508
	Iteration 27Q: 3 clusters Score -2755365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2755366.750000 Penalty: 3231.895508
	Iteration 28Q: 3 clusters Score -2755367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2755368.500000 Penalty: 3231.895508
	Iteration 29Q: 3 clusters Score -2755368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2755369.750000 Penalty: 3231.895508
	Iteration 30Q: 3 clusters Score -2755370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2755373.250000 Penalty: 3231.895508
	Iteration 31Q: 3 clusters Score -2755373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2755372.250000 Penalty: 3231.895508
	Iteration 32Q: 3 clusters Score -2755372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2755380.250000 Penalty: 3231.895508
	Iteration 33Q: 3 clusters Score -2755380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2755386.500000 Penalty: 3231.895508
	Iteration 34Q: 3 clusters Score -2755386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2755389.750000 Penalty: 3231.895508
	Iteration 35Q: 3 clusters Score -2755390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2755389.750000 Penalty: 3231.895508
	Iteration 36Q: 3 clusters Score -2755390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2755390.250000 Penalty: 3231.895508
	Iteration 37Q: 3 clusters Score -2755390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2755390.250000 Penalty: 3231.895508
	Iteration 38F: 3 clusters Score -2755390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -984575.937500 Penalty: 1449.476318
	Iteration 0F: 2 clusters Score -984575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -979026.437500 Penalty: 2898.952637
	Iteration 0F: 3 clusters Score -979026.4 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -980788.500000 Penalty: 2898.952637
	Iteration 1F: 3 clusters Score -980788.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -981016.562500 Penalty: 2898.952637
	Iteration 2F: 3 clusters Score -981016.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -981180.687500 Penalty: 2898.952637
	Iteration 3F: 3 clusters Score -981180.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -981318.062500 Penalty: 2898.952637
	Iteration 4Q: 3 clusters Score -981318.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -981439.062500 Penalty: 2898.952637
	Iteration 5Q: 3 clusters Score -981439.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -981524.437500 Penalty: 2898.952637
	Iteration 6Q: 3 clusters Score -981524.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -981596.375000 Penalty: 2898.952637
	Iteration 7Q: 3 clusters Score -981596.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -981653.437500 Penalty: 2898.952637
	Iteration 8Q: 3 clusters Score -981653.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -981710.437500 Penalty: 2898.952637
	Iteration 9Q: 3 clusters Score -981710.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -981782.812500 Penalty: 2898.952637
	Iteration 10Q: 3 clusters Score -981782.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -981842.750000 Penalty: 2898.952637
	Iteration 11Q: 3 clusters Score -981842.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -981896.125000 Penalty: 2898.952637
	Iteration 12Q: 3 clusters Score -981896.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -981945.750000 Penalty: 2898.952637
	Iteration 13Q: 3 clusters Score -981945.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -982001.562500 Penalty: 2898.952637
	Iteration 14Q: 3 clusters Score -982001.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -982076.937500 Penalty: 2898.952637
	Iteration 15Q: 3 clusters Score -982076.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -982155.562500 Penalty: 2898.952637
	Iteration 16Q: 3 clusters Score -982155.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -982250.812500 Penalty: 2898.952637
	Iteration 17Q: 3 clusters Score -982250.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -982349.812500 Penalty: 2898.952637
	Iteration 18Q: 3 clusters Score -982349.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -982460.437500 Penalty: 2898.952637
	Iteration 19Q: 3 clusters Score -982460.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -982553.500000 Penalty: 2898.952637
	Iteration 20F: 3 clusters Score -982553.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -982656.375000 Penalty: 2898.952637
	Iteration 21Q: 3 clusters Score -982656.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -982765.000000 Penalty: 2898.952637
	Iteration 22Q: 3 clusters Score -982765 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -982869.875000 Penalty: 2898.952637
	Iteration 23Q: 3 clusters Score -982869.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -982978.000000 Penalty: 2898.952637
	Iteration 24Q: 3 clusters Score -982978 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -983059.250000 Penalty: 2898.952637
	Iteration 25Q: 3 clusters Score -983059.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -983118.875000 Penalty: 2898.952637
	Iteration 26Q: 3 clusters Score -983118.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -983162.375000 Penalty: 2898.952637
	Iteration 27Q: 3 clusters Score -983162.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -983186.875000 Penalty: 2898.952637
	Iteration 28Q: 3 clusters Score -983186.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -983207.312500 Penalty: 2898.952637
	Iteration 29Q: 3 clusters Score -983207.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -983234.937500 Penalty: 2898.952637
	Iteration 30Q: 3 clusters Score -983234.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -983268.000000 Penalty: 2898.952637
	Iteration 31Q: 3 clusters Score -983268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -983294.125000 Penalty: 2898.952637
	Iteration 32Q: 3 clusters Score -983294.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -983319.000000 Penalty: 2898.952637
	Iteration 33Q: 3 clusters Score -983319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -983336.562500 Penalty: 2898.952637
	Iteration 34Q: 3 clusters Score -983336.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -983349.250000 Penalty: 2898.952637
	Iteration 35Q: 3 clusters Score -983349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -983352.562500 Penalty: 2898.952637
	Iteration 36Q: 3 clusters Score -983352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -983355.187500 Penalty: 2898.952637
	Iteration 37Q: 3 clusters Score -983355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -983355.062500 Penalty: 2898.952637
	Iteration 38Q: 3 clusters Score -983355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -983357.062500 Penalty: 2898.952637
	Iteration 39Q: 3 clusters Score -983357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -983357.062500 Penalty: 2898.952637
	Iteration 40F: 3 clusters Score -983357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -249747.859375 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -249747.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -247694.906250 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -247694.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -248111.656250 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -248111.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -248226.421875 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -248226.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -248283.625000 Penalty: 2463.395752
	Iteration 3Q: 3 clusters Score -248283.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -248320.125000 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -248320.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -248348.265625 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -248348.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -248362.921875 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -248362.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -248372.734375 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -248372.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -248375.859375 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -248375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -248378.625000 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -248378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -248382.046875 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -248382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -248386.031250 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -248386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -248387.734375 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -248387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -248388.671875 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -248388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -248388.671875 Penalty: 2463.395752
	Iteration 14F: 3 clusters Score -248388.7 nChanged 0
21->21 Clusters: Score -53944868.000000, best is -53941140.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 418993 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 19996 members 
Mstep: Class 3 contains 20015 members 
Mstep: Class 4 contains 19881 members 
Mstep: Class 5 contains 20079 members 
Mstep: Class 6 contains 19972 members 
Mstep: Class 7 contains 19844 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 19783 members 
Mstep: Class 10 contains 19996 members 
Mstep: Class 11 contains 19979 members 
Mstep: Class 12 contains 19918 members 
Mstep: Class 13 contains 19959 members 
Mstep: Class 14 contains 19929 members 
Mstep: Class 15 contains 20001 members 
Mstep: Class 16 contains 20085 members 
Mstep: Class 17 contains 19723 members 
Mstep: Class 18 contains 19982 members 
Mstep: Class 19 contains 19974 members 
Mstep: Class 20 contains 19900 members 
Mstep: Class 21 contains 19930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1407.754272 but Gain 2103.660156
Score: -51649168.000000 Penalty: 42073.230469
Iteration 0F: 21 clusters Score -5.164917e+07 nChanged 398641
Entering Unmasked Mstep 
Mstep: Class 0 contains 610 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 68856 members 
Mstep: Class 3 contains 7277 members 
Mstep: Class 4 contains 5885 members 
Mstep: Class 5 contains 8158 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 66100 members 
Mstep: Class 11 contains 30176 members 
Mstep: Class 12 contains 14516 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 83889 members 
Mstep: Class 16 contains 4797 members 
Mstep: Class 17 contains 8099 members 
Mstep: Class 18 contains 27177 members 
Mstep: Class 19 contains 13633 members 
Mstep: Class 20 contains 10951 members 
Mstep: Class 21 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53154800.000000 Penalty: 42073.230469
Iteration 1F: 21 clusters Score -5.31548e+07 nChanged 139948
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 81576 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 5906 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 7802 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 78893 members 
Mstep: Class 11 contains 25802 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 23981 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 117328 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 17381 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 7071 members 
Mstep: Class 21 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53339512.000000 Penalty: 42073.230469
Iteration 2F: 21 clusters Score -5.333951e+07 nChanged 95123
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 84130 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 5454 members 
Mstep: Class 7 contains 12321 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 77631 members 
Mstep: Class 11 contains 24042 members 
Mstep: Class 12 contains 6299 members 
Mstep: Class 13 contains 18507 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 133274 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 4688 members 
Mstep: Class 18 contains 12811 members 
Mstep: Class 19 contains 5643 members 
Mstep: Class 20 contains 4691 members 
Mstep: Class 21 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1526.083130 but Gain 2103.664062
Score: -53442952.000000 Penalty: 39969.566406
Iteration 3F: 20 clusters Score -5.344295e+07 nChanged 82741
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 84786 members 
Mstep: Class 3 contains 6611 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 5026 members 
Mstep: Class 7 contains 19939 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 76740 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 4527 members 
Mstep: Class 13 contains 17081 members 
Mstep: Class 15 contains 126828 members 
Mstep: Class 16 contains 4950 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 11933 members 
Mstep: Class 19 contains 5248 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53549860.000000 Penalty: 39969.566406
Iteration 4F: 20 clusters Score -5.354986e+07 nChanged 68364
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 78606 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 4796 members 
Mstep: Class 7 contains 25594 members 
Mstep: Class 8 contains 1025 members 
Mstep: Class 9 contains 72478 members 
Mstep: Class 11 contains 31036 members 
Mstep: Class 12 contains 3634 members 
Mstep: Class 13 contains 19378 members 
Mstep: Class 15 contains 123407 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 5966 members 
Mstep: Class 18 contains 13104 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53629924.000000 Penalty: 39969.566406
Iteration 5F: 20 clusters Score -5.362992e+07 nChanged 57097
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 70924 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 9180 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 28595 members 
Mstep: Class 8 contains 977 members 
Mstep: Class 9 contains 68005 members 
Mstep: Class 11 contains 34055 members 
Mstep: Class 12 contains 3209 members 
Mstep: Class 13 contains 21968 members 
Mstep: Class 15 contains 121627 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 8041 members 
Mstep: Class 18 contains 16555 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53692488.000000 Penalty: 39969.566406
Iteration 6F: 20 clusters Score -5.369249e+07 nChanged 48765
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 63909 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 6155 members 
Mstep: Class 5 contains 9295 members 
Mstep: Class 6 contains 4677 members 
Mstep: Class 7 contains 30630 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 65589 members 
Mstep: Class 11 contains 35551 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 23148 members 
Mstep: Class 15 contains 118136 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 12282 members 
Mstep: Class 18 contains 20621 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 1776 members 
Mstep: Class 21 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53760536.000000 Penalty: 39969.566406
Iteration 7F: 20 clusters Score -5.376054e+07 nChanged 40047
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 56810 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 9336 members 
Mstep: Class 6 contains 4558 members 
Mstep: Class 7 contains 31895 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 65790 members 
Mstep: Class 11 contains 35636 members 
Mstep: Class 12 contains 2904 members 
Mstep: Class 13 contains 23254 members 
Mstep: Class 15 contains 115424 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 17107 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 8F: 20 clusters Score -5.38163e+07 nChanged 30217
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 51029 members 
Mstep: Class 3 contains 7074 members 
Mstep: Class 4 contains 6602 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 32644 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 66414 members 
Mstep: Class 11 contains 34694 members 
Mstep: Class 12 contains 2756 members 
Mstep: Class 13 contains 22955 members 
Mstep: Class 15 contains 114526 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 20369 members 
Mstep: Class 18 contains 27669 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844496.000000 Penalty: 39969.566406
Iteration 9F: 20 clusters Score -5.38445e+07 nChanged 22785
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 47648 members 
Mstep: Class 3 contains 6849 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 9650 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 33187 members 
Mstep: Class 8 contains 742 members 
Mstep: Class 9 contains 65887 members 
Mstep: Class 11 contains 33387 members 
Mstep: Class 12 contains 2663 members 
Mstep: Class 13 contains 22521 members 
Mstep: Class 15 contains 113355 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 22543 members 
Mstep: Class 18 contains 31446 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 692 members 
Entering Unmasked Estep 
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Iteration 10F: 20 clusters Score -5.386168e+07 nChanged 18546
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 44936 members 
Mstep: Class 3 contains 6500 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 9886 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 33654 members 
Mstep: Class 8 contains 694 members 
Mstep: Class 9 contains 64609 members 
Mstep: Class 11 contains 32075 members 
Mstep: Class 12 contains 2590 members 
Mstep: Class 13 contains 21972 members 
Mstep: Class 15 contains 112692 members 
Mstep: Class 16 contains 5872 members 
Mstep: Class 17 contains 24136 members 
Mstep: Class 18 contains 35431 members 
Mstep: Class 19 contains 5765 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 630 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -5.387338e+07 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 42679 members 
Mstep: Class 3 contains 6159 members 
Mstep: Class 4 contains 7195 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 34092 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 63015 members 
Mstep: Class 11 contains 30869 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 21211 members 
Mstep: Class 15 contains 112336 members 
Mstep: Class 16 contains 5943 members 
Mstep: Class 17 contains 25375 members 
Mstep: Class 18 contains 39459 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 592 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -5.388254e+07 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 40801 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 7262 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 34477 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 61391 members 
Mstep: Class 11 contains 29830 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 20336 members 
Mstep: Class 15 contains 112113 members 
Mstep: Class 16 contains 5999 members 
Mstep: Class 17 contains 26390 members 
Mstep: Class 18 contains 43318 members 
Mstep: Class 19 contains 6415 members 
Mstep: Class 20 contains 2220 members 
Mstep: Class 21 contains 566 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -5.389002e+07 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 39165 members 
Mstep: Class 3 contains 5580 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 10362 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 34823 members 
Mstep: Class 8 contains 620 members 
Mstep: Class 9 contains 59808 members 
Mstep: Class 11 contains 28935 members 
Mstep: Class 12 contains 2557 members 
Mstep: Class 13 contains 19450 members 
Mstep: Class 15 contains 112086 members 
Mstep: Class 16 contains 6044 members 
Mstep: Class 17 contains 27274 members 
Mstep: Class 18 contains 46798 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 546 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -5.3896e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 37787 members 
Mstep: Class 3 contains 5327 members 
Mstep: Class 4 contains 7251 members 
Mstep: Class 5 contains 10535 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 7 contains 35131 members 
Mstep: Class 8 contains 606 members 
Mstep: Class 9 contains 58527 members 
Mstep: Class 11 contains 28172 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 18531 members 
Mstep: Class 15 contains 112122 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 17 contains 27998 members 
Mstep: Class 18 contains 49800 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 528 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -5.390074e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 36600 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 7219 members 
Mstep: Class 5 contains 10621 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 35389 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 57340 members 
Mstep: Class 11 contains 27603 members 
Mstep: Class 12 contains 2546 members 
Mstep: Class 13 contains 17704 members 
Mstep: Class 15 contains 112346 members 
Mstep: Class 16 contains 6153 members 
Mstep: Class 17 contains 28683 members 
Mstep: Class 18 contains 52354 members 
Mstep: Class 19 contains 6909 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 16Q: 20 clusters Score -5.390473e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 35632 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 7134 members 
Mstep: Class 5 contains 10739 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 35594 members 
Mstep: Class 8 contains 584 members 
Mstep: Class 9 contains 56246 members 
Mstep: Class 11 contains 27175 members 
Mstep: Class 12 contains 2538 members 
Mstep: Class 13 contains 17058 members 
Mstep: Class 15 contains 112599 members 
Mstep: Class 16 contains 6189 members 
Mstep: Class 17 contains 29368 members 
Mstep: Class 18 contains 54400 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 510 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -5.390805e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 34864 members 
Mstep: Class 3 contains 4638 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 10801 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 35722 members 
Mstep: Class 8 contains 571 members 
Mstep: Class 9 contains 55259 members 
Mstep: Class 11 contains 26811 members 
Mstep: Class 12 contains 2522 members 
Mstep: Class 13 contains 16625 members 
Mstep: Class 15 contains 112860 members 
Mstep: Class 16 contains 6228 members 
Mstep: Class 17 contains 30026 members 
Mstep: Class 18 contains 56003 members 
Mstep: Class 19 contains 7025 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 507 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -5.391024e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 34075 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 7022 members 
Mstep: Class 5 contains 10850 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 35793 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 54252 members 
Mstep: Class 11 contains 26565 members 
Mstep: Class 12 contains 2506 members 
Mstep: Class 13 contains 16315 members 
Mstep: Class 15 contains 113299 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 17 contains 30749 members 
Mstep: Class 18 contains 57226 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 504 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -5.391144e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 33340 members 
Mstep: Class 3 contains 4311 members 
Mstep: Class 4 contains 6971 members 
Mstep: Class 5 contains 10876 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 7 contains 35833 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 53359 members 
Mstep: Class 11 contains 26351 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 16132 members 
Mstep: Class 15 contains 113759 members 
Mstep: Class 16 contains 6319 members 
Mstep: Class 17 contains 31491 members 
Mstep: Class 18 contains 58135 members 
Mstep: Class 19 contains 7043 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 503 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -5.391258e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 32659 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 6943 members 
Mstep: Class 5 contains 10976 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 35852 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 52448 members 
Mstep: Class 11 contains 26195 members 
Mstep: Class 12 contains 2450 members 
Mstep: Class 13 contains 15989 members 
Mstep: Class 15 contains 114184 members 
Mstep: Class 16 contains 6359 members 
Mstep: Class 17 contains 32264 members 
Mstep: Class 18 contains 58859 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 3234 members 
Mstep: Class 21 contains 503 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -5.391398e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 31993 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 6932 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 35877 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 9 contains 51537 members 
Mstep: Class 11 contains 26060 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 15885 members 
Mstep: Class 15 contains 114658 members 
Mstep: Class 16 contains 6409 members 
Mstep: Class 17 contains 33090 members 
Mstep: Class 18 contains 59399 members 
Mstep: Class 19 contains 7014 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 502 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -5.391525e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 31303 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 6946 members 
Mstep: Class 5 contains 11149 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 35902 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 50540 members 
Mstep: Class 11 contains 25922 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 15 contains 115193 members 
Mstep: Class 16 contains 6463 members 
Mstep: Class 17 contains 34014 members 
Mstep: Class 18 contains 59829 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 3299 members 
Mstep: Class 21 contains 500 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -5.391678e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 30623 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 6958 members 
Mstep: Class 5 contains 11210 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 7 contains 35911 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 49392 members 
Mstep: Class 11 contains 25819 members 
Mstep: Class 12 contains 2413 members 
Mstep: Class 13 contains 15797 members 
Mstep: Class 15 contains 115786 members 
Mstep: Class 16 contains 6516 members 
Mstep: Class 17 contains 35123 members 
Mstep: Class 18 contains 60189 members 
Mstep: Class 19 contains 6933 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 500 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -5.391801e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 30018 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 6979 members 
Mstep: Class 5 contains 11217 members 
Mstep: Class 6 contains 3371 members 
Mstep: Class 7 contains 35902 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 48058 members 
Mstep: Class 11 contains 25764 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 15786 members 
Mstep: Class 15 contains 116362 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 36393 members 
Mstep: Class 18 contains 60493 members 
Mstep: Class 19 contains 6891 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 498 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -5.39195e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 29367 members 
Mstep: Class 3 contains 3577 members 
Mstep: Class 4 contains 7032 members 
Mstep: Class 5 contains 11169 members 
Mstep: Class 6 contains 3345 members 
Mstep: Class 7 contains 35909 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 46440 members 
Mstep: Class 11 contains 25741 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 15796 members 
Mstep: Class 15 contains 117002 members 
Mstep: Class 16 contains 6644 members 
Mstep: Class 17 contains 37902 members 
Mstep: Class 18 contains 60758 members 
Mstep: Class 19 contains 6858 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 499 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -5.392068e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 7116 members 
Mstep: Class 5 contains 11101 members 
Mstep: Class 6 contains 3332 members 
Mstep: Class 7 contains 35938 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 44552 members 
Mstep: Class 11 contains 25735 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 15 contains 117612 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 39644 members 
Mstep: Class 18 contains 60991 members 
Mstep: Class 19 contains 6822 members 
Mstep: Class 20 contains 3264 members 
Mstep: Class 21 contains 499 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -5.39218e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 28135 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 7249 members 
Mstep: Class 5 contains 11013 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 7 contains 35974 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 42563 members 
Mstep: Class 11 contains 25719 members 
Mstep: Class 12 contains 2344 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 15 contains 118254 members 
Mstep: Class 16 contains 6770 members 
Mstep: Class 17 contains 41547 members 
Mstep: Class 18 contains 61158 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 499 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -5.392316e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 10931 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 7 contains 36024 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 40409 members 
Mstep: Class 11 contains 25718 members 
Mstep: Class 12 contains 2318 members 
Mstep: Class 13 contains 15852 members 
Mstep: Class 15 contains 118911 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 43612 members 
Mstep: Class 18 contains 61311 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 496 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -5.392522e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 26923 members 
Mstep: Class 3 contains 3203 members 
Mstep: Class 4 contains 7565 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 36054 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 38228 members 
Mstep: Class 11 contains 25727 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 15899 members 
Mstep: Class 15 contains 119536 members 
Mstep: Class 16 contains 6944 members 
Mstep: Class 17 contains 45715 members 
Mstep: Class 18 contains 61429 members 
Mstep: Class 19 contains 6756 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 493 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -5.392747e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 26388 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 7764 members 
Mstep: Class 5 contains 10643 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 36061 members 
Mstep: Class 8 contains 466 members 
Mstep: Class 9 contains 36295 members 
Mstep: Class 11 contains 25707 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 15970 members 
Mstep: Class 15 contains 120072 members 
Mstep: Class 16 contains 7060 members 
Mstep: Class 17 contains 47569 members 
Mstep: Class 18 contains 61577 members 
Mstep: Class 19 contains 6785 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 489 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -5.392933e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 25900 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 7988 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 36053 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 34596 members 
Mstep: Class 11 contains 25704 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 16055 members 
Mstep: Class 15 contains 120545 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 49179 members 
Mstep: Class 18 contains 61689 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 3043 members 
Mstep: Class 21 contains 484 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -5.393074e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 25430 members 
Mstep: Class 3 contains 2868 members 
Mstep: Class 4 contains 8238 members 
Mstep: Class 5 contains 10317 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 36020 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 33260 members 
Mstep: Class 11 contains 25706 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 16147 members 
Mstep: Class 15 contains 120977 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 50436 members 
Mstep: Class 18 contains 61772 members 
Mstep: Class 19 contains 6893 members 
Mstep: Class 20 contains 2994 members 
Mstep: Class 21 contains 478 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -5.39316e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 24974 members 
Mstep: Class 3 contains 2778 members 
Mstep: Class 4 contains 8492 members 
Mstep: Class 5 contains 10112 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 35990 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 32206 members 
Mstep: Class 11 contains 25742 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 15 contains 121402 members 
Mstep: Class 16 contains 7498 members 
Mstep: Class 17 contains 51375 members 
Mstep: Class 18 contains 61876 members 
Mstep: Class 19 contains 6929 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 470 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -5.393174e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 24529 members 
Mstep: Class 3 contains 2678 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 35959 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 31426 members 
Mstep: Class 11 contains 25752 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 16333 members 
Mstep: Class 15 contains 121770 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 52072 members 
Mstep: Class 18 contains 61924 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 467 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -5.39322e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 24152 members 
Mstep: Class 3 contains 2576 members 
Mstep: Class 4 contains 9123 members 
Mstep: Class 5 contains 9731 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 35925 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 30858 members 
Mstep: Class 11 contains 25726 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 16398 members 
Mstep: Class 15 contains 122075 members 
Mstep: Class 16 contains 7860 members 
Mstep: Class 17 contains 52583 members 
Mstep: Class 18 contains 61989 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 2872 members 
Mstep: Class 21 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932488.000000 Penalty: 39969.566406
Iteration 36Q: 20 clusters Score -5.393249e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 23838 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 9491 members 
Mstep: Class 5 contains 9538 members 
Mstep: Class 6 contains 3027 members 
Mstep: Class 7 contains 35866 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 30447 members 
Mstep: Class 11 contains 25710 members 
Mstep: Class 12 contains 2132 members 
Mstep: Class 13 contains 16462 members 
Mstep: Class 15 contains 122321 members 
Mstep: Class 16 contains 8056 members 
Mstep: Class 17 contains 52929 members 
Mstep: Class 18 contains 62052 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932884.000000 Penalty: 39969.566406
Iteration 37Q: 20 clusters Score -5.393288e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23529 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 9848 members 
Mstep: Class 5 contains 9319 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 35807 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 30153 members 
Mstep: Class 11 contains 25691 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 16515 members 
Mstep: Class 15 contains 122542 members 
Mstep: Class 16 contains 8269 members 
Mstep: Class 17 contains 53182 members 
Mstep: Class 18 contains 62101 members 
Mstep: Class 19 contains 7232 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933136.000000 Penalty: 39969.566406
Iteration 38Q: 20 clusters Score -5.393314e+07 nChanged 1758
Entering ConstructFrom: 
Score: -53933136.000000 Penalty: 39969.566406
Entering ConstructFrom: 
Trying to split cluster 1 (3348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Entering Unmasked Estep 
Score: -414876.531250 Penalty: 1318.869263
	Iteration 0F: 2 clusters Score -414876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -411910.125000 Penalty: 2637.738525
	Iteration 0F: 3 clusters Score -411910.1 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -412618.500000 Penalty: 2637.738525
	Iteration 1F: 3 clusters Score -412618.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -412738.968750 Penalty: 2637.738525
	Iteration 2F: 3 clusters Score -412739 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -412827.062500 Penalty: 2637.738525
	Iteration 3Q: 3 clusters Score -412827.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -412897.500000 Penalty: 2637.738525
	Iteration 4Q: 3 clusters Score -412897.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -412956.093750 Penalty: 2637.738525
	Iteration 5Q: 3 clusters Score -412956.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -413003.875000 Penalty: 2637.738525
	Iteration 6Q: 3 clusters Score -413003.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -413073.718750 Penalty: 2637.738525
	Iteration 7Q: 3 clusters Score -413073.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -413173.218750 Penalty: 2637.738525
	Iteration 8Q: 3 clusters Score -413173.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -413296.593750 Penalty: 2637.738525
	Iteration 9Q: 3 clusters Score -413296.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -413442.468750 Penalty: 2637.738525
	Iteration 10Q: 3 clusters Score -413442.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -413633.656250 Penalty: 2637.738525
	Iteration 11F: 3 clusters Score -413633.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -413804.625000 Penalty: 2637.738525
	Iteration 12Q: 3 clusters Score -413804.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -413938.937500 Penalty: 2637.738525
	Iteration 13Q: 3 clusters Score -413938.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -414035.687500 Penalty: 2637.738525
	Iteration 14Q: 3 clusters Score -414035.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -414108.312500 Penalty: 2637.738525
	Iteration 15Q: 3 clusters Score -414108.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -414162.531250 Penalty: 2637.738525
	Iteration 16Q: 3 clusters Score -414162.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -414214.218750 Penalty: 2637.738525
	Iteration 17Q: 3 clusters Score -414214.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -414238.687500 Penalty: 2637.738525
	Iteration 18Q: 3 clusters Score -414238.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -414261.250000 Penalty: 2637.738525
	Iteration 19Q: 3 clusters Score -414261.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -414286.718750 Penalty: 2637.738525
	Iteration 20F: 3 clusters Score -414286.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -414304.687500 Penalty: 2637.738525
	Iteration 21Q: 3 clusters Score -414304.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -414317.093750 Penalty: 2637.738525
	Iteration 22Q: 3 clusters Score -414317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -414321.812500 Penalty: 2637.738525
	Iteration 23Q: 3 clusters Score -414321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -414327.125000 Penalty: 2637.738525
	Iteration 24Q: 3 clusters Score -414327.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -414331.593750 Penalty: 2637.738525
	Iteration 25Q: 3 clusters Score -414331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -414336.406250 Penalty: 2637.738525
	Iteration 26Q: 3 clusters Score -414336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -414341.156250 Penalty: 2637.738525
	Iteration 27Q: 3 clusters Score -414341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -414346.031250 Penalty: 2637.738525
	Iteration 28Q: 3 clusters Score -414346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -414353.968750 Penalty: 2637.738525
	Iteration 29Q: 3 clusters Score -414354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -414357.968750 Penalty: 2637.738525
	Iteration 30Q: 3 clusters Score -414358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -414360.906250 Penalty: 2637.738525
	Iteration 31Q: 3 clusters Score -414360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -414364.000000 Penalty: 2637.738525
	Iteration 32Q: 3 clusters Score -414364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -414364.156250 Penalty: 2637.738525
	Iteration 33Q: 3 clusters Score -414364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -414366.406250 Penalty: 2637.738525
	Iteration 34Q: 3 clusters Score -414366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -414367.031250 Penalty: 2637.738525
	Iteration 35Q: 3 clusters Score -414367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -414367.312500 Penalty: 2637.738525
	Iteration 36Q: 3 clusters Score -414367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -414367.312500 Penalty: 2637.738525
	Iteration 37F: 3 clusters Score -414367.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Entering Unmasked Estep 
Score: -3086308.750000 Penalty: 1633.903564
	Iteration 0F: 2 clusters Score -3086309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3070635.250000 Penalty: 3267.807129
	Iteration 0F: 3 clusters Score -3070635 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3076360.250000 Penalty: 3267.807129
	Iteration 1F: 3 clusters Score -3076360 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3076680.500000 Penalty: 3267.807129
	Iteration 2Q: 3 clusters Score -3076680 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3077015.250000 Penalty: 3267.807129
	Iteration 3Q: 3 clusters Score -3077015 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3077300.500000 Penalty: 3267.807129
	Iteration 4Q: 3 clusters Score -3077300 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3077565.000000 Penalty: 3267.807129
	Iteration 5Q: 3 clusters Score -3077565 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3077848.000000 Penalty: 3267.807129
	Iteration 6Q: 3 clusters Score -3077848 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3078164.000000 Penalty: 3267.807129
	Iteration 7Q: 3 clusters Score -3078164 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3078520.500000 Penalty: 3267.807129
	Iteration 8Q: 3 clusters Score -3078520 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3079013.000000 Penalty: 3267.807129
	Iteration 9Q: 3 clusters Score -3079013 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -3079659.250000 Penalty: 3267.807129
	Iteration 10Q: 3 clusters Score -3079659 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3080510.750000 Penalty: 3267.807129
	Iteration 11F: 3 clusters Score -3080511 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3081639.250000 Penalty: 3267.807129
	Iteration 12F: 3 clusters Score -3081639 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3082759.750000 Penalty: 3267.807129
	Iteration 13F: 3 clusters Score -3082760 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3083666.500000 Penalty: 3267.807129
	Iteration 14Q: 3 clusters Score -3083666 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3084234.750000 Penalty: 3267.807129
	Iteration 15Q: 3 clusters Score -3084235 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3084509.000000 Penalty: 3267.807129
	Iteration 16Q: 3 clusters Score -3084509 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3084632.000000 Penalty: 3267.807129
	Iteration 17Q: 3 clusters Score -3084632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3084709.250000 Penalty: 3267.807129
	Iteration 18Q: 3 clusters Score -3084709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3084765.500000 Penalty: 3267.807129
	Iteration 19Q: 3 clusters Score -3084766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3084813.500000 Penalty: 3267.807129
	Iteration 20F: 3 clusters Score -3084814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3084858.500000 Penalty: 3267.807129
	Iteration 21Q: 3 clusters Score -3084858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3084874.500000 Penalty: 3267.807129
	Iteration 22Q: 3 clusters Score -3084874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3084891.500000 Penalty: 3267.807129
	Iteration 23Q: 3 clusters Score -3084892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3084895.750000 Penalty: 3267.807129
	Iteration 24Q: 3 clusters Score -3084896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3084903.000000 Penalty: 3267.807129
	Iteration 25Q: 3 clusters Score -3084903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3084911.000000 Penalty: 3267.807129
	Iteration 26Q: 3 clusters Score -3084911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3084922.000000 Penalty: 3267.807129
	Iteration 27Q: 3 clusters Score -3084922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3084932.250000 Penalty: 3267.807129
	Iteration 28Q: 3 clusters Score -3084932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3084936.750000 Penalty: 3267.807129
	Iteration 29Q: 3 clusters Score -3084937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3084946.750000 Penalty: 3267.807129
	Iteration 30Q: 3 clusters Score -3084947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3084949.000000 Penalty: 3267.807129
	Iteration 31Q: 3 clusters Score -3084949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3084949.000000 Penalty: 3267.807129
	Iteration 32Q: 3 clusters Score -3084949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3084949.000000 Penalty: 3267.807129
	Iteration 33F: 3 clusters Score -3084949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -273527.406250 Penalty: 1254.863159
	Iteration 0F: 2 clusters Score -273527.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -271268.718750 Penalty: 2509.726318
	Iteration 0F: 3 clusters Score -271268.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -271811.406250 Penalty: 2509.726318
	Iteration 1F: 3 clusters Score -271811.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -271971.937500 Penalty: 2509.726318
	Iteration 2F: 3 clusters Score -271971.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -272096.093750 Penalty: 2509.726318
	Iteration 3F: 3 clusters Score -272096.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -272174.593750 Penalty: 2509.726318
	Iteration 4Q: 3 clusters Score -272174.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -272231.031250 Penalty: 2509.726318
	Iteration 5Q: 3 clusters Score -272231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -272273.937500 Penalty: 2509.726318
	Iteration 6Q: 3 clusters Score -272273.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -272312.125000 Penalty: 2509.726318
	Iteration 7Q: 3 clusters Score -272312.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -272351.000000 Penalty: 2509.726318
	Iteration 8Q: 3 clusters Score -272351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -272393.281250 Penalty: 2509.726318
	Iteration 9Q: 3 clusters Score -272393.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -272432.968750 Penalty: 2509.726318
	Iteration 10Q: 3 clusters Score -272433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -272472.843750 Penalty: 2509.726318
	Iteration 11Q: 3 clusters Score -272472.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -272505.937500 Penalty: 2509.726318
	Iteration 12Q: 3 clusters Score -272505.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -272538.718750 Penalty: 2509.726318
	Iteration 13Q: 3 clusters Score -272538.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -272562.468750 Penalty: 2509.726318
	Iteration 14Q: 3 clusters Score -272562.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -272580.843750 Penalty: 2509.726318
	Iteration 15Q: 3 clusters Score -272580.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -272591.593750 Penalty: 2509.726318
	Iteration 16Q: 3 clusters Score -272591.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -272598.968750 Penalty: 2509.726318
	Iteration 17Q: 3 clusters Score -272599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -272607.593750 Penalty: 2509.726318
	Iteration 18Q: 3 clusters Score -272607.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -272617.500000 Penalty: 2509.726318
	Iteration 19Q: 3 clusters Score -272617.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -272626.625000 Penalty: 2509.726318
	Iteration 20F: 3 clusters Score -272626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -272632.843750 Penalty: 2509.726318
	Iteration 21Q: 3 clusters Score -272632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -272639.031250 Penalty: 2509.726318
	Iteration 22Q: 3 clusters Score -272639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -272648.156250 Penalty: 2509.726318
	Iteration 23Q: 3 clusters Score -272648.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -272658.312500 Penalty: 2509.726318
	Iteration 24Q: 3 clusters Score -272658.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -272667.000000 Penalty: 2509.726318
	Iteration 25Q: 3 clusters Score -272667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -272674.031250 Penalty: 2509.726318
	Iteration 26Q: 3 clusters Score -272674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -272676.343750 Penalty: 2509.726318
	Iteration 27Q: 3 clusters Score -272676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -272678.937500 Penalty: 2509.726318
	Iteration 28Q: 3 clusters Score -272678.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -272681.781250 Penalty: 2509.726318
	Iteration 29Q: 3 clusters Score -272681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -272683.500000 Penalty: 2509.726318
	Iteration 30Q: 3 clusters Score -272683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -272684.187500 Penalty: 2509.726318
	Iteration 31Q: 3 clusters Score -272684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -272686.968750 Penalty: 2509.726318
	Iteration 32Q: 3 clusters Score -272687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -272689.406250 Penalty: 2509.726318
	Iteration 33Q: 3 clusters Score -272689.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -272692.906250 Penalty: 2509.726318
	Iteration 34Q: 3 clusters Score -272692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -272694.031250 Penalty: 2509.726318
	Iteration 35Q: 3 clusters Score -272694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -272695.093750 Penalty: 2509.726318
	Iteration 36Q: 3 clusters Score -272695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -272697.843750 Penalty: 2509.726318
	Iteration 37Q: 3 clusters Score -272697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -272698.312500 Penalty: 2509.726318
	Iteration 38Q: 3 clusters Score -272698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -272700.250000 Penalty: 2509.726318
	Iteration 39Q: 3 clusters Score -272700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -272700.593750 Penalty: 2509.726318
	Iteration 40F: 3 clusters Score -272700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -272700.937500 Penalty: 2509.726318
	Iteration 41Q: 3 clusters Score -272700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -272700.937500 Penalty: 2509.726318
	Iteration 42F: 3 clusters Score -272700.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Entering Unmasked Estep 
Score: -1283744.750000 Penalty: 1499.483521
	Iteration 0F: 2 clusters Score -1283745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1276459.500000 Penalty: 2998.967041
	Iteration 0F: 3 clusters Score -1276460 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1278745.250000 Penalty: 2998.967041
	Iteration 1F: 3 clusters Score -1278745 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1279044.500000 Penalty: 2998.967041
	Iteration 2F: 3 clusters Score -1279044 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1279241.000000 Penalty: 2998.967041
	Iteration 3F: 3 clusters Score -1279241 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1279392.625000 Penalty: 2998.967041
	Iteration 4Q: 3 clusters Score -1279393 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1279526.375000 Penalty: 2998.967041
	Iteration 5Q: 3 clusters Score -1279526 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1279644.375000 Penalty: 2998.967041
	Iteration 6Q: 3 clusters Score -1279644 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1279759.750000 Penalty: 2998.967041
	Iteration 7Q: 3 clusters Score -1279760 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1279894.750000 Penalty: 2998.967041
	Iteration 8Q: 3 clusters Score -1279895 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1280036.500000 Penalty: 2998.967041
	Iteration 9Q: 3 clusters Score -1280036 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1280207.500000 Penalty: 2998.967041
	Iteration 10Q: 3 clusters Score -1280208 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1280393.875000 Penalty: 2998.967041
	Iteration 11Q: 3 clusters Score -1280394 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1280624.250000 Penalty: 2998.967041
	Iteration 12Q: 3 clusters Score -1280624 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1280925.000000 Penalty: 2998.967041
	Iteration 13Q: 3 clusters Score -1280925 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1281241.375000 Penalty: 2998.967041
	Iteration 14Q: 3 clusters Score -1281241 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1281506.000000 Penalty: 2998.967041
	Iteration 15Q: 3 clusters Score -1281506 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1281739.500000 Penalty: 2998.967041
	Iteration 16Q: 3 clusters Score -1281740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1281915.000000 Penalty: 2998.967041
	Iteration 17Q: 3 clusters Score -1281915 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1282048.125000 Penalty: 2998.967041
	Iteration 18Q: 3 clusters Score -1282048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1282154.000000 Penalty: 2998.967041
	Iteration 19Q: 3 clusters Score -1282154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1282237.000000 Penalty: 2998.967041
	Iteration 20F: 3 clusters Score -1282237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1282299.750000 Penalty: 2998.967041
	Iteration 21Q: 3 clusters Score -1282300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1282348.875000 Penalty: 2998.967041
	Iteration 22Q: 3 clusters Score -1282349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1282386.375000 Penalty: 2998.967041
	Iteration 23Q: 3 clusters Score -1282386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1282412.500000 Penalty: 2998.967041
	Iteration 24Q: 3 clusters Score -1282412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1282426.375000 Penalty: 2998.967041
	Iteration 25Q: 3 clusters Score -1282426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1282436.875000 Penalty: 2998.967041
	Iteration 26Q: 3 clusters Score -1282437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1282448.500000 Penalty: 2998.967041
	Iteration 27Q: 3 clusters Score -1282448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1282458.750000 Penalty: 2998.967041
	Iteration 28Q: 3 clusters Score -1282459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1282462.375000 Penalty: 2998.967041
	Iteration 29Q: 3 clusters Score -1282462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1282466.875000 Penalty: 2998.967041
	Iteration 30Q: 3 clusters Score -1282467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1282470.000000 Penalty: 2998.967041
	Iteration 31Q: 3 clusters Score -1282470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1282470.875000 Penalty: 2998.967041
	Iteration 32Q: 3 clusters Score -1282471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1282471.875000 Penalty: 2998.967041
	Iteration 33Q: 3 clusters Score -1282472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1282471.625000 Penalty: 2998.967041
	Iteration 34Q: 3 clusters Score -1282472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1282474.250000 Penalty: 2998.967041
	Iteration 35Q: 3 clusters Score -1282474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1282474.625000 Penalty: 2998.967041
	Iteration 36Q: 3 clusters Score -1282475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1282476.625000 Penalty: 2998.967041
	Iteration 37Q: 3 clusters Score -1282477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1282474.625000 Penalty: 2998.967041
	Iteration 38Q: 3 clusters Score -1282475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1282476.500000 Penalty: 2998.967041
	Iteration 39Q: 3 clusters Score -1282476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1282478.625000 Penalty: 2998.967041
	Iteration 40F: 3 clusters Score -1282479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1282478.125000 Penalty: 2998.967041
	Iteration 41Q: 3 clusters Score -1282478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1282478.125000 Penalty: 2998.967041
	Iteration 42F: 3 clusters Score -1282478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Entering Unmasked Estep 
Score: -1148146.875000 Penalty: 1481.836182
	Iteration 0F: 2 clusters Score -1148147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1141578.750000 Penalty: 2963.672363
	Iteration 0F: 3 clusters Score -1141579 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1143589.000000 Penalty: 2963.672363
	Iteration 1F: 3 clusters Score -1143589 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1143800.375000 Penalty: 2963.672363
	Iteration 2F: 3 clusters Score -1143800 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1143972.250000 Penalty: 2963.672363
	Iteration 3Q: 3 clusters Score -1143972 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1144127.250000 Penalty: 2963.672363
	Iteration 4Q: 3 clusters Score -1144127 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1144272.875000 Penalty: 2963.672363
	Iteration 5Q: 3 clusters Score -1144273 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1144440.750000 Penalty: 2963.672363
	Iteration 6Q: 3 clusters Score -1144441 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1144599.500000 Penalty: 2963.672363
	Iteration 7Q: 3 clusters Score -1144600 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1144784.875000 Penalty: 2963.672363
	Iteration 8Q: 3 clusters Score -1144785 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1145034.500000 Penalty: 2963.672363
	Iteration 9Q: 3 clusters Score -1145034 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1145319.375000 Penalty: 2963.672363
	Iteration 10Q: 3 clusters Score -1145319 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1145604.000000 Penalty: 2963.672363
	Iteration 11Q: 3 clusters Score -1145604 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1145872.875000 Penalty: 2963.672363
	Iteration 12Q: 3 clusters Score -1145873 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1146079.500000 Penalty: 2963.672363
	Iteration 13Q: 3 clusters Score -1146080 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1146230.125000 Penalty: 2963.672363
	Iteration 14Q: 3 clusters Score -1146230 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1146320.500000 Penalty: 2963.672363
	Iteration 15Q: 3 clusters Score -1146320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1146388.750000 Penalty: 2963.672363
	Iteration 16Q: 3 clusters Score -1146389 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1146443.000000 Penalty: 2963.672363
	Iteration 17Q: 3 clusters Score -1146443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1146501.875000 Penalty: 2963.672363
	Iteration 18Q: 3 clusters Score -1146502 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1146559.125000 Penalty: 2963.672363
	Iteration 19Q: 3 clusters Score -1146559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1146601.375000 Penalty: 2963.672363
	Iteration 20F: 3 clusters Score -1146601 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1146636.625000 Penalty: 2963.672363
	Iteration 21Q: 3 clusters Score -1146637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1146676.125000 Penalty: 2963.672363
	Iteration 22Q: 3 clusters Score -1146676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1146707.375000 Penalty: 2963.672363
	Iteration 23Q: 3 clusters Score -1146707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1146731.750000 Penalty: 2963.672363
	Iteration 24Q: 3 clusters Score -1146732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1146759.000000 Penalty: 2963.672363
	Iteration 25Q: 3 clusters Score -1146759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1146784.250000 Penalty: 2963.672363
	Iteration 26Q: 3 clusters Score -1146784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1146796.625000 Penalty: 2963.672363
	Iteration 27Q: 3 clusters Score -1146797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1146810.125000 Penalty: 2963.672363
	Iteration 28Q: 3 clusters Score -1146810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1146816.000000 Penalty: 2963.672363
	Iteration 29Q: 3 clusters Score -1146816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1146818.375000 Penalty: 2963.672363
	Iteration 30Q: 3 clusters Score -1146818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1146824.250000 Penalty: 2963.672363
	Iteration 31Q: 3 clusters Score -1146824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1146826.125000 Penalty: 2963.672363
	Iteration 32Q: 3 clusters Score -1146826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1146829.750000 Penalty: 2963.672363
	Iteration 33Q: 3 clusters Score -1146830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1146833.875000 Penalty: 2963.672363
	Iteration 34Q: 3 clusters Score -1146834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1146837.750000 Penalty: 2963.672363
	Iteration 35Q: 3 clusters Score -1146838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1146840.125000 Penalty: 2963.672363
	Iteration 36Q: 3 clusters Score -1146840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1146843.125000 Penalty: 2963.672363
	Iteration 37Q: 3 clusters Score -1146843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1146845.000000 Penalty: 2963.672363
	Iteration 38Q: 3 clusters Score -1146845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1146848.125000 Penalty: 2963.672363
	Iteration 39Q: 3 clusters Score -1146848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1146855.250000 Penalty: 2963.672363
	Iteration 40F: 3 clusters Score -1146855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1146856.375000 Penalty: 2963.672363
	Iteration 41Q: 3 clusters Score -1146856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1146858.000000 Penalty: 2963.672363
	Iteration 42Q: 3 clusters Score -1146858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1146860.625000 Penalty: 2963.672363
	Iteration 43Q: 3 clusters Score -1146861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1146860.500000 Penalty: 2963.672363
	Iteration 44Q: 3 clusters Score -1146860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1146862.750000 Penalty: 2963.672363
	Iteration 45Q: 3 clusters Score -1146863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1146864.500000 Penalty: 2963.672363
	Iteration 46Q: 3 clusters Score -1146864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1146867.250000 Penalty: 2963.672363
	Iteration 47Q: 3 clusters Score -1146867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1146870.500000 Penalty: 2963.672363
	Iteration 48Q: 3 clusters Score -1146870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1146875.250000 Penalty: 2963.672363
	Iteration 49Q: 3 clusters Score -1146875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1146878.125000 Penalty: 2963.672363
	Iteration 50Q: 3 clusters Score -1146878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1146881.625000 Penalty: 2963.672363
	Iteration 51Q: 3 clusters Score -1146882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1146888.000000 Penalty: 2963.672363
	Iteration 52Q: 3 clusters Score -1146888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1146894.750000 Penalty: 2963.672363
	Iteration 53Q: 3 clusters Score -1146895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1146903.000000 Penalty: 2963.672363
	Iteration 54Q: 3 clusters Score -1146903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1146909.125000 Penalty: 2963.672363
	Iteration 55Q: 3 clusters Score -1146909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1146916.375000 Penalty: 2963.672363
	Iteration 56Q: 3 clusters Score -1146916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1146924.000000 Penalty: 2963.672363
	Iteration 57Q: 3 clusters Score -1146924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1146923.000000 Penalty: 2963.672363
	Iteration 58Q: 3 clusters Score -1146923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1146927.625000 Penalty: 2963.672363
	Iteration 59Q: 3 clusters Score -1146928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1146931.875000 Penalty: 2963.672363
	Iteration 60F: 3 clusters Score -1146932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1146932.500000 Penalty: 2963.672363
	Iteration 61Q: 3 clusters Score -1146932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1146934.500000 Penalty: 2963.672363
	Iteration 62Q: 3 clusters Score -1146934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1146936.875000 Penalty: 2963.672363
	Iteration 63Q: 3 clusters Score -1146937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1146943.250000 Penalty: 2963.672363
	Iteration 64Q: 3 clusters Score -1146943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1146947.875000 Penalty: 2963.672363
	Iteration 65Q: 3 clusters Score -1146948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1146952.000000 Penalty: 2963.672363
	Iteration 66Q: 3 clusters Score -1146952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1146951.750000 Penalty: 2963.672363
	Iteration 67Q: 3 clusters Score -1146952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1146953.250000 Penalty: 2963.672363
	Iteration 68Q: 3 clusters Score -1146953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1146952.625000 Penalty: 2963.672363
	Iteration 69Q: 3 clusters Score -1146953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1146952.625000 Penalty: 2963.672363
	Iteration 70F: 3 clusters Score -1146953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -352202.156250 Penalty: 1299.838623
	Iteration 0F: 2 clusters Score -352202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -349492.843750 Penalty: 2599.677246
	Iteration 0F: 3 clusters Score -349492.8 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -350329.562500 Penalty: 2599.677246
	Iteration 1F: 3 clusters Score -350329.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -350681.531250 Penalty: 2599.677246
	Iteration 2F: 3 clusters Score -350681.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -351038.593750 Penalty: 2599.677246
	Iteration 3F: 3 clusters Score -351038.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -351378.625000 Penalty: 2599.677246
	Iteration 4F: 3 clusters Score -351378.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -351631.812500 Penalty: 2599.677246
	Iteration 5F: 3 clusters Score -351631.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -351811.093750 Penalty: 2599.677246
	Iteration 6F: 3 clusters Score -351811.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -351902.906250 Penalty: 2599.677246
	Iteration 7Q: 3 clusters Score -351902.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -351949.187500 Penalty: 2599.677246
	Iteration 8Q: 3 clusters Score -351949.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -351976.531250 Penalty: 2599.677246
	Iteration 9Q: 3 clusters Score -351976.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -351991.625000 Penalty: 2599.677246
	Iteration 10Q: 3 clusters Score -351991.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -352005.093750 Penalty: 2599.677246
	Iteration 11Q: 3 clusters Score -352005.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -352011.656250 Penalty: 2599.677246
	Iteration 12Q: 3 clusters Score -352011.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -352014.937500 Penalty: 2599.677246
	Iteration 13Q: 3 clusters Score -352014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -352015.156250 Penalty: 2599.677246
	Iteration 14Q: 3 clusters Score -352015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -352016.031250 Penalty: 2599.677246
	Iteration 15Q: 3 clusters Score -352016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -352016.031250 Penalty: 2599.677246
	Iteration 16F: 3 clusters Score -352016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Entering Unmasked Estep 
Score: -4695781.500000 Penalty: 1703.699585
	Iteration 0F: 2 clusters Score -4695782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -4671849.000000 Penalty: 3407.399170
	Iteration 0F: 3 clusters Score -4671849 nChanged 16559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4681220.000000 Penalty: 3407.399170
	Iteration 1F: 3 clusters Score -4681220 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -4681884.000000 Penalty: 3407.399170
	Iteration 2Q: 3 clusters Score -4681884 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4682654.500000 Penalty: 3407.399170
	Iteration 3F: 3 clusters Score -4682654 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4683869.000000 Penalty: 3407.399170
	Iteration 4F: 3 clusters Score -4683869 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4685638.500000 Penalty: 3407.399170
	Iteration 5F: 3 clusters Score -4685638 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4687982.000000 Penalty: 3407.399170
	Iteration 6F: 3 clusters Score -4687982 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4690445.000000 Penalty: 3407.399170
	Iteration 7F: 3 clusters Score -4690445 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4692361.000000 Penalty: 3407.399170
	Iteration 8F: 3 clusters Score -4692361 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4693424.000000 Penalty: 3407.399170
	Iteration 9Q: 3 clusters Score -4693424 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4693908.500000 Penalty: 3407.399170
	Iteration 10Q: 3 clusters Score -4693908 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4694098.500000 Penalty: 3407.399170
	Iteration 11Q: 3 clusters Score -4694098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4694191.500000 Penalty: 3407.399170
	Iteration 12Q: 3 clusters Score -4694192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4694240.000000 Penalty: 3407.399170
	Iteration 13Q: 3 clusters Score -4694240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4694264.500000 Penalty: 3407.399170
	Iteration 14Q: 3 clusters Score -4694264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4694278.500000 Penalty: 3407.399170
	Iteration 15Q: 3 clusters Score -4694278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4694287.000000 Penalty: 3407.399170
	Iteration 16Q: 3 clusters Score -4694287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4694300.500000 Penalty: 3407.399170
	Iteration 17Q: 3 clusters Score -4694300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4694315.500000 Penalty: 3407.399170
	Iteration 18Q: 3 clusters Score -4694316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4694319.000000 Penalty: 3407.399170
	Iteration 19Q: 3 clusters Score -4694319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4694322.000000 Penalty: 3407.399170
	Iteration 20F: 3 clusters Score -4694322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4694324.500000 Penalty: 3407.399170
	Iteration 21Q: 3 clusters Score -4694324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4694329.500000 Penalty: 3407.399170
	Iteration 22Q: 3 clusters Score -4694330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4694330.000000 Penalty: 3407.399170
	Iteration 23Q: 3 clusters Score -4694330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4694330.000000 Penalty: 3407.399170
	Iteration 24F: 3 clusters Score -4694330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -46169.378906 Penalty: 994.548340
	Iteration 0F: 2 clusters Score -46169.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45245.062500 Penalty: 1989.096680
	Iteration 0F: 3 clusters Score -45245.06 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45425.878906 Penalty: 1989.096680
	Iteration 1F: 3 clusters Score -45425.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45465.613281 Penalty: 1989.096680
	Iteration 2F: 3 clusters Score -45465.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45476.261719 Penalty: 1989.096680
	Iteration 3Q: 3 clusters Score -45476.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45513.417969 Penalty: 1989.096680
	Iteration 4Q: 3 clusters Score -45513.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45529.589844 Penalty: 1989.096680
	Iteration 5Q: 3 clusters Score -45529.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45538.292969 Penalty: 1989.096680
	Iteration 6Q: 3 clusters Score -45538.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45556.316406 Penalty: 1989.096680
	Iteration 7Q: 3 clusters Score -45556.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45604.054688 Penalty: 1989.096680
	Iteration 8Q: 3 clusters Score -45604.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45672.878906 Penalty: 1989.096680
	Iteration 9F: 3 clusters Score -45672.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45859.839844 Penalty: 1989.096680
	Iteration 10F: 3 clusters Score -45859.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -46007.203125 Penalty: 1989.096680
	Iteration 11F: 3 clusters Score -46007.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -46192.867188 Penalty: 1989.096680
	Iteration 12Q: 3 clusters Score -46192.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -46237.585938 Penalty: 1989.096680
	Iteration 13Q: 3 clusters Score -46237.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -46247.074219 Penalty: 1989.096680
	Iteration 14Q: 3 clusters Score -46247.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -46261.417969 Penalty: 1989.096680
	Iteration 15Q: 3 clusters Score -46261.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -46261.417969 Penalty: 1989.096680
	Iteration 16F: 3 clusters Score -46261.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23267 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 9127 members 
Mstep: Class 6 contains 2978 members 
Mstep: Class 7 contains 35750 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 29984 members 
Mstep: Class 10 contains 68 members 
Mstep: Class 11 contains 25672 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 16549 members 
Mstep: Class 15 contains 122727 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 53348 members 
Mstep: Class 18 contains 62131 members 
Mstep: Class 19 contains 7309 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 454 members 
Entering Unmasked Estep 
Score: -53932368.000000 Penalty: 42073.230469
Splitting cluster 8 changes total score from -53933136.000000 to -53932368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (29984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Entering Unmasked Estep 
Score: -3946289.500000 Penalty: 1675.118164
	Iteration 0F: 2 clusters Score -3946290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3926230.000000 Penalty: 3350.236328
	Iteration 0F: 3 clusters Score -3926230 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3933620.250000 Penalty: 3350.236328
	Iteration 1F: 3 clusters Score -3933620 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3933951.750000 Penalty: 3350.236328
	Iteration 2Q: 3 clusters Score -3933952 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3934286.250000 Penalty: 3350.236328
	Iteration 3Q: 3 clusters Score -3934286 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3934609.250000 Penalty: 3350.236328
	Iteration 4Q: 3 clusters Score -3934609 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3934942.500000 Penalty: 3350.236328
	Iteration 5Q: 3 clusters Score -3934942 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3935325.500000 Penalty: 3350.236328
	Iteration 6Q: 3 clusters Score -3935326 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3935838.250000 Penalty: 3350.236328
	Iteration 7Q: 3 clusters Score -3935838 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3936530.500000 Penalty: 3350.236328
	Iteration 8Q: 3 clusters Score -3936530 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3937619.750000 Penalty: 3350.236328
	Iteration 9F: 3 clusters Score -3937620 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3938978.750000 Penalty: 3350.236328
	Iteration 10F: 3 clusters Score -3938979 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3940470.000000 Penalty: 3350.236328
	Iteration 11F: 3 clusters Score -3940470 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3941711.500000 Penalty: 3350.236328
	Iteration 12Q: 3 clusters Score -3941712 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3942484.750000 Penalty: 3350.236328
	Iteration 13Q: 3 clusters Score -3942485 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3942993.750000 Penalty: 3350.236328
	Iteration 14Q: 3 clusters Score -3942994 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3943326.500000 Penalty: 3350.236328
	Iteration 15Q: 3 clusters Score -3943326 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3943599.250000 Penalty: 3350.236328
	Iteration 16Q: 3 clusters Score -3943599 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3943799.500000 Penalty: 3350.236328
	Iteration 17Q: 3 clusters Score -3943800 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3943986.000000 Penalty: 3350.236328
	Iteration 18Q: 3 clusters Score -3943986 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3944121.250000 Penalty: 3350.236328
	Iteration 19Q: 3 clusters Score -3944121 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3944256.000000 Penalty: 3350.236328
	Iteration 20F: 3 clusters Score -3944256 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3944364.000000 Penalty: 3350.236328
	Iteration 21Q: 3 clusters Score -3944364 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3944452.000000 Penalty: 3350.236328
	Iteration 22Q: 3 clusters Score -3944452 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -3944549.500000 Penalty: 3350.236328
	Iteration 23Q: 3 clusters Score -3944550 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3944614.000000 Penalty: 3350.236328
	Iteration 24Q: 3 clusters Score -3944614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3944674.500000 Penalty: 3350.236328
	Iteration 25Q: 3 clusters Score -3944674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -3944739.750000 Penalty: 3350.236328
	Iteration 26Q: 3 clusters Score -3944740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3944789.000000 Penalty: 3350.236328
	Iteration 27Q: 3 clusters Score -3944789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3944814.500000 Penalty: 3350.236328
	Iteration 28Q: 3 clusters Score -3944814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3944835.000000 Penalty: 3350.236328
	Iteration 29Q: 3 clusters Score -3944835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3944853.750000 Penalty: 3350.236328
	Iteration 30Q: 3 clusters Score -3944854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3944869.250000 Penalty: 3350.236328
	Iteration 31Q: 3 clusters Score -3944869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -3944876.500000 Penalty: 3350.236328
	Iteration 32Q: 3 clusters Score -3944876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3944882.500000 Penalty: 3350.236328
	Iteration 33Q: 3 clusters Score -3944882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3944895.000000 Penalty: 3350.236328
	Iteration 34Q: 3 clusters Score -3944895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3944900.750000 Penalty: 3350.236328
	Iteration 35Q: 3 clusters Score -3944901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3944912.750000 Penalty: 3350.236328
	Iteration 36Q: 3 clusters Score -3944913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3944915.500000 Penalty: 3350.236328
	Iteration 37Q: 3 clusters Score -3944916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3944919.000000 Penalty: 3350.236328
	Iteration 38Q: 3 clusters Score -3944919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3944919.250000 Penalty: 3350.236328
	Iteration 39Q: 3 clusters Score -3944919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3944920.750000 Penalty: 3350.236328
	Iteration 40F: 3 clusters Score -3944921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3944925.500000 Penalty: 3350.236328
	Iteration 41Q: 3 clusters Score -3944926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3944926.000000 Penalty: 3350.236328
	Iteration 42Q: 3 clusters Score -3944926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3944926.500000 Penalty: 3350.236328
	Iteration 43Q: 3 clusters Score -3944926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3944930.500000 Penalty: 3350.236328
	Iteration 44Q: 3 clusters Score -3944930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3944937.500000 Penalty: 3350.236328
	Iteration 45Q: 3 clusters Score -3944938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3944934.000000 Penalty: 3350.236328
	Iteration 46Q: 3 clusters Score -3944934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3944941.000000 Penalty: 3350.236328
	Iteration 47Q: 3 clusters Score -3944941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3944942.500000 Penalty: 3350.236328
	Iteration 48Q: 3 clusters Score -3944942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3944942.500000 Penalty: 3350.236328
	Iteration 49F: 3 clusters Score -3944942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Entering Unmasked Estep 
Score: -3369620.750000 Penalty: 1649.887939
	Iteration 0F: 2 clusters Score -3369621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3352259.750000 Penalty: 3299.775879
	Iteration 0F: 3 clusters Score -3352260 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3358537.500000 Penalty: 3299.775879
	Iteration 1F: 3 clusters Score -3358538 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3358921.750000 Penalty: 3299.775879
	Iteration 2Q: 3 clusters Score -3358922 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3359361.000000 Penalty: 3299.775879
	Iteration 3Q: 3 clusters Score -3359361 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3359947.000000 Penalty: 3299.775879
	Iteration 4Q: 3 clusters Score -3359947 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3360827.250000 Penalty: 3299.775879
	Iteration 5F: 3 clusters Score -3360827 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3362074.750000 Penalty: 3299.775879
	Iteration 6F: 3 clusters Score -3362075 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3363828.500000 Penalty: 3299.775879
	Iteration 7F: 3 clusters Score -3363828 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3365702.750000 Penalty: 3299.775879
	Iteration 8F: 3 clusters Score -3365703 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3367252.500000 Penalty: 3299.775879
	Iteration 9F: 3 clusters Score -3367252 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3368148.750000 Penalty: 3299.775879
	Iteration 10Q: 3 clusters Score -3368149 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3368723.250000 Penalty: 3299.775879
	Iteration 11Q: 3 clusters Score -3368723 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3369069.500000 Penalty: 3299.775879
	Iteration 12Q: 3 clusters Score -3369070 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3369290.750000 Penalty: 3299.775879
	Iteration 13Q: 3 clusters Score -3369291 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3369434.500000 Penalty: 3299.775879
	Iteration 14Q: 3 clusters Score -3369434 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3369537.250000 Penalty: 3299.775879
	Iteration 15Q: 3 clusters Score -3369537 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3369599.750000 Penalty: 3299.775879
	Iteration 16Q: 3 clusters Score -3369600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3369654.000000 Penalty: 3299.775879
	Iteration 17Q: 3 clusters Score -3369654 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3369682.500000 Penalty: 3299.775879
	Iteration 18Q: 3 clusters Score -3369682 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3369705.750000 Penalty: 3299.775879
	Iteration 19Q: 3 clusters Score -3369706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3369719.000000 Penalty: 3299.775879
	Iteration 20F: 3 clusters Score -3369719 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3369723.000000 Penalty: 3299.775879
	Iteration 21Q: 3 clusters Score -3369723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3369733.500000 Penalty: 3299.775879
	Iteration 22Q: 3 clusters Score -3369734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3369739.000000 Penalty: 3299.775879
	Iteration 23Q: 3 clusters Score -3369739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3369746.500000 Penalty: 3299.775879
	Iteration 24Q: 3 clusters Score -3369746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3369747.000000 Penalty: 3299.775879
	Iteration 25Q: 3 clusters Score -3369747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3369751.750000 Penalty: 3299.775879
	Iteration 26Q: 3 clusters Score -3369752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3369748.750000 Penalty: 3299.775879
	Iteration 27Q: 3 clusters Score -3369749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3369759.500000 Penalty: 3299.775879
	Iteration 28Q: 3 clusters Score -3369760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3369762.500000 Penalty: 3299.775879
	Iteration 29Q: 3 clusters Score -3369762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3369759.750000 Penalty: 3299.775879
	Iteration 30Q: 3 clusters Score -3369760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3369752.000000 Penalty: 3299.775879
	Iteration 31Q: 3 clusters Score -3369752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3369754.500000 Penalty: 3299.775879
	Iteration 32Q: 3 clusters Score -3369754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3369762.000000 Penalty: 3299.775879
	Iteration 33Q: 3 clusters Score -3369762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3369760.500000 Penalty: 3299.775879
	Iteration 34Q: 3 clusters Score -3369760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3369766.750000 Penalty: 3299.775879
	Iteration 35Q: 3 clusters Score -3369767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3369763.250000 Penalty: 3299.775879
	Iteration 36Q: 3 clusters Score -3369763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3369761.000000 Penalty: 3299.775879
	Iteration 37Q: 3 clusters Score -3369761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3369761.000000 Penalty: 3299.775879
	Iteration 38F: 3 clusters Score -3369761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23267 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 9127 members 
Mstep: Class 6 contains 2978 members 
Mstep: Class 7 contains 35750 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 29984 members 
Mstep: Class 10 contains 8345 members 
Mstep: Class 11 contains 17327 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 16549 members 
Mstep: Class 15 contains 122727 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 53348 members 
Mstep: Class 18 contains 62131 members 
Mstep: Class 19 contains 7309 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 454 members 
Entering Unmasked Estep 
Score: -53933136.000000 Penalty: 42073.230469
Splitting cluster 11 changes total score from -53933136.000000 to -53933136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -274666.531250 Penalty: 1245.074585
	Iteration 0F: 2 clusters Score -274666.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -272506.625000 Penalty: 2490.149170
	Iteration 0F: 3 clusters Score -272506.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -273033.781250 Penalty: 2490.149170
	Iteration 1F: 3 clusters Score -273033.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -273186.625000 Penalty: 2490.149170
	Iteration 2F: 3 clusters Score -273186.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -273293.750000 Penalty: 2490.149170
	Iteration 3F: 3 clusters Score -273293.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -273377.187500 Penalty: 2490.149170
	Iteration 4F: 3 clusters Score -273377.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -273437.937500 Penalty: 2490.149170
	Iteration 5Q: 3 clusters Score -273437.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -273492.156250 Penalty: 2490.149170
	Iteration 6Q: 3 clusters Score -273492.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -273530.312500 Penalty: 2490.149170
	Iteration 7Q: 3 clusters Score -273530.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -273557.281250 Penalty: 2490.149170
	Iteration 8Q: 3 clusters Score -273557.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -273582.500000 Penalty: 2490.149170
	Iteration 9Q: 3 clusters Score -273582.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -273604.218750 Penalty: 2490.149170
	Iteration 10Q: 3 clusters Score -273604.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273627.000000 Penalty: 2490.149170
	Iteration 11Q: 3 clusters Score -273627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -273642.468750 Penalty: 2490.149170
	Iteration 12Q: 3 clusters Score -273642.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -273655.531250 Penalty: 2490.149170
	Iteration 13Q: 3 clusters Score -273655.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -273663.656250 Penalty: 2490.149170
	Iteration 14Q: 3 clusters Score -273663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -273664.875000 Penalty: 2490.149170
	Iteration 15Q: 3 clusters Score -273664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -273665.875000 Penalty: 2490.149170
	Iteration 16Q: 3 clusters Score -273665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -273666.093750 Penalty: 2490.149170
	Iteration 17Q: 3 clusters Score -273666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -273667.000000 Penalty: 2490.149170
	Iteration 18Q: 3 clusters Score -273667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -273667.000000 Penalty: 2490.149170
	Iteration 19F: 3 clusters Score -273667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Entering Unmasked Estep 
Score: -2187245.250000 Penalty: 1578.538086
	Iteration 0F: 2 clusters Score -2187245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2175767.250000 Penalty: 3157.076172
	Iteration 0F: 3 clusters Score -2175767 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2179720.750000 Penalty: 3157.076172
	Iteration 1F: 3 clusters Score -2179721 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2180011.500000 Penalty: 3157.076172
	Iteration 2Q: 3 clusters Score -2180012 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2180310.750000 Penalty: 3157.076172
	Iteration 3Q: 3 clusters Score -2180311 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2180649.250000 Penalty: 3157.076172
	Iteration 4Q: 3 clusters Score -2180649 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2181083.250000 Penalty: 3157.076172
	Iteration 5Q: 3 clusters Score -2181083 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2181671.750000 Penalty: 3157.076172
	Iteration 6F: 3 clusters Score -2181672 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2182378.500000 Penalty: 3157.076172
	Iteration 7F: 3 clusters Score -2182378 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2183185.250000 Penalty: 3157.076172
	Iteration 8F: 3 clusters Score -2183185 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2183966.250000 Penalty: 3157.076172
	Iteration 9F: 3 clusters Score -2183966 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2184671.000000 Penalty: 3157.076172
	Iteration 10F: 3 clusters Score -2184671 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2185135.750000 Penalty: 3157.076172
	Iteration 11Q: 3 clusters Score -2185136 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2185449.000000 Penalty: 3157.076172
	Iteration 12Q: 3 clusters Score -2185449 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2185630.000000 Penalty: 3157.076172
	Iteration 13Q: 3 clusters Score -2185630 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2185728.500000 Penalty: 3157.076172
	Iteration 14Q: 3 clusters Score -2185728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2185789.250000 Penalty: 3157.076172
	Iteration 15Q: 3 clusters Score -2185789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2185833.250000 Penalty: 3157.076172
	Iteration 16Q: 3 clusters Score -2185833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2185866.250000 Penalty: 3157.076172
	Iteration 17Q: 3 clusters Score -2185866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2185892.250000 Penalty: 3157.076172
	Iteration 18Q: 3 clusters Score -2185892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2185900.250000 Penalty: 3157.076172
	Iteration 19Q: 3 clusters Score -2185900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2185909.750000 Penalty: 3157.076172
	Iteration 20F: 3 clusters Score -2185910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2185918.250000 Penalty: 3157.076172
	Iteration 21Q: 3 clusters Score -2185918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2185924.000000 Penalty: 3157.076172
	Iteration 22Q: 3 clusters Score -2185924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2185925.250000 Penalty: 3157.076172
	Iteration 23Q: 3 clusters Score -2185925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2185925.250000 Penalty: 3157.076172
	Iteration 24F: 3 clusters Score -2185925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Entering Unmasked Estep 
Score: -16137304.000000 Penalty: 1904.129150
	Iteration 0F: 2 clusters Score -1.61373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -16071867.000000 Penalty: 3808.258301
	Iteration 0F: 3 clusters Score -1.607187e+07 nChanged 58939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -16106393.000000 Penalty: 3808.258301
	Iteration 1F: 3 clusters Score -1.610639e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -16107399.000000 Penalty: 3808.258301
	Iteration 2Q: 3 clusters Score -1.61074e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 61103 members 
Entering Unmasked Estep 
Score: -16108733.000000 Penalty: 3808.258301
	Iteration 3Q: 3 clusters Score -1.610873e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -16110523.000000 Penalty: 3808.258301
	Iteration 4Q: 3 clusters Score -1.611052e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -16113395.000000 Penalty: 3808.258301
	Iteration 5Q: 3 clusters Score -1.61134e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -16117353.000000 Penalty: 3808.258301
	Iteration 6F: 3 clusters Score -1.611735e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -16122602.000000 Penalty: 3808.258301
	Iteration 7F: 3 clusters Score -1.61226e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -16126872.000000 Penalty: 3808.258301
	Iteration 8F: 3 clusters Score -1.612687e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -16129149.000000 Penalty: 3808.258301
	Iteration 9Q: 3 clusters Score -1.612915e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -16129855.000000 Penalty: 3808.258301
	Iteration 10Q: 3 clusters Score -1.612986e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -16130071.000000 Penalty: 3808.258301
	Iteration 11Q: 3 clusters Score -1.613007e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -16130218.000000 Penalty: 3808.258301
	Iteration 12Q: 3 clusters Score -1.613022e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -16130224.000000 Penalty: 3808.258301
	Iteration 13Q: 3 clusters Score -1.613022e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -16130318.000000 Penalty: 3808.258301
	Iteration 14Q: 3 clusters Score -1.613032e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -16130298.000000 Penalty: 3808.258301
	Iteration 15Q: 3 clusters Score -1.61303e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -16130261.000000 Penalty: 3808.258301
	Iteration 16Q: 3 clusters Score -1.613026e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -16130271.000000 Penalty: 3808.258301
	Iteration 17Q: 3 clusters Score -1.613027e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -16130241.000000 Penalty: 3808.258301
	Iteration 18Q: 3 clusters Score -1.613024e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -16130248.000000 Penalty: 3808.258301
	Iteration 19Q: 3 clusters Score -1.613025e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -16130257.000000 Penalty: 3808.258301
	Iteration 20F: 3 clusters Score -1.613026e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -16130336.000000 Penalty: 3808.258301
	Iteration 21Q: 3 clusters Score -1.613034e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -16130382.000000 Penalty: 3808.258301
	Iteration 22Q: 3 clusters Score -1.613038e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -16130340.000000 Penalty: 3808.258301
	Iteration 23Q: 3 clusters Score -1.613034e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -16130347.000000 Penalty: 3808.258301
	Iteration 24Q: 3 clusters Score -1.613035e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -16130341.000000 Penalty: 3808.258301
	Iteration 25Q: 3 clusters Score -1.613034e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -16130399.000000 Penalty: 3808.258301
	Iteration 26Q: 3 clusters Score -1.61304e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -16130421.000000 Penalty: 3808.258301
	Iteration 27Q: 3 clusters Score -1.613042e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -16130507.000000 Penalty: 3808.258301
	Iteration 28Q: 3 clusters Score -1.613051e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -16130645.000000 Penalty: 3808.258301
	Iteration 29Q: 3 clusters Score -1.613064e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -16130736.000000 Penalty: 3808.258301
	Iteration 30Q: 3 clusters Score -1.613074e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -16130920.000000 Penalty: 3808.258301
	Iteration 31Q: 3 clusters Score -1.613092e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -16131000.000000 Penalty: 3808.258301
	Iteration 32Q: 3 clusters Score -1.6131e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -16131122.000000 Penalty: 3808.258301
	Iteration 33Q: 3 clusters Score -1.613112e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -16131207.000000 Penalty: 3808.258301
	Iteration 34Q: 3 clusters Score -1.613121e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -16131298.000000 Penalty: 3808.258301
	Iteration 35Q: 3 clusters Score -1.61313e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -16131426.000000 Penalty: 3808.258301
	Iteration 36Q: 3 clusters Score -1.613143e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -16131596.000000 Penalty: 3808.258301
	Iteration 37Q: 3 clusters Score -1.61316e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -16131803.000000 Penalty: 3808.258301
	Iteration 38Q: 3 clusters Score -1.61318e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -16131841.000000 Penalty: 3808.258301
	Iteration 39Q: 3 clusters Score -1.613184e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -16132038.000000 Penalty: 3808.258301
	Iteration 40F: 3 clusters Score -1.613204e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -16132169.000000 Penalty: 3808.258301
	Iteration 41Q: 3 clusters Score -1.613217e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -16132424.000000 Penalty: 3808.258301
	Iteration 42Q: 3 clusters Score -1.613242e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -16132638.000000 Penalty: 3808.258301
	Iteration 43Q: 3 clusters Score -1.613264e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -16132766.000000 Penalty: 3808.258301
	Iteration 44Q: 3 clusters Score -1.613277e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -16132996.000000 Penalty: 3808.258301
	Iteration 45Q: 3 clusters Score -1.6133e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -16133103.000000 Penalty: 3808.258301
	Iteration 46Q: 3 clusters Score -1.61331e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -16133310.000000 Penalty: 3808.258301
	Iteration 47Q: 3 clusters Score -1.613331e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -16133400.000000 Penalty: 3808.258301
	Iteration 48Q: 3 clusters Score -1.61334e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -16133525.000000 Penalty: 3808.258301
	Iteration 49Q: 3 clusters Score -1.613352e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -16133630.000000 Penalty: 3808.258301
	Iteration 50Q: 3 clusters Score -1.613363e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -16133706.000000 Penalty: 3808.258301
	Iteration 51Q: 3 clusters Score -1.613371e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -16133797.000000 Penalty: 3808.258301
	Iteration 52Q: 3 clusters Score -1.61338e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -16133848.000000 Penalty: 3808.258301
	Iteration 53Q: 3 clusters Score -1.613385e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -16133940.000000 Penalty: 3808.258301
	Iteration 54Q: 3 clusters Score -1.613394e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -16134028.000000 Penalty: 3808.258301
	Iteration 55Q: 3 clusters Score -1.613403e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -16134199.000000 Penalty: 3808.258301
	Iteration 56Q: 3 clusters Score -1.61342e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -16134296.000000 Penalty: 3808.258301
	Iteration 57Q: 3 clusters Score -1.61343e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -16134362.000000 Penalty: 3808.258301
	Iteration 58Q: 3 clusters Score -1.613436e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66938 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -16134385.000000 Penalty: 3808.258301
	Iteration 59Q: 3 clusters Score -1.613438e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -16134465.000000 Penalty: 3808.258301
	Iteration 60F: 3 clusters Score -1.613446e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -16134551.000000 Penalty: 3808.258301
	Iteration 61Q: 3 clusters Score -1.613455e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -16134682.000000 Penalty: 3808.258301
	Iteration 62Q: 3 clusters Score -1.613468e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -16134793.000000 Penalty: 3808.258301
	Iteration 63Q: 3 clusters Score -1.613479e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -16134834.000000 Penalty: 3808.258301
	Iteration 64Q: 3 clusters Score -1.613483e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -16134913.000000 Penalty: 3808.258301
	Iteration 65Q: 3 clusters Score -1.613491e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -16135017.000000 Penalty: 3808.258301
	Iteration 66Q: 3 clusters Score -1.613502e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -16135111.000000 Penalty: 3808.258301
	Iteration 67Q: 3 clusters Score -1.613511e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -16135191.000000 Penalty: 3808.258301
	Iteration 68Q: 3 clusters Score -1.613519e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -16135259.000000 Penalty: 3808.258301
	Iteration 69Q: 3 clusters Score -1.613526e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -16135396.000000 Penalty: 3808.258301
	Iteration 70Q: 3 clusters Score -1.61354e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -16135451.000000 Penalty: 3808.258301
	Iteration 71Q: 3 clusters Score -1.613545e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -16135533.000000 Penalty: 3808.258301
	Iteration 72Q: 3 clusters Score -1.613553e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -16135597.000000 Penalty: 3808.258301
	Iteration 73Q: 3 clusters Score -1.61356e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -16135635.000000 Penalty: 3808.258301
	Iteration 74Q: 3 clusters Score -1.613564e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -16135739.000000 Penalty: 3808.258301
	Iteration 75Q: 3 clusters Score -1.613574e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -16135804.000000 Penalty: 3808.258301
	Iteration 76Q: 3 clusters Score -1.61358e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -16135952.000000 Penalty: 3808.258301
	Iteration 77Q: 3 clusters Score -1.613595e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -16136025.000000 Penalty: 3808.258301
	Iteration 78Q: 3 clusters Score -1.613602e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -16136132.000000 Penalty: 3808.258301
	Iteration 79Q: 3 clusters Score -1.613613e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -16136273.000000 Penalty: 3808.258301
	Iteration 80F: 3 clusters Score -1.613627e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -16136363.000000 Penalty: 3808.258301
	Iteration 81Q: 3 clusters Score -1.613636e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -16136461.000000 Penalty: 3808.258301
	Iteration 82Q: 3 clusters Score -1.613646e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -16136600.000000 Penalty: 3808.258301
	Iteration 83Q: 3 clusters Score -1.61366e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -16136719.000000 Penalty: 3808.258301
	Iteration 84Q: 3 clusters Score -1.613672e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -16136774.000000 Penalty: 3808.258301
	Iteration 85Q: 3 clusters Score -1.613677e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -16136793.000000 Penalty: 3808.258301
	Iteration 86Q: 3 clusters Score -1.613679e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -16136882.000000 Penalty: 3808.258301
	Iteration 87Q: 3 clusters Score -1.613688e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -16136969.000000 Penalty: 3808.258301
	Iteration 88Q: 3 clusters Score -1.613697e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -16137094.000000 Penalty: 3808.258301
	Iteration 89Q: 3 clusters Score -1.613709e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -16137218.000000 Penalty: 3808.258301
	Iteration 90Q: 3 clusters Score -1.613722e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -16137301.000000 Penalty: 3808.258301
	Iteration 91Q: 3 clusters Score -1.61373e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -16137350.000000 Penalty: 3808.258301
	Iteration 92Q: 3 clusters Score -1.613735e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -16137472.000000 Penalty: 3808.258301
	Iteration 93Q: 3 clusters Score -1.613747e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -16137569.000000 Penalty: 3808.258301
	Iteration 94Q: 3 clusters Score -1.613757e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -16137586.000000 Penalty: 3808.258301
	Iteration 95Q: 3 clusters Score -1.613759e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -16137702.000000 Penalty: 3808.258301
	Iteration 96Q: 3 clusters Score -1.61377e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -16137754.000000 Penalty: 3808.258301
	Iteration 97Q: 3 clusters Score -1.613775e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -16137813.000000 Penalty: 3808.258301
	Iteration 98Q: 3 clusters Score -1.613781e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -16137867.000000 Penalty: 3808.258301
	Iteration 99Q: 3 clusters Score -1.613787e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -16137846.000000 Penalty: 3808.258301
	Iteration 100F: 3 clusters Score -1.613785e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -16137894.000000 Penalty: 3808.258301
	Iteration 101Q: 3 clusters Score -1.613789e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -16137961.000000 Penalty: 3808.258301
	Iteration 102Q: 3 clusters Score -1.613796e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -16137974.000000 Penalty: 3808.258301
	Iteration 103Q: 3 clusters Score -1.613797e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -16137996.000000 Penalty: 3808.258301
	Iteration 104Q: 3 clusters Score -1.6138e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -16137970.000000 Penalty: 3808.258301
	Iteration 105Q: 3 clusters Score -1.613797e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -16138009.000000 Penalty: 3808.258301
	Iteration 106Q: 3 clusters Score -1.613801e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -16137978.000000 Penalty: 3808.258301
	Iteration 107Q: 3 clusters Score -1.613798e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -16137959.000000 Penalty: 3808.258301
	Iteration 108Q: 3 clusters Score -1.613796e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -16137991.000000 Penalty: 3808.258301
	Iteration 109Q: 3 clusters Score -1.613799e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 62891 members 
Entering Unmasked Estep 
Score: -16137951.000000 Penalty: 3808.258301
	Iteration 110Q: 3 clusters Score -1.613795e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -16137926.000000 Penalty: 3808.258301
	Iteration 111Q: 3 clusters Score -1.613793e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -16137963.000000 Penalty: 3808.258301
	Iteration 112Q: 3 clusters Score -1.613796e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -16137948.000000 Penalty: 3808.258301
	Iteration 113Q: 3 clusters Score -1.613795e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -16137908.000000 Penalty: 3808.258301
	Iteration 114Q: 3 clusters Score -1.613791e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -16137893.000000 Penalty: 3808.258301
	Iteration 115Q: 3 clusters Score -1.613789e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -16137910.000000 Penalty: 3808.258301
	Iteration 116Q: 3 clusters Score -1.613791e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -16137910.000000 Penalty: 3808.258301
	Iteration 117Q: 3 clusters Score -1.613791e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -16137922.000000 Penalty: 3808.258301
	Iteration 118Q: 3 clusters Score -1.613792e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -16137936.000000 Penalty: 3808.258301
	Iteration 119Q: 3 clusters Score -1.613794e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -16137959.000000 Penalty: 3808.258301
	Iteration 120F: 3 clusters Score -1.613796e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -16137944.000000 Penalty: 3808.258301
	Iteration 121Q: 3 clusters Score -1.613794e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -16137970.000000 Penalty: 3808.258301
	Iteration 122Q: 3 clusters Score -1.613797e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -16137995.000000 Penalty: 3808.258301
	Iteration 123Q: 3 clusters Score -1.6138e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -16137993.000000 Penalty: 3808.258301
	Iteration 124Q: 3 clusters Score -1.613799e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -16137963.000000 Penalty: 3808.258301
	Iteration 125Q: 3 clusters Score -1.613796e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -16137964.000000 Penalty: 3808.258301
	Iteration 126Q: 3 clusters Score -1.613796e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -16137966.000000 Penalty: 3808.258301
	Iteration 127Q: 3 clusters Score -1.613797e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -16137964.000000 Penalty: 3808.258301
	Iteration 128Q: 3 clusters Score -1.613796e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -16137967.000000 Penalty: 3808.258301
	Iteration 129Q: 3 clusters Score -1.613797e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -16137960.000000 Penalty: 3808.258301
	Iteration 130Q: 3 clusters Score -1.613796e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -16137946.000000 Penalty: 3808.258301
	Iteration 131Q: 3 clusters Score -1.613795e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -16137947.000000 Penalty: 3808.258301
	Iteration 132Q: 3 clusters Score -1.613795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -16137950.000000 Penalty: 3808.258301
	Iteration 133Q: 3 clusters Score -1.613795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -16137957.000000 Penalty: 3808.258301
	Iteration 134Q: 3 clusters Score -1.613796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -16137960.000000 Penalty: 3808.258301
	Iteration 135Q: 3 clusters Score -1.613796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -16137951.000000 Penalty: 3808.258301
	Iteration 136Q: 3 clusters Score -1.613795e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -16137983.000000 Penalty: 3808.258301
	Iteration 137Q: 3 clusters Score -1.613798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -16137997.000000 Penalty: 3808.258301
	Iteration 138Q: 3 clusters Score -1.6138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -16138003.000000 Penalty: 3808.258301
	Iteration 139Q: 3 clusters Score -1.6138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -16137971.000000 Penalty: 3808.258301
	Iteration 140F: 3 clusters Score -1.613797e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -16137978.000000 Penalty: 3808.258301
	Iteration 141Q: 3 clusters Score -1.613798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -16137971.000000 Penalty: 3808.258301
	Iteration 142Q: 3 clusters Score -1.613797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -16137958.000000 Penalty: 3808.258301
	Iteration 143Q: 3 clusters Score -1.613796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -16137973.000000 Penalty: 3808.258301
	Iteration 144Q: 3 clusters Score -1.613797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -16137962.000000 Penalty: 3808.258301
	Iteration 145Q: 3 clusters Score -1.613796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -16137976.000000 Penalty: 3808.258301
	Iteration 146Q: 3 clusters Score -1.613798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -16137962.000000 Penalty: 3808.258301
	Iteration 147Q: 3 clusters Score -1.613796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -16137968.000000 Penalty: 3808.258301
	Iteration 148Q: 3 clusters Score -1.613797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -16137982.000000 Penalty: 3808.258301
	Iteration 149Q: 3 clusters Score -1.613798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -16137984.000000 Penalty: 3808.258301
	Iteration 150Q: 3 clusters Score -1.613798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -16137977.000000 Penalty: 3808.258301
	Iteration 151Q: 3 clusters Score -1.613798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -16137983.000000 Penalty: 3808.258301
	Iteration 152Q: 3 clusters Score -1.613798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -16137977.000000 Penalty: 3808.258301
	Iteration 153Q: 3 clusters Score -1.613798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -16137962.000000 Penalty: 3808.258301
	Iteration 154Q: 3 clusters Score -1.613796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -16137967.000000 Penalty: 3808.258301
	Iteration 155Q: 3 clusters Score -1.613797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -16137964.000000 Penalty: 3808.258301
	Iteration 156Q: 3 clusters Score -1.613796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -16137973.000000 Penalty: 3808.258301
	Iteration 157Q: 3 clusters Score -1.613797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -16137954.000000 Penalty: 3808.258301
	Iteration 158Q: 3 clusters Score -1.613795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -16137957.000000 Penalty: 3808.258301
	Iteration 159Q: 3 clusters Score -1.613796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -16137957.000000 Penalty: 3808.258301
	Iteration 160F: 3 clusters Score -1.613796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -16137971.000000 Penalty: 3808.258301
	Iteration 161Q: 3 clusters Score -1.613797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -16137969.000000 Penalty: 3808.258301
	Iteration 162Q: 3 clusters Score -1.613797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -16137969.000000 Penalty: 3808.258301
	Iteration 163Q: 3 clusters Score -1.613797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -16137969.000000 Penalty: 3808.258301
	Iteration 164Q: 3 clusters Score -1.613797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -16137960.000000 Penalty: 3808.258301
	Iteration 165Q: 3 clusters Score -1.613796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -16137968.000000 Penalty: 3808.258301
	Iteration 166Q: 3 clusters Score -1.613797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -16137960.000000 Penalty: 3808.258301
	Iteration 167Q: 3 clusters Score -1.613796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -16137942.000000 Penalty: 3808.258301
	Iteration 168Q: 3 clusters Score -1.613794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -16137945.000000 Penalty: 3808.258301
	Iteration 169Q: 3 clusters Score -1.613794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -16137942.000000 Penalty: 3808.258301
	Iteration 170Q: 3 clusters Score -1.613794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -16137938.000000 Penalty: 3808.258301
	Iteration 171Q: 3 clusters Score -1.613794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -16137947.000000 Penalty: 3808.258301
	Iteration 172Q: 3 clusters Score -1.613795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -16137933.000000 Penalty: 3808.258301
	Iteration 173Q: 3 clusters Score -1.613793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -16137948.000000 Penalty: 3808.258301
	Iteration 174Q: 3 clusters Score -1.613795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -16137964.000000 Penalty: 3808.258301
	Iteration 175Q: 3 clusters Score -1.613796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -16137955.000000 Penalty: 3808.258301
	Iteration 176Q: 3 clusters Score -1.613796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -16137933.000000 Penalty: 3808.258301
	Iteration 177Q: 3 clusters Score -1.613793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -16137941.000000 Penalty: 3808.258301
	Iteration 178Q: 3 clusters Score -1.613794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -16137927.000000 Penalty: 3808.258301
	Iteration 179Q: 3 clusters Score -1.613793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -16137929.000000 Penalty: 3808.258301
	Iteration 180F: 3 clusters Score -1.613793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -16137927.000000 Penalty: 3808.258301
	Iteration 181Q: 3 clusters Score -1.613793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -16137931.000000 Penalty: 3808.258301
	Iteration 182Q: 3 clusters Score -1.613793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -16137940.000000 Penalty: 3808.258301
	Iteration 183Q: 3 clusters Score -1.613794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -16137962.000000 Penalty: 3808.258301
	Iteration 184Q: 3 clusters Score -1.613796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -16137968.000000 Penalty: 3808.258301
	Iteration 185Q: 3 clusters Score -1.613797e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -16137970.000000 Penalty: 3808.258301
	Iteration 186Q: 3 clusters Score -1.613797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -16137978.000000 Penalty: 3808.258301
	Iteration 187Q: 3 clusters Score -1.613798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -16137973.000000 Penalty: 3808.258301
	Iteration 188Q: 3 clusters Score -1.613797e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -16137971.000000 Penalty: 3808.258301
	Iteration 189Q: 3 clusters Score -1.613797e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -16137963.000000 Penalty: 3808.258301
	Iteration 190Q: 3 clusters Score -1.613796e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -16137948.000000 Penalty: 3808.258301
	Iteration 191Q: 3 clusters Score -1.613795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -16137955.000000 Penalty: 3808.258301
	Iteration 192Q: 3 clusters Score -1.613796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -16137962.000000 Penalty: 3808.258301
	Iteration 193Q: 3 clusters Score -1.613796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -16137964.000000 Penalty: 3808.258301
	Iteration 194Q: 3 clusters Score -1.613796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -16137960.000000 Penalty: 3808.258301
	Iteration 195Q: 3 clusters Score -1.613796e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -16137954.000000 Penalty: 3808.258301
	Iteration 196Q: 3 clusters Score -1.613795e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -16137953.000000 Penalty: 3808.258301
	Iteration 197Q: 3 clusters Score -1.613795e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -16137937.000000 Penalty: 3808.258301
	Iteration 198Q: 3 clusters Score -1.613794e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -16137932.000000 Penalty: 3808.258301
	Iteration 199Q: 3 clusters Score -1.613793e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -16137952.000000 Penalty: 3808.258301
	Iteration 200F: 3 clusters Score -1.613795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -16137948.000000 Penalty: 3808.258301
	Iteration 201Q: 3 clusters Score -1.613795e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -16137952.000000 Penalty: 3808.258301
	Iteration 202Q: 3 clusters Score -1.613795e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -16137973.000000 Penalty: 3808.258301
	Iteration 203Q: 3 clusters Score -1.613797e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -16137973.000000 Penalty: 3808.258301
	Iteration 204Q: 3 clusters Score -1.613797e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -16137947.000000 Penalty: 3808.258301
	Iteration 205Q: 3 clusters Score -1.613795e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -16137953.000000 Penalty: 3808.258301
	Iteration 206Q: 3 clusters Score -1.613795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -16137957.000000 Penalty: 3808.258301
	Iteration 207Q: 3 clusters Score -1.613796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -16137950.000000 Penalty: 3808.258301
	Iteration 208Q: 3 clusters Score -1.613795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -16137950.000000 Penalty: 3808.258301
	Iteration 209Q: 3 clusters Score -1.613795e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -16137955.000000 Penalty: 3808.258301
	Iteration 210Q: 3 clusters Score -1.613796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -16137952.000000 Penalty: 3808.258301
	Iteration 211Q: 3 clusters Score -1.613795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -16137950.000000 Penalty: 3808.258301
	Iteration 212Q: 3 clusters Score -1.613795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -16137972.000000 Penalty: 3808.258301
	Iteration 213Q: 3 clusters Score -1.613797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -16137976.000000 Penalty: 3808.258301
	Iteration 214Q: 3 clusters Score -1.613798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -16137977.000000 Penalty: 3808.258301
	Iteration 215Q: 3 clusters Score -1.613798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -16137970.000000 Penalty: 3808.258301
	Iteration 216Q: 3 clusters Score -1.613797e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -16137989.000000 Penalty: 3808.258301
	Iteration 217Q: 3 clusters Score -1.613799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -16137981.000000 Penalty: 3808.258301
	Iteration 218Q: 3 clusters Score -1.613798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -16137963.000000 Penalty: 3808.258301
	Iteration 219Q: 3 clusters Score -1.613796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -16137954.000000 Penalty: 3808.258301
	Iteration 220F: 3 clusters Score -1.613795e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -16137954.000000 Penalty: 3808.258301
	Iteration 221Q: 3 clusters Score -1.613795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -16137942.000000 Penalty: 3808.258301
	Iteration 222Q: 3 clusters Score -1.613794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -16137950.000000 Penalty: 3808.258301
	Iteration 223Q: 3 clusters Score -1.613795e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -16137945.000000 Penalty: 3808.258301
	Iteration 224Q: 3 clusters Score -1.613794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -16137947.000000 Penalty: 3808.258301
	Iteration 225Q: 3 clusters Score -1.613795e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -16137945.000000 Penalty: 3808.258301
	Iteration 226Q: 3 clusters Score -1.613794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -16137958.000000 Penalty: 3808.258301
	Iteration 227Q: 3 clusters Score -1.613796e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -16137950.000000 Penalty: 3808.258301
	Iteration 228Q: 3 clusters Score -1.613795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -16137944.000000 Penalty: 3808.258301
	Iteration 229Q: 3 clusters Score -1.613794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -16137948.000000 Penalty: 3808.258301
	Iteration 230Q: 3 clusters Score -1.613795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -16137935.000000 Penalty: 3808.258301
	Iteration 231Q: 3 clusters Score -1.613794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -16137936.000000 Penalty: 3808.258301
	Iteration 232Q: 3 clusters Score -1.613794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -16137932.000000 Penalty: 3808.258301
	Iteration 233Q: 3 clusters Score -1.613793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -16137931.000000 Penalty: 3808.258301
	Iteration 234Q: 3 clusters Score -1.613793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -16137941.000000 Penalty: 3808.258301
	Iteration 235Q: 3 clusters Score -1.613794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -16137942.000000 Penalty: 3808.258301
	Iteration 236Q: 3 clusters Score -1.613794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -16137942.000000 Penalty: 3808.258301
	Iteration 237Q: 3 clusters Score -1.613794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -16137942.000000 Penalty: 3808.258301
	Iteration 238F: 3 clusters Score -1.613794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23267 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 9127 members 
Mstep: Class 6 contains 2978 members 
Mstep: Class 7 contains 35750 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 29984 members 
Mstep: Class 10 contains 62443 members 
Mstep: Class 11 contains 25672 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 16549 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 53348 members 
Mstep: Class 18 contains 62131 members 
Mstep: Class 19 contains 7309 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 454 members 
Entering Unmasked Estep 
Score: -53933536.000000 Penalty: 42073.230469
Splitting cluster 15 changes total score from -53933136.000000 to -53933536.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 16 (8503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Entering Unmasked Estep 
Score: -1077235.500000 Penalty: 1470.328247
	Iteration 0F: 2 clusters Score -1077236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1071006.125000 Penalty: 2940.656494
	Iteration 0F: 3 clusters Score -1071006 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1072946.375000 Penalty: 2940.656494
	Iteration 1F: 3 clusters Score -1072946 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1073178.250000 Penalty: 2940.656494
	Iteration 2F: 3 clusters Score -1073178 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1073322.125000 Penalty: 2940.656494
	Iteration 3Q: 3 clusters Score -1073322 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1073416.000000 Penalty: 2940.656494
	Iteration 4Q: 3 clusters Score -1073416 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1073503.750000 Penalty: 2940.656494
	Iteration 5Q: 3 clusters Score -1073504 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1073594.250000 Penalty: 2940.656494
	Iteration 6Q: 3 clusters Score -1073594 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1073722.750000 Penalty: 2940.656494
	Iteration 7Q: 3 clusters Score -1073723 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1073916.500000 Penalty: 2940.656494
	Iteration 8Q: 3 clusters Score -1073916 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1074163.250000 Penalty: 2940.656494
	Iteration 9Q: 3 clusters Score -1074163 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1074416.125000 Penalty: 2940.656494
	Iteration 10Q: 3 clusters Score -1074416 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1074631.250000 Penalty: 2940.656494
	Iteration 11Q: 3 clusters Score -1074631 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1074852.000000 Penalty: 2940.656494
	Iteration 12Q: 3 clusters Score -1074852 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1075023.125000 Penalty: 2940.656494
	Iteration 13Q: 3 clusters Score -1075023 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1075162.500000 Penalty: 2940.656494
	Iteration 14Q: 3 clusters Score -1075162 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1075287.625000 Penalty: 2940.656494
	Iteration 15Q: 3 clusters Score -1075288 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1075414.000000 Penalty: 2940.656494
	Iteration 16Q: 3 clusters Score -1075414 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1075540.750000 Penalty: 2940.656494
	Iteration 17Q: 3 clusters Score -1075541 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1075663.250000 Penalty: 2940.656494
	Iteration 18Q: 3 clusters Score -1075663 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1075838.000000 Penalty: 2940.656494
	Iteration 19Q: 3 clusters Score -1075838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1075976.750000 Penalty: 2940.656494
	Iteration 20F: 3 clusters Score -1075977 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1076046.375000 Penalty: 2940.656494
	Iteration 21Q: 3 clusters Score -1076046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1076096.500000 Penalty: 2940.656494
	Iteration 22Q: 3 clusters Score -1076096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1076133.000000 Penalty: 2940.656494
	Iteration 23Q: 3 clusters Score -1076133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1076157.500000 Penalty: 2940.656494
	Iteration 24Q: 3 clusters Score -1076158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1076181.500000 Penalty: 2940.656494
	Iteration 25Q: 3 clusters Score -1076182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1076198.000000 Penalty: 2940.656494
	Iteration 26Q: 3 clusters Score -1076198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1076212.375000 Penalty: 2940.656494
	Iteration 27Q: 3 clusters Score -1076212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1076222.125000 Penalty: 2940.656494
	Iteration 28Q: 3 clusters Score -1076222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1076228.750000 Penalty: 2940.656494
	Iteration 29Q: 3 clusters Score -1076229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1076240.750000 Penalty: 2940.656494
	Iteration 30Q: 3 clusters Score -1076241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1076248.125000 Penalty: 2940.656494
	Iteration 31Q: 3 clusters Score -1076248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1076250.500000 Penalty: 2940.656494
	Iteration 32Q: 3 clusters Score -1076250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1076258.125000 Penalty: 2940.656494
	Iteration 33Q: 3 clusters Score -1076258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1076262.875000 Penalty: 2940.656494
	Iteration 34Q: 3 clusters Score -1076263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1076265.000000 Penalty: 2940.656494
	Iteration 35Q: 3 clusters Score -1076265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1076264.500000 Penalty: 2940.656494
	Iteration 36Q: 3 clusters Score -1076264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1076266.500000 Penalty: 2940.656494
	Iteration 37Q: 3 clusters Score -1076266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1076265.500000 Penalty: 2940.656494
	Iteration 38Q: 3 clusters Score -1076266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1076267.250000 Penalty: 2940.656494
	Iteration 39Q: 3 clusters Score -1076267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1076267.250000 Penalty: 2940.656494
	Iteration 40F: 3 clusters Score -1076267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Entering Unmasked Estep 
Score: -7024039.500000 Penalty: 1768.746216
	Iteration 0F: 2 clusters Score -7024040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -6988438.000000 Penalty: 3537.492432
	Iteration 0F: 3 clusters Score -6988438 nChanged 25103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7002455.500000 Penalty: 3537.492432
	Iteration 1F: 3 clusters Score -7002456 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -7002832.000000 Penalty: 3537.492432
	Iteration 2Q: 3 clusters Score -7002832 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -7003271.500000 Penalty: 3537.492432
	Iteration 3Q: 3 clusters Score -7003272 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -7003846.500000 Penalty: 3537.492432
	Iteration 4Q: 3 clusters Score -7003846 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -7004831.000000 Penalty: 3537.492432
	Iteration 5Q: 3 clusters Score -7004831 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -7006398.000000 Penalty: 3537.492432
	Iteration 6F: 3 clusters Score -7006398 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -7008889.000000 Penalty: 3537.492432
	Iteration 7F: 3 clusters Score -7008889 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -7012225.000000 Penalty: 3537.492432
	Iteration 8F: 3 clusters Score -7012225 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -7015535.500000 Penalty: 3537.492432
	Iteration 9F: 3 clusters Score -7015536 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -7018326.500000 Penalty: 3537.492432
	Iteration 10F: 3 clusters Score -7018326 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7020149.000000 Penalty: 3537.492432
	Iteration 11Q: 3 clusters Score -7020149 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7021188.000000 Penalty: 3537.492432
	Iteration 12Q: 3 clusters Score -7021188 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7021750.500000 Penalty: 3537.492432
	Iteration 13Q: 3 clusters Score -7021750 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7022074.000000 Penalty: 3537.492432
	Iteration 14Q: 3 clusters Score -7022074 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7022237.500000 Penalty: 3537.492432
	Iteration 15Q: 3 clusters Score -7022238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7022320.500000 Penalty: 3537.492432
	Iteration 16Q: 3 clusters Score -7022320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7022375.500000 Penalty: 3537.492432
	Iteration 17Q: 3 clusters Score -7022376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7022407.500000 Penalty: 3537.492432
	Iteration 18Q: 3 clusters Score -7022408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7022437.500000 Penalty: 3537.492432
	Iteration 19Q: 3 clusters Score -7022438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7022450.000000 Penalty: 3537.492432
	Iteration 20F: 3 clusters Score -7022450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7022447.500000 Penalty: 3537.492432
	Iteration 21Q: 3 clusters Score -7022448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7022456.500000 Penalty: 3537.492432
	Iteration 22Q: 3 clusters Score -7022456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7022455.000000 Penalty: 3537.492432
	Iteration 23Q: 3 clusters Score -7022455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7022452.500000 Penalty: 3537.492432
	Iteration 24Q: 3 clusters Score -7022452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7022456.000000 Penalty: 3537.492432
	Iteration 25Q: 3 clusters Score -7022456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7022461.000000 Penalty: 3537.492432
	Iteration 26Q: 3 clusters Score -7022461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7022466.000000 Penalty: 3537.492432
	Iteration 27Q: 3 clusters Score -7022466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7022467.000000 Penalty: 3537.492432
	Iteration 28Q: 3 clusters Score -7022467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7022469.000000 Penalty: 3537.492432
	Iteration 29Q: 3 clusters Score -7022469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7022472.500000 Penalty: 3537.492432
	Iteration 30Q: 3 clusters Score -7022472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7022485.000000 Penalty: 3537.492432
	Iteration 31Q: 3 clusters Score -7022485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7022487.500000 Penalty: 3537.492432
	Iteration 32Q: 3 clusters Score -7022488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7022489.000000 Penalty: 3537.492432
	Iteration 33Q: 3 clusters Score -7022489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7022492.000000 Penalty: 3537.492432
	Iteration 34Q: 3 clusters Score -7022492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7022487.000000 Penalty: 3537.492432
	Iteration 35Q: 3 clusters Score -7022487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7022488.500000 Penalty: 3537.492432
	Iteration 36Q: 3 clusters Score -7022488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7022489.000000 Penalty: 3537.492432
	Iteration 37Q: 3 clusters Score -7022489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7022486.000000 Penalty: 3537.492432
	Iteration 38Q: 3 clusters Score -7022486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7022486.000000 Penalty: 3537.492432
	Iteration 39F: 3 clusters Score -7022486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Entering Unmasked Estep 
Score: -8203724.500000 Penalty: 1793.512573
	Iteration 0F: 2 clusters Score -8203724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -8162811.000000 Penalty: 3587.025146
	Iteration 0F: 3 clusters Score -8162811 nChanged 29360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -8179431.000000 Penalty: 3587.025146
	Iteration 1F: 3 clusters Score -8179431 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -8180146.000000 Penalty: 3587.025146
	Iteration 2Q: 3 clusters Score -8180146 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -8181056.000000 Penalty: 3587.025146
	Iteration 3Q: 3 clusters Score -8181056 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -8182554.500000 Penalty: 3587.025146
	Iteration 4F: 3 clusters Score -8182554 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -8185091.500000 Penalty: 3587.025146
	Iteration 5F: 3 clusters Score -8185092 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -8189036.500000 Penalty: 3587.025146
	Iteration 6F: 3 clusters Score -8189036 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -8193783.500000 Penalty: 3587.025146
	Iteration 7F: 3 clusters Score -8193784 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8197916.500000 Penalty: 3587.025146
	Iteration 8F: 3 clusters Score -8197916 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -8200345.000000 Penalty: 3587.025146
	Iteration 9Q: 3 clusters Score -8200345 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8201418.000000 Penalty: 3587.025146
	Iteration 10Q: 3 clusters Score -8201418 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8201861.000000 Penalty: 3587.025146
	Iteration 11Q: 3 clusters Score -8201861 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8201993.500000 Penalty: 3587.025146
	Iteration 12Q: 3 clusters Score -8201994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8202057.000000 Penalty: 3587.025146
	Iteration 13Q: 3 clusters Score -8202057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8202115.000000 Penalty: 3587.025146
	Iteration 14Q: 3 clusters Score -8202115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8202142.500000 Penalty: 3587.025146
	Iteration 15Q: 3 clusters Score -8202142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8202155.500000 Penalty: 3587.025146
	Iteration 16Q: 3 clusters Score -8202156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8202157.000000 Penalty: 3587.025146
	Iteration 17Q: 3 clusters Score -8202157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8202171.500000 Penalty: 3587.025146
	Iteration 18Q: 3 clusters Score -8202172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8202174.000000 Penalty: 3587.025146
	Iteration 19Q: 3 clusters Score -8202174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8202177.000000 Penalty: 3587.025146
	Iteration 20F: 3 clusters Score -8202177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8202184.000000 Penalty: 3587.025146
	Iteration 21Q: 3 clusters Score -8202184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8202184.000000 Penalty: 3587.025146
	Iteration 22Q: 3 clusters Score -8202184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8202185.000000 Penalty: 3587.025146
	Iteration 23Q: 3 clusters Score -8202185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8202189.500000 Penalty: 3587.025146
	Iteration 24Q: 3 clusters Score -8202190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8202189.500000 Penalty: 3587.025146
	Iteration 25F: 3 clusters Score -8202190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Entering Unmasked Estep 
Score: -961356.437500 Penalty: 1445.740112
	Iteration 0F: 2 clusters Score -961356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -955925.562500 Penalty: 2891.480225
	Iteration 0F: 3 clusters Score -955925.6 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -957543.562500 Penalty: 2891.480225
	Iteration 1F: 3 clusters Score -957543.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -957777.437500 Penalty: 2891.480225
	Iteration 2F: 3 clusters Score -957777.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -957954.687500 Penalty: 2891.480225
	Iteration 3Q: 3 clusters Score -957954.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -958128.437500 Penalty: 2891.480225
	Iteration 4Q: 3 clusters Score -958128.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -958329.000000 Penalty: 2891.480225
	Iteration 5Q: 3 clusters Score -958329 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -958558.312500 Penalty: 2891.480225
	Iteration 6Q: 3 clusters Score -958558.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -958829.500000 Penalty: 2891.480225
	Iteration 7F: 3 clusters Score -958829.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -959116.875000 Penalty: 2891.480225
	Iteration 8F: 3 clusters Score -959116.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -959391.437500 Penalty: 2891.480225
	Iteration 9Q: 3 clusters Score -959391.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -959616.187500 Penalty: 2891.480225
	Iteration 10Q: 3 clusters Score -959616.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -959806.812500 Penalty: 2891.480225
	Iteration 11Q: 3 clusters Score -959806.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -959953.250000 Penalty: 2891.480225
	Iteration 12Q: 3 clusters Score -959953.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -960037.062500 Penalty: 2891.480225
	Iteration 13Q: 3 clusters Score -960037.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -960092.000000 Penalty: 2891.480225
	Iteration 14Q: 3 clusters Score -960092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -960144.937500 Penalty: 2891.480225
	Iteration 15Q: 3 clusters Score -960144.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -960178.250000 Penalty: 2891.480225
	Iteration 16Q: 3 clusters Score -960178.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -960211.937500 Penalty: 2891.480225
	Iteration 17Q: 3 clusters Score -960211.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -960236.562500 Penalty: 2891.480225
	Iteration 18Q: 3 clusters Score -960236.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -960243.250000 Penalty: 2891.480225
	Iteration 19Q: 3 clusters Score -960243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -960251.187500 Penalty: 2891.480225
	Iteration 20F: 3 clusters Score -960251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -960259.750000 Penalty: 2891.480225
	Iteration 21Q: 3 clusters Score -960259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -960266.375000 Penalty: 2891.480225
	Iteration 22Q: 3 clusters Score -960266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -960267.875000 Penalty: 2891.480225
	Iteration 23Q: 3 clusters Score -960267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -960270.812500 Penalty: 2891.480225
	Iteration 24Q: 3 clusters Score -960270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -960272.500000 Penalty: 2891.480225
	Iteration 25Q: 3 clusters Score -960272.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -960277.562500 Penalty: 2891.480225
	Iteration 26Q: 3 clusters Score -960277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -960277.687500 Penalty: 2891.480225
	Iteration 27Q: 3 clusters Score -960277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -960278.500000 Penalty: 2891.480225
	Iteration 28Q: 3 clusters Score -960278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -960279.125000 Penalty: 2891.480225
	Iteration 29Q: 3 clusters Score -960279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -960279.125000 Penalty: 2891.480225
	Iteration 30F: 3 clusters Score -960279.1 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: -363631.500000 Penalty: 1287.779419
	Iteration 0F: 2 clusters Score -363631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -361031.750000 Penalty: 2575.558838
	Iteration 0F: 3 clusters Score -361031.8 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -361660.875000 Penalty: 2575.558838
	Iteration 1F: 3 clusters Score -361660.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -361764.812500 Penalty: 2575.558838
	Iteration 2F: 3 clusters Score -361764.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -361837.343750 Penalty: 2575.558838
	Iteration 3Q: 3 clusters Score -361837.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -361888.437500 Penalty: 2575.558838
	Iteration 4Q: 3 clusters Score -361888.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -361929.937500 Penalty: 2575.558838
	Iteration 5Q: 3 clusters Score -361929.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -361962.437500 Penalty: 2575.558838
	Iteration 6Q: 3 clusters Score -361962.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -361989.000000 Penalty: 2575.558838
	Iteration 7Q: 3 clusters Score -361989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -362009.187500 Penalty: 2575.558838
	Iteration 8Q: 3 clusters Score -362009.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -362021.062500 Penalty: 2575.558838
	Iteration 9Q: 3 clusters Score -362021.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -362038.968750 Penalty: 2575.558838
	Iteration 10Q: 3 clusters Score -362039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -362051.937500 Penalty: 2575.558838
	Iteration 11Q: 3 clusters Score -362051.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -362063.781250 Penalty: 2575.558838
	Iteration 12Q: 3 clusters Score -362063.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -362071.000000 Penalty: 2575.558838
	Iteration 13Q: 3 clusters Score -362071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -362077.343750 Penalty: 2575.558838
	Iteration 14Q: 3 clusters Score -362077.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -362081.125000 Penalty: 2575.558838
	Iteration 15Q: 3 clusters Score -362081.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -362086.968750 Penalty: 2575.558838
	Iteration 16Q: 3 clusters Score -362087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -362095.218750 Penalty: 2575.558838
	Iteration 17Q: 3 clusters Score -362095.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -362104.375000 Penalty: 2575.558838
	Iteration 18Q: 3 clusters Score -362104.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -362114.843750 Penalty: 2575.558838
	Iteration 19Q: 3 clusters Score -362114.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -362128.062500 Penalty: 2575.558838
	Iteration 20F: 3 clusters Score -362128.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -362137.937500 Penalty: 2575.558838
	Iteration 21Q: 3 clusters Score -362137.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -362146.812500 Penalty: 2575.558838
	Iteration 22Q: 3 clusters Score -362146.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -362157.062500 Penalty: 2575.558838
	Iteration 23Q: 3 clusters Score -362157.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -362170.812500 Penalty: 2575.558838
	Iteration 24Q: 3 clusters Score -362170.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -362185.218750 Penalty: 2575.558838
	Iteration 25Q: 3 clusters Score -362185.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -362200.156250 Penalty: 2575.558838
	Iteration 26Q: 3 clusters Score -362200.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -362215.062500 Penalty: 2575.558838
	Iteration 27Q: 3 clusters Score -362215.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -362227.531250 Penalty: 2575.558838
	Iteration 28Q: 3 clusters Score -362227.5 nChanged 29
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: -362242.625000 Penalty: 2575.558838
	Iteration 29Q: 3 clusters Score -362242.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -362258.718750 Penalty: 2575.558838
	Iteration 30Q: 3 clusters Score -362258.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -362278.937500 Penalty: 2575.558838
	Iteration 31Q: 3 clusters Score -362278.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -362295.156250 Penalty: 2575.558838
	Iteration 32Q: 3 clusters Score -362295.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -362308.406250 Penalty: 2575.558838
	Iteration 33Q: 3 clusters Score -362308.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -362322.593750 Penalty: 2575.558838
	Iteration 34Q: 3 clusters Score -362322.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -362331.000000 Penalty: 2575.558838
	Iteration 35Q: 3 clusters Score -362331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -362340.656250 Penalty: 2575.558838
	Iteration 36Q: 3 clusters Score -362340.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -362354.750000 Penalty: 2575.558838
	Iteration 37Q: 3 clusters Score -362354.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -362373.687500 Penalty: 2575.558838
	Iteration 38Q: 3 clusters Score -362373.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -362389.875000 Penalty: 2575.558838
	Iteration 39Q: 3 clusters Score -362389.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -362403.250000 Penalty: 2575.558838
	Iteration 40F: 3 clusters Score -362403.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -362412.937500 Penalty: 2575.558838
	Iteration 41Q: 3 clusters Score -362412.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -362420.312500 Penalty: 2575.558838
	Iteration 42Q: 3 clusters Score -362420.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -362425.906250 Penalty: 2575.558838
	Iteration 43Q: 3 clusters Score -362425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -362431.562500 Penalty: 2575.558838
	Iteration 44Q: 3 clusters Score -362431.6 nChanged 10
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: -362439.406250 Penalty: 2575.558838
	Iteration 45Q: 3 clusters Score -362439.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -362445.656250 Penalty: 2575.558838
	Iteration 46Q: 3 clusters Score -362445.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -362451.968750 Penalty: 2575.558838
	Iteration 47Q: 3 clusters Score -362452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -362455.437500 Penalty: 2575.558838
	Iteration 48Q: 3 clusters Score -362455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -362457.625000 Penalty: 2575.558838
	Iteration 49Q: 3 clusters Score -362457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -362460.156250 Penalty: 2575.558838
	Iteration 50Q: 3 clusters Score -362460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -362461.218750 Penalty: 2575.558838
	Iteration 51Q: 3 clusters Score -362461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -362461.718750 Penalty: 2575.558838
	Iteration 52Q: 3 clusters Score -362461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -362462.031250 Penalty: 2575.558838
	Iteration 53Q: 3 clusters Score -362462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -362462.687500 Penalty: 2575.558838
	Iteration 54Q: 3 clusters Score -362462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -362462.968750 Penalty: 2575.558838
	Iteration 55Q: 3 clusters Score -362463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -362463.562500 Penalty: 2575.558838
	Iteration 56Q: 3 clusters Score -362463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -362465.125000 Penalty: 2575.558838
	Iteration 57Q: 3 clusters Score -362465.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -362465.125000 Penalty: 2575.558838
	Iteration 58F: 3 clusters Score -362465.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -47555.406250 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -47555.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46629.507812 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -46629.51 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46831.640625 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -46831.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46893.406250 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -46893.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46922.585938 Penalty: 1988.381592
	Iteration 3Q: 3 clusters Score -46922.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46927.597656 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -46927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46929.621094 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -46929.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46932.656250 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -46932.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46933.675781 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -46933.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46935.890625 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -46935.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46940.035156 Penalty: 1988.381592
	Iteration 9Q: 3 clusters Score -46940.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46945.906250 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -46945.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46947.421875 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -46947.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46947.421875 Penalty: 1988.381592
	Iteration 12F: 3 clusters Score -46947.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23267 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 9127 members 
Mstep: Class 6 contains 2978 members 
Mstep: Class 7 contains 35750 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 29984 members 
Mstep: Class 11 contains 25672 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 16549 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 53348 members 
Mstep: Class 18 contains 62131 members 
Mstep: Class 19 contains 7309 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53935800.000000 Penalty: 42073.230469
Iteration 39Q: 21 clusters Score -5.39358e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 22957 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 10470 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 35681 members 
Mstep: Class 8 contains 453 members 
Mstep: Class 9 contains 29618 members 
Mstep: Class 10 contains 62815 members 
Mstep: Class 11 contains 25636 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 16577 members 
Mstep: Class 15 contains 61011 members 
Mstep: Class 16 contains 8771 members 
Mstep: Class 17 contains 53504 members 
Mstep: Class 18 contains 62130 members 
Mstep: Class 19 contains 7028 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53937604.000000 Penalty: 42073.230469
Iteration 40F: 21 clusters Score -5.39376e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 22204 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 10874 members 
Mstep: Class 5 contains 8510 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 35604 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 29302 members 
Mstep: Class 10 contains 63736 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 1836 members 
Mstep: Class 13 contains 16608 members 
Mstep: Class 15 contains 61504 members 
Mstep: Class 16 contains 9025 members 
Mstep: Class 17 contains 53707 members 
Mstep: Class 18 contains 62120 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938564.000000 Penalty: 42073.230469
Iteration 41Q: 21 clusters Score -5.393856e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 21722 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 11217 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 35514 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 29090 members 
Mstep: Class 10 contains 64235 members 
Mstep: Class 11 contains 25547 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 16623 members 
Mstep: Class 15 contains 61917 members 
Mstep: Class 16 contains 9300 members 
Mstep: Class 17 contains 53844 members 
Mstep: Class 18 contains 62129 members 
Mstep: Class 19 contains 6600 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939432.000000 Penalty: 42073.230469
Iteration 42Q: 21 clusters Score -5.393943e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 21337 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 11487 members 
Mstep: Class 5 contains 8054 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 35456 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 28954 members 
Mstep: Class 10 contains 64608 members 
Mstep: Class 11 contains 25513 members 
Mstep: Class 12 contains 1683 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 15 contains 62292 members 
Mstep: Class 16 contains 9561 members 
Mstep: Class 17 contains 53919 members 
Mstep: Class 18 contains 62168 members 
Mstep: Class 19 contains 6414 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 21 clusters Score -5.393985e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 21058 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 11705 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 35417 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 28859 members 
Mstep: Class 10 contains 64882 members 
Mstep: Class 11 contains 25477 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 16652 members 
Mstep: Class 15 contains 62585 members 
Mstep: Class 16 contains 9818 members 
Mstep: Class 17 contains 53999 members 
Mstep: Class 18 contains 62201 members 
Mstep: Class 19 contains 6231 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 21 clusters Score -5.394026e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 20823 members 
Mstep: Class 3 contains 1933 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 35385 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 28781 members 
Mstep: Class 10 contains 65094 members 
Mstep: Class 11 contains 25444 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 16640 members 
Mstep: Class 15 contains 62847 members 
Mstep: Class 16 contains 10059 members 
Mstep: Class 17 contains 54032 members 
Mstep: Class 18 contains 62247 members 
Mstep: Class 19 contains 6065 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 21 clusters Score -5.394021e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20599 members 
Mstep: Class 3 contains 1921 members 
Mstep: Class 4 contains 12061 members 
Mstep: Class 5 contains 7597 members 
Mstep: Class 6 contains 2737 members 
Mstep: Class 7 contains 35364 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 28718 members 
Mstep: Class 10 contains 65314 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 16629 members 
Mstep: Class 15 contains 63074 members 
Mstep: Class 16 contains 10292 members 
Mstep: Class 17 contains 54054 members 
Mstep: Class 18 contains 62279 members 
Mstep: Class 19 contains 5934 members 
Mstep: Class 20 contains 2478 members 
Mstep: Class 21 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940460.000000 Penalty: 42073.230469
Iteration 46Q: 21 clusters Score -5.394046e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20402 members 
Mstep: Class 3 contains 1925 members 
Mstep: Class 4 contains 12166 members 
Mstep: Class 5 contains 7498 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 35350 members 
Mstep: Class 8 contains 407 members 
Mstep: Class 9 contains 28647 members 
Mstep: Class 10 contains 65571 members 
Mstep: Class 11 contains 25415 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 16624 members 
Mstep: Class 15 contains 63199 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 54085 members 
Mstep: Class 18 contains 62300 members 
Mstep: Class 19 contains 5820 members 
Mstep: Class 20 contains 2457 members 
Mstep: Class 21 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -5.394071e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20269 members 
Mstep: Class 3 contains 1934 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 7415 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 35343 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 28597 members 
Mstep: Class 10 contains 65823 members 
Mstep: Class 11 contains 25401 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 16622 members 
Mstep: Class 15 contains 63277 members 
Mstep: Class 16 contains 10682 members 
Mstep: Class 17 contains 54106 members 
Mstep: Class 18 contains 62319 members 
Mstep: Class 19 contains 5704 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 21 clusters Score -5.394094e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20167 members 
Mstep: Class 3 contains 1949 members 
Mstep: Class 4 contains 12280 members 
Mstep: Class 5 contains 7343 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 35344 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 28554 members 
Mstep: Class 10 contains 66060 members 
Mstep: Class 11 contains 25386 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 16618 members 
Mstep: Class 15 contains 63334 members 
Mstep: Class 16 contains 10833 members 
Mstep: Class 17 contains 54119 members 
Mstep: Class 18 contains 62339 members 
Mstep: Class 19 contains 5569 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941220.000000 Penalty: 42073.230469
Iteration 49Q: 21 clusters Score -5.394122e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20080 members 
Mstep: Class 3 contains 1952 members 
Mstep: Class 4 contains 12325 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 35334 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 28521 members 
Mstep: Class 10 contains 66368 members 
Mstep: Class 11 contains 25377 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 16609 members 
Mstep: Class 15 contains 63304 members 
Mstep: Class 16 contains 10967 members 
Mstep: Class 17 contains 54126 members 
Mstep: Class 18 contains 62355 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941420.000000 Penalty: 42073.230469
Iteration 50Q: 21 clusters Score -5.394142e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20005 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 12342 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 35323 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 28495 members 
Mstep: Class 10 contains 66722 members 
Mstep: Class 11 contains 25364 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 16604 members 
Mstep: Class 15 contains 63187 members 
Mstep: Class 16 contains 11085 members 
Mstep: Class 17 contains 54137 members 
Mstep: Class 18 contains 62367 members 
Mstep: Class 19 contains 5300 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941436.000000 Penalty: 42073.230469
Iteration 51Q: 21 clusters Score -5.394144e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19931 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 12349 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 35320 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 28471 members 
Mstep: Class 10 contains 67063 members 
Mstep: Class 11 contains 25353 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 16596 members 
Mstep: Class 15 contains 63081 members 
Mstep: Class 16 contains 11170 members 
Mstep: Class 17 contains 54152 members 
Mstep: Class 18 contains 62394 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941604.000000 Penalty: 42073.230469
Iteration 52Q: 21 clusters Score -5.39416e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19870 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 12368 members 
Mstep: Class 5 contains 7241 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 35313 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 28439 members 
Mstep: Class 10 contains 67385 members 
Mstep: Class 11 contains 25341 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 62965 members 
Mstep: Class 16 contains 11249 members 
Mstep: Class 17 contains 54168 members 
Mstep: Class 18 contains 62411 members 
Mstep: Class 19 contains 5059 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941680.000000 Penalty: 42073.230469
Iteration 53Q: 21 clusters Score -5.394168e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19827 members 
Mstep: Class 3 contains 1953 members 
Mstep: Class 4 contains 12395 members 
Mstep: Class 5 contains 7234 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 35309 members 
Mstep: Class 8 contains 385 members 
Mstep: Class 9 contains 28419 members 
Mstep: Class 10 contains 67688 members 
Mstep: Class 11 contains 25326 members 
Mstep: Class 12 contains 1490 members 
Mstep: Class 13 contains 16583 members 
Mstep: Class 15 contains 62838 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 17 contains 54182 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941684.000000 Penalty: 42073.230469
Iteration 54Q: 21 clusters Score -5.394168e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19785 members 
Mstep: Class 3 contains 1953 members 
Mstep: Class 4 contains 12407 members 
Mstep: Class 5 contains 7224 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 35307 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 28400 members 
Mstep: Class 10 contains 68033 members 
Mstep: Class 11 contains 25320 members 
Mstep: Class 12 contains 1484 members 
Mstep: Class 13 contains 16580 members 
Mstep: Class 15 contains 62687 members 
Mstep: Class 16 contains 11374 members 
Mstep: Class 17 contains 54188 members 
Mstep: Class 18 contains 62445 members 
Mstep: Class 19 contains 4822 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 21 clusters Score -5.394156e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19739 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 12404 members 
Mstep: Class 5 contains 7222 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 35308 members 
Mstep: Class 8 contains 378 members 
Mstep: Class 9 contains 28398 members 
Mstep: Class 10 contains 68360 members 
Mstep: Class 11 contains 25310 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 16583 members 
Mstep: Class 15 contains 62520 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 17 contains 54202 members 
Mstep: Class 18 contains 62448 members 
Mstep: Class 19 contains 4702 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 21 clusters Score -5.394179e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19700 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 7210 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 35312 members 
Mstep: Class 8 contains 378 members 
Mstep: Class 9 contains 28390 members 
Mstep: Class 10 contains 68689 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1468 members 
Mstep: Class 13 contains 16587 members 
Mstep: Class 15 contains 62370 members 
Mstep: Class 16 contains 11492 members 
Mstep: Class 17 contains 54212 members 
Mstep: Class 18 contains 62460 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 21 clusters Score -5.394176e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19656 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 12404 members 
Mstep: Class 5 contains 7212 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 35311 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 28379 members 
Mstep: Class 10 contains 69026 members 
Mstep: Class 11 contains 25297 members 
Mstep: Class 12 contains 1466 members 
Mstep: Class 13 contains 16589 members 
Mstep: Class 15 contains 62187 members 
Mstep: Class 16 contains 11534 members 
Mstep: Class 17 contains 54214 members 
Mstep: Class 18 contains 62461 members 
Mstep: Class 19 contains 4471 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 21 clusters Score -5.394179e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19633 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 12406 members 
Mstep: Class 5 contains 7211 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 35310 members 
Mstep: Class 8 contains 376 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 69357 members 
Mstep: Class 11 contains 25295 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 16590 members 
Mstep: Class 15 contains 62002 members 
Mstep: Class 16 contains 11559 members 
Mstep: Class 17 contains 54211 members 
Mstep: Class 18 contains 62469 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 21 clusters Score -5.394167e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19617 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 12411 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 35304 members 
Mstep: Class 8 contains 376 members 
Mstep: Class 9 contains 28362 members 
Mstep: Class 10 contains 69686 members 
Mstep: Class 11 contains 25291 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16590 members 
Mstep: Class 15 contains 61828 members 
Mstep: Class 16 contains 11575 members 
Mstep: Class 17 contains 54209 members 
Mstep: Class 18 contains 62476 members 
Mstep: Class 19 contains 4243 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -5.394172e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19601 members 
Mstep: Class 3 contains 1959 members 
Mstep: Class 4 contains 12418 members 
Mstep: Class 5 contains 7193 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 35302 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 69980 members 
Mstep: Class 11 contains 25291 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 16591 members 
Mstep: Class 15 contains 61650 members 
Mstep: Class 16 contains 11593 members 
Mstep: Class 17 contains 54202 members 
Mstep: Class 18 contains 62475 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 407 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -5.394191e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19581 members 
Mstep: Class 3 contains 1962 members 
Mstep: Class 4 contains 12419 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 35302 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 70266 members 
Mstep: Class 11 contains 25291 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 16593 members 
Mstep: Class 15 contains 61483 members 
Mstep: Class 16 contains 11616 members 
Mstep: Class 17 contains 54203 members 
Mstep: Class 18 contains 62474 members 
Mstep: Class 19 contains 4054 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 407 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -5.394198e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19577 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 12419 members 
Mstep: Class 5 contains 7176 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 35302 members 
Mstep: Class 8 contains 347 members 
Mstep: Class 9 contains 28369 members 
Mstep: Class 10 contains 70523 members 
Mstep: Class 11 contains 25291 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16592 members 
Mstep: Class 15 contains 61346 members 
Mstep: Class 16 contains 11640 members 
Mstep: Class 17 contains 54200 members 
Mstep: Class 18 contains 62478 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 406 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -5.394204e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19567 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 12424 members 
Mstep: Class 5 contains 7160 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 35300 members 
Mstep: Class 8 contains 344 members 
Mstep: Class 9 contains 28369 members 
Mstep: Class 10 contains 70779 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 16591 members 
Mstep: Class 15 contains 61225 members 
Mstep: Class 16 contains 11657 members 
Mstep: Class 17 contains 54200 members 
Mstep: Class 18 contains 62482 members 
Mstep: Class 19 contains 3825 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 407 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -5.394211e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19556 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 7138 members 
Mstep: Class 6 contains 2487 members 
Mstep: Class 7 contains 35298 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 28368 members 
Mstep: Class 10 contains 71027 members 
Mstep: Class 11 contains 25295 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 61115 members 
Mstep: Class 16 contains 11672 members 
Mstep: Class 17 contains 54198 members 
Mstep: Class 18 contains 62484 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 406 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -5.394214e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19547 members 
Mstep: Class 3 contains 1979 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 7122 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 7 contains 35296 members 
Mstep: Class 8 contains 335 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 71268 members 
Mstep: Class 11 contains 25295 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 61007 members 
Mstep: Class 16 contains 11695 members 
Mstep: Class 17 contains 54196 members 
Mstep: Class 18 contains 62488 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 405 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -5.394209e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19532 members 
Mstep: Class 3 contains 1978 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 7119 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 35293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 71508 members 
Mstep: Class 11 contains 25296 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 60884 members 
Mstep: Class 16 contains 11709 members 
Mstep: Class 17 contains 54198 members 
Mstep: Class 18 contains 62495 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942104.000000 Penalty: 42073.230469
Iteration 67Q: 21 clusters Score -5.39421e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19524 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12439 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 2442 members 
Mstep: Class 7 contains 35290 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 28368 members 
Mstep: Class 10 contains 71716 members 
Mstep: Class 11 contains 25296 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16587 members 
Mstep: Class 15 contains 60815 members 
Mstep: Class 16 contains 11731 members 
Mstep: Class 17 contains 54196 members 
Mstep: Class 18 contains 62500 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942172.000000 Penalty: 42073.230469
Iteration 68Q: 21 clusters Score -5.394217e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19511 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12438 members 
Mstep: Class 5 contains 7099 members 
Mstep: Class 6 contains 2427 members 
Mstep: Class 7 contains 35290 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 28374 members 
Mstep: Class 10 contains 71921 members 
Mstep: Class 11 contains 25296 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 60753 members 
Mstep: Class 16 contains 11745 members 
Mstep: Class 17 contains 54195 members 
Mstep: Class 18 contains 62506 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942132.000000 Penalty: 42073.230469
Iteration 69Q: 21 clusters Score -5.394213e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 19501 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 7093 members 
Mstep: Class 6 contains 2415 members 
Mstep: Class 7 contains 35289 members 
Mstep: Class 8 contains 314 members 
Mstep: Class 9 contains 28373 members 
Mstep: Class 10 contains 72097 members 
Mstep: Class 11 contains 25296 members 
Mstep: Class 12 contains 1448 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 60695 members 
Mstep: Class 16 contains 11756 members 
Mstep: Class 17 contains 54193 members 
Mstep: Class 18 contains 62509 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942128.000000 Penalty: 42073.230469
Iteration 70Q: 21 clusters Score -5.394213e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19498 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 7077 members 
Mstep: Class 6 contains 2403 members 
Mstep: Class 7 contains 35289 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 28378 members 
Mstep: Class 10 contains 72248 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 1447 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 60643 members 
Mstep: Class 16 contains 11770 members 
Mstep: Class 17 contains 54195 members 
Mstep: Class 18 contains 62511 members 
Mstep: Class 19 contains 3092 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942188.000000 Penalty: 42073.230469
Iteration 71Q: 21 clusters Score -5.394219e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 1984 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 7060 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 35288 members 
Mstep: Class 8 contains 309 members 
Mstep: Class 9 contains 28383 members 
Mstep: Class 10 contains 72349 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 60647 members 
Mstep: Class 16 contains 11773 members 
Mstep: Class 17 contains 54194 members 
Mstep: Class 18 contains 62518 members 
Mstep: Class 19 contains 3012 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942116.000000 Penalty: 42073.230469
Iteration 72Q: 21 clusters Score -5.394212e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19489 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 12439 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 2392 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 28387 members 
Mstep: Class 10 contains 72451 members 
Mstep: Class 11 contains 25295 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 13 contains 16589 members 
Mstep: Class 15 contains 60630 members 
Mstep: Class 16 contains 11779 members 
Mstep: Class 17 contains 54194 members 
Mstep: Class 18 contains 62520 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942108.000000 Penalty: 42073.230469
Iteration 73Q: 21 clusters Score -5.394211e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19474 members 
Mstep: Class 3 contains 1985 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 7030 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 35285 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 28386 members 
Mstep: Class 10 contains 72554 members 
Mstep: Class 11 contains 25295 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 16587 members 
Mstep: Class 15 contains 60607 members 
Mstep: Class 16 contains 11783 members 
Mstep: Class 17 contains 54195 members 
Mstep: Class 18 contains 62530 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942036.000000 Penalty: 42073.230469
Iteration 74Q: 21 clusters Score -5.394204e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19460 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 2376 members 
Mstep: Class 7 contains 35284 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 72642 members 
Mstep: Class 11 contains 25295 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 60579 members 
Mstep: Class 16 contains 11793 members 
Mstep: Class 17 contains 54196 members 
Mstep: Class 18 contains 62532 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942072.000000 Penalty: 42073.230469
Iteration 75Q: 21 clusters Score -5.394207e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19455 members 
Mstep: Class 3 contains 1987 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 7014 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 35285 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 28391 members 
Mstep: Class 10 contains 72716 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 15 contains 60561 members 
Mstep: Class 16 contains 11803 members 
Mstep: Class 17 contains 54197 members 
Mstep: Class 18 contains 62534 members 
Mstep: Class 19 contains 2791 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942072.000000 Penalty: 42073.230469
Iteration 76Q: 21 clusters Score -5.394207e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19446 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 12437 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 2370 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 72815 members 
Mstep: Class 11 contains 25293 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 13 contains 16590 members 
Mstep: Class 15 contains 60523 members 
Mstep: Class 16 contains 11811 members 
Mstep: Class 17 contains 54198 members 
Mstep: Class 18 contains 62537 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942060.000000 Penalty: 42073.230469
Iteration 77Q: 21 clusters Score -5.394206e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19439 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 6999 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 35282 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 72926 members 
Mstep: Class 11 contains 25293 members 
Mstep: Class 12 contains 1448 members 
Mstep: Class 13 contains 16590 members 
Mstep: Class 15 contains 60469 members 
Mstep: Class 16 contains 11819 members 
Mstep: Class 17 contains 54197 members 
Mstep: Class 18 contains 62541 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942064.000000 Penalty: 42073.230469
Iteration 78Q: 21 clusters Score -5.394206e+07 nChanged 272
Entering ConstructFrom: 
Score: -53942064.000000 Penalty: 42073.230469
Entering ConstructFrom: 
Trying to split cluster 1 (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: -118954.484375 Penalty: 1119.889160
	Iteration 0F: 2 clusters Score -118954.5 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 483 members 
Entering Unmasked Estep 
Score: -117492.281250 Penalty: 2239.778320
	Iteration 0F: 3 clusters Score -117492.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117735.390625 Penalty: 2239.778320
	Iteration 1F: 3 clusters Score -117735.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117819.414062 Penalty: 2239.778320
	Iteration 2F: 3 clusters Score -117819.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117875.570312 Penalty: 2239.778320
	Iteration 3Q: 3 clusters Score -117875.6 nChanged 34
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: -117914.664062 Penalty: 2239.778320
	Iteration 4Q: 3 clusters Score -117914.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117931.429688 Penalty: 2239.778320
	Iteration 5Q: 3 clusters Score -117931.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -117943.812500 Penalty: 2239.778320
	Iteration 6Q: 3 clusters Score -117943.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117957.937500 Penalty: 2239.778320
	Iteration 7Q: 3 clusters Score -117957.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117972.632812 Penalty: 2239.778320
	Iteration 8Q: 3 clusters Score -117972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117987.664062 Penalty: 2239.778320
	Iteration 9Q: 3 clusters Score -117987.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -118004.953125 Penalty: 2239.778320
	Iteration 10Q: 3 clusters Score -118005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118016.117188 Penalty: 2239.778320
	Iteration 11Q: 3 clusters Score -118016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118024.546875 Penalty: 2239.778320
	Iteration 12Q: 3 clusters Score -118024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118031.187500 Penalty: 2239.778320
	Iteration 13Q: 3 clusters Score -118031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118038.375000 Penalty: 2239.778320
	Iteration 14Q: 3 clusters Score -118038.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -118050.492188 Penalty: 2239.778320
	Iteration 15Q: 3 clusters Score -118050.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118058.695312 Penalty: 2239.778320
	Iteration 16Q: 3 clusters Score -118058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -118062.710938 Penalty: 2239.778320
	Iteration 17Q: 3 clusters Score -118062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -118067.343750 Penalty: 2239.778320
	Iteration 18Q: 3 clusters Score -118067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -118072.929688 Penalty: 2239.778320
	Iteration 19Q: 3 clusters Score -118072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118078.335938 Penalty: 2239.778320
	Iteration 20F: 3 clusters Score -118078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118080.070312 Penalty: 2239.778320
	Iteration 21Q: 3 clusters Score -118080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118080.734375 Penalty: 2239.778320
	Iteration 22Q: 3 clusters Score -118080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -118082.046875 Penalty: 2239.778320
	Iteration 23Q: 3 clusters Score -118082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118083.156250 Penalty: 2239.778320
	Iteration 24Q: 3 clusters Score -118083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118084.023438 Penalty: 2239.778320
	Iteration 25Q: 3 clusters Score -118084 nChanged 2
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: -118085.867188 Penalty: 2239.778320
	Iteration 26Q: 3 clusters Score -118085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -118087.031250 Penalty: 2239.778320
	Iteration 27Q: 3 clusters Score -118087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -118088.765625 Penalty: 2239.778320
	Iteration 28Q: 3 clusters Score -118088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -118088.765625 Penalty: 2239.778320
	Iteration 29F: 3 clusters Score -118088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Entering Unmasked Estep 
Score: -2575534.250000 Penalty: 1604.651733
	Iteration 0F: 2 clusters Score -2575534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2562253.250000 Penalty: 3209.303467
	Iteration 0F: 3 clusters Score -2562253 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2566829.000000 Penalty: 3209.303467
	Iteration 1F: 3 clusters Score -2566829 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2567146.500000 Penalty: 3209.303467
	Iteration 2Q: 3 clusters Score -2567146 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2567423.750000 Penalty: 3209.303467
	Iteration 3Q: 3 clusters Score -2567424 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2567675.750000 Penalty: 3209.303467
	Iteration 4Q: 3 clusters Score -2567676 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2567988.250000 Penalty: 3209.303467
	Iteration 5Q: 3 clusters Score -2567988 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2568380.500000 Penalty: 3209.303467
	Iteration 6Q: 3 clusters Score -2568380 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2568960.750000 Penalty: 3209.303467
	Iteration 7F: 3 clusters Score -2568961 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2569791.500000 Penalty: 3209.303467
	Iteration 8F: 3 clusters Score -2569792 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2570832.500000 Penalty: 3209.303467
	Iteration 9F: 3 clusters Score -2570832 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2571976.000000 Penalty: 3209.303467
	Iteration 10F: 3 clusters Score -2571976 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2572954.000000 Penalty: 3209.303467
	Iteration 11F: 3 clusters Score -2572954 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2573582.750000 Penalty: 3209.303467
	Iteration 12Q: 3 clusters Score -2573583 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2573873.500000 Penalty: 3209.303467
	Iteration 13Q: 3 clusters Score -2573874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2573994.250000 Penalty: 3209.303467
	Iteration 14Q: 3 clusters Score -2573994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2574066.000000 Penalty: 3209.303467
	Iteration 15Q: 3 clusters Score -2574066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2574093.250000 Penalty: 3209.303467
	Iteration 16Q: 3 clusters Score -2574093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2574108.250000 Penalty: 3209.303467
	Iteration 17Q: 3 clusters Score -2574108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2574121.250000 Penalty: 3209.303467
	Iteration 18Q: 3 clusters Score -2574121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2574130.000000 Penalty: 3209.303467
	Iteration 19Q: 3 clusters Score -2574130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2574138.500000 Penalty: 3209.303467
	Iteration 20F: 3 clusters Score -2574138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2574145.500000 Penalty: 3209.303467
	Iteration 21Q: 3 clusters Score -2574146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2574148.500000 Penalty: 3209.303467
	Iteration 22Q: 3 clusters Score -2574148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2574148.250000 Penalty: 3209.303467
	Iteration 23Q: 3 clusters Score -2574148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2574148.250000 Penalty: 3209.303467
	Iteration 24F: 3 clusters Score -2574148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -238259.468750 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -238259.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -236212.140625 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -236212.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -236661.640625 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -236661.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -236800.984375 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -236801 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -236910.109375 Penalty: 2467.354980
	Iteration 3F: 3 clusters Score -236910.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -237013.281250 Penalty: 2467.354980
	Iteration 4Q: 3 clusters Score -237013.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -237075.046875 Penalty: 2467.354980
	Iteration 5Q: 3 clusters Score -237075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -237135.296875 Penalty: 2467.354980
	Iteration 6Q: 3 clusters Score -237135.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -237209.640625 Penalty: 2467.354980
	Iteration 7Q: 3 clusters Score -237209.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -237305.062500 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -237305.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -237408.828125 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -237408.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -237505.875000 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -237505.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -237594.578125 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -237594.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -237671.875000 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -237671.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -237718.296875 Penalty: 2467.354980
	Iteration 13Q: 3 clusters Score -237718.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -237743.171875 Penalty: 2467.354980
	Iteration 14Q: 3 clusters Score -237743.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -237760.984375 Penalty: 2467.354980
	Iteration 15Q: 3 clusters Score -237761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -237768.718750 Penalty: 2467.354980
	Iteration 16Q: 3 clusters Score -237768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -237771.765625 Penalty: 2467.354980
	Iteration 17Q: 3 clusters Score -237771.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -237772.906250 Penalty: 2467.354980
	Iteration 18Q: 3 clusters Score -237772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -237774.640625 Penalty: 2467.354980
	Iteration 19Q: 3 clusters Score -237774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -237775.546875 Penalty: 2467.354980
	Iteration 20F: 3 clusters Score -237775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -237776.984375 Penalty: 2467.354980
	Iteration 21Q: 3 clusters Score -237777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -237781.000000 Penalty: 2467.354980
	Iteration 22Q: 3 clusters Score -237781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -237784.968750 Penalty: 2467.354980
	Iteration 23Q: 3 clusters Score -237785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -237790.390625 Penalty: 2467.354980
	Iteration 24Q: 3 clusters Score -237790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -237794.718750 Penalty: 2467.354980
	Iteration 25Q: 3 clusters Score -237794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -237797.078125 Penalty: 2467.354980
	Iteration 26Q: 3 clusters Score -237797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -237797.359375 Penalty: 2467.354980
	Iteration 27Q: 3 clusters Score -237797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -237797.359375 Penalty: 2467.354980
	Iteration 28F: 3 clusters Score -237797.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Entering Unmasked Estep 
Score: -1563469.375000 Penalty: 1532.172363
	Iteration 0F: 2 clusters Score -1563469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1554817.250000 Penalty: 3064.344727
	Iteration 0F: 3 clusters Score -1554817 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1557652.000000 Penalty: 3064.344727
	Iteration 1F: 3 clusters Score -1557652 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1557902.000000 Penalty: 3064.344727
	Iteration 2F: 3 clusters Score -1557902 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1558111.750000 Penalty: 3064.344727
	Iteration 3Q: 3 clusters Score -1558112 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1558270.000000 Penalty: 3064.344727
	Iteration 4Q: 3 clusters Score -1558270 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1558399.250000 Penalty: 3064.344727
	Iteration 5Q: 3 clusters Score -1558399 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1558540.875000 Penalty: 3064.344727
	Iteration 6Q: 3 clusters Score -1558541 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1558676.250000 Penalty: 3064.344727
	Iteration 7Q: 3 clusters Score -1558676 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1558822.375000 Penalty: 3064.344727
	Iteration 8Q: 3 clusters Score -1558822 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1558962.000000 Penalty: 3064.344727
	Iteration 9Q: 3 clusters Score -1558962 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1559148.750000 Penalty: 3064.344727
	Iteration 10Q: 3 clusters Score -1559149 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1559386.375000 Penalty: 3064.344727
	Iteration 11Q: 3 clusters Score -1559386 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1559651.500000 Penalty: 3064.344727
	Iteration 12Q: 3 clusters Score -1559652 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1559879.625000 Penalty: 3064.344727
	Iteration 13Q: 3 clusters Score -1559880 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1560040.750000 Penalty: 3064.344727
	Iteration 14Q: 3 clusters Score -1560041 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1560140.000000 Penalty: 3064.344727
	Iteration 15Q: 3 clusters Score -1560140 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1560212.500000 Penalty: 3064.344727
	Iteration 16Q: 3 clusters Score -1560212 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1560257.875000 Penalty: 3064.344727
	Iteration 17Q: 3 clusters Score -1560258 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1560284.125000 Penalty: 3064.344727
	Iteration 18Q: 3 clusters Score -1560284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1560303.875000 Penalty: 3064.344727
	Iteration 19Q: 3 clusters Score -1560304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1560320.625000 Penalty: 3064.344727
	Iteration 20F: 3 clusters Score -1560321 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1560333.500000 Penalty: 3064.344727
	Iteration 21Q: 3 clusters Score -1560334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1560353.625000 Penalty: 3064.344727
	Iteration 22Q: 3 clusters Score -1560354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1560362.875000 Penalty: 3064.344727
	Iteration 23Q: 3 clusters Score -1560363 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1560376.750000 Penalty: 3064.344727
	Iteration 24Q: 3 clusters Score -1560377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1560381.125000 Penalty: 3064.344727
	Iteration 25Q: 3 clusters Score -1560381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1560390.500000 Penalty: 3064.344727
	Iteration 26Q: 3 clusters Score -1560390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1560399.125000 Penalty: 3064.344727
	Iteration 27Q: 3 clusters Score -1560399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1560403.000000 Penalty: 3064.344727
	Iteration 28Q: 3 clusters Score -1560403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1560417.750000 Penalty: 3064.344727
	Iteration 29Q: 3 clusters Score -1560418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1560427.375000 Penalty: 3064.344727
	Iteration 30Q: 3 clusters Score -1560427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1560431.625000 Penalty: 3064.344727
	Iteration 31Q: 3 clusters Score -1560432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1560444.000000 Penalty: 3064.344727
	Iteration 32Q: 3 clusters Score -1560444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1560452.000000 Penalty: 3064.344727
	Iteration 33Q: 3 clusters Score -1560452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1560460.875000 Penalty: 3064.344727
	Iteration 34Q: 3 clusters Score -1560461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1560465.875000 Penalty: 3064.344727
	Iteration 35Q: 3 clusters Score -1560466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1560475.000000 Penalty: 3064.344727
	Iteration 36Q: 3 clusters Score -1560475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1560484.125000 Penalty: 3064.344727
	Iteration 37Q: 3 clusters Score -1560484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1560493.250000 Penalty: 3064.344727
	Iteration 38Q: 3 clusters Score -1560493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1560507.250000 Penalty: 3064.344727
	Iteration 39Q: 3 clusters Score -1560507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1560517.250000 Penalty: 3064.344727
	Iteration 40F: 3 clusters Score -1560517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1560536.750000 Penalty: 3064.344727
	Iteration 41Q: 3 clusters Score -1560537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1560538.625000 Penalty: 3064.344727
	Iteration 42Q: 3 clusters Score -1560539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1560556.625000 Penalty: 3064.344727
	Iteration 43Q: 3 clusters Score -1560557 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1560572.250000 Penalty: 3064.344727
	Iteration 44Q: 3 clusters Score -1560572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1560584.375000 Penalty: 3064.344727
	Iteration 45Q: 3 clusters Score -1560584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1560605.250000 Penalty: 3064.344727
	Iteration 46Q: 3 clusters Score -1560605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1560619.125000 Penalty: 3064.344727
	Iteration 47Q: 3 clusters Score -1560619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1560631.500000 Penalty: 3064.344727
	Iteration 48Q: 3 clusters Score -1560632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1560651.250000 Penalty: 3064.344727
	Iteration 49Q: 3 clusters Score -1560651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1560670.500000 Penalty: 3064.344727
	Iteration 50Q: 3 clusters Score -1560670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1560680.500000 Penalty: 3064.344727
	Iteration 51Q: 3 clusters Score -1560680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1560693.500000 Penalty: 3064.344727
	Iteration 52Q: 3 clusters Score -1560694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1560716.750000 Penalty: 3064.344727
	Iteration 53Q: 3 clusters Score -1560717 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1560741.875000 Penalty: 3064.344727
	Iteration 54Q: 3 clusters Score -1560742 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1560755.375000 Penalty: 3064.344727
	Iteration 55Q: 3 clusters Score -1560755 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1560777.125000 Penalty: 3064.344727
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Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4194 members 
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Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4109 members 
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Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4019 members 
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Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3928 members 
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Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3850 members 
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Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3772 members 
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Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3695 members 
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	Iteration 63Q: 3 clusters Score -1561013 nChanged 115
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Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3618 members 
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	Iteration 64Q: 3 clusters Score -1561056 nChanged 102
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Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3558 members 
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Mstep: Class 1 contains 8962 members 
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Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3389 members 
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	Iteration 67Q: 3 clusters Score -1561190 nChanged 118
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Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3315 members 
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Mstep: Class 1 contains 9220 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3067 members 
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Mstep: Class 1 contains 9447 members 
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	Iteration 72Q: 3 clusters Score -1561386 nChanged 97
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Mstep: Class 1 contains 9532 members 
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	Iteration 73Q: 3 clusters Score -1561422 nChanged 87
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Mstep: Class 1 contains 9599 members 
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Mstep: Class 1 contains 9671 members 
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Mstep: Class 1 contains 9728 members 
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	Iteration 76Q: 3 clusters Score -1561493 nChanged 53
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Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2666 members 
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Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2622 members 
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	Iteration 78Q: 3 clusters Score -1561513 nChanged 51
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Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2579 members 
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Mstep: Class 1 contains 9900 members 
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	Iteration 80F: 3 clusters Score -1561533 nChanged 44
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Mstep: Class 1 contains 9940 members 
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	Iteration 81Q: 3 clusters Score -1561541 nChanged 43
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Mstep: Class 1 contains 9981 members 
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	Iteration 82Q: 3 clusters Score -1561552 nChanged 43
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Mstep: Class 1 contains 10062 members 
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Mstep: Class 1 contains 10150 members 
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Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2249 members 
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	Iteration 87Q: 3 clusters Score -1561599 nChanged 41
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Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2210 members 
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	Iteration 88Q: 3 clusters Score -1561618 nChanged 45
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Mstep: Class 1 contains 10276 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1561631 nChanged 42
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Mstep: Class 1 contains 10318 members 
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	Iteration 90Q: 3 clusters Score -1561637 nChanged 36
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Mstep: Class 2 contains 2089 members 
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Mstep: Class 1 contains 10376 members 
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Mstep: Class 1 contains 10397 members 
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	Iteration 93Q: 3 clusters Score -1561656 nChanged 25
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Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2019 members 
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	Iteration 94Q: 3 clusters Score -1561662 nChanged 29
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Mstep: Class 1 contains 10449 members 
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	Iteration 95Q: 3 clusters Score -1561670 nChanged 27
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Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1965 members 
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	Iteration 96Q: 3 clusters Score -1561673 nChanged 26
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Mstep: Class 1 contains 10500 members 
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	Iteration 97Q: 3 clusters Score -1561678 nChanged 26
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Mstep: Class 1 contains 10526 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1561684 nChanged 19
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Mstep: Class 1 contains 10545 members 
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	Iteration 99Q: 3 clusters Score -1561690 nChanged 19
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Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1879 members 
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	Iteration 100F: 3 clusters Score -1561697 nChanged 18
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Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1861 members 
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	Iteration 101Q: 3 clusters Score -1561699 nChanged 19
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Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1842 members 
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	Iteration 102Q: 3 clusters Score -1561704 nChanged 16
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Mstep: Class 1 contains 10615 members 
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	Iteration 103Q: 3 clusters Score -1561705 nChanged 15
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Mstep: Class 1 contains 10630 members 
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	Iteration 104Q: 3 clusters Score -1561710 nChanged 18
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Mstep: Class 1 contains 10648 members 
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	Iteration 105Q: 3 clusters Score -1561708 nChanged 24
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Mstep: Class 1 contains 10672 members 
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	Iteration 106Q: 3 clusters Score -1561716 nChanged 34
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Mstep: Class 2 contains 1735 members 
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	Iteration 107Q: 3 clusters Score -1561725 nChanged 29
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Mstep: Class 1 contains 10735 members 
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	Iteration 108Q: 3 clusters Score -1561728 nChanged 22
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Mstep: Class 1 contains 10757 members 
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	Iteration 109Q: 3 clusters Score -1561737 nChanged 20
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Mstep: Class 1 contains 10773 members 
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	Iteration 110Q: 3 clusters Score -1561739 nChanged 18
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Mstep: Class 1 contains 10791 members 
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	Iteration 111Q: 3 clusters Score -1561742 nChanged 15
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Mstep: Class 1 contains 10806 members 
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	Iteration 112Q: 3 clusters Score -1561749 nChanged 14
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Mstep: Class 1 contains 10820 members 
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	Iteration 113Q: 3 clusters Score -1561754 nChanged 9
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Mstep: Class 1 contains 10829 members 
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	Iteration 114Q: 3 clusters Score -1561754 nChanged 11
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Mstep: Class 1 contains 10840 members 
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	Iteration 115Q: 3 clusters Score -1561758 nChanged 18
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Mstep: Class 1 contains 10858 members 
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	Iteration 116Q: 3 clusters Score -1561762 nChanged 20
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Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1563 members 
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	Iteration 117Q: 3 clusters Score -1561763 nChanged 39
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Mstep: Class 1 contains 10917 members 
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	Iteration 118Q: 3 clusters Score -1561779 nChanged 36
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Mstep: Class 1 contains 10951 members 
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	Iteration 119Q: 3 clusters Score -1561786 nChanged 35
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Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1455 members 
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	Iteration 120F: 3 clusters Score -1561799 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1561808 nChanged 31
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Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1393 members 
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	Iteration 122Q: 3 clusters Score -1561815 nChanged 19
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Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1561819 nChanged 20
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Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1354 members 
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	Iteration 124Q: 3 clusters Score -1561824 nChanged 15
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Mstep: Class 1 contains 11102 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1561829 nChanged 7
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Mstep: Class 1 contains 11109 members 
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	Iteration 126Q: 3 clusters Score -1561833 nChanged 11
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Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1321 members 
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	Iteration 127Q: 3 clusters Score -1561833 nChanged 13
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Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1308 members 
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	Iteration 128Q: 3 clusters Score -1561834 nChanged 7
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Mstep: Class 1 contains 11140 members 
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	Iteration 129Q: 3 clusters Score -1561836 nChanged 14
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Mstep: Class 1 contains 11152 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1561840 nChanged 12
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Mstep: Class 1 contains 11164 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1561846 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11178 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1561849 nChanged 14
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Mstep: Class 1 contains 11192 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1561856 nChanged 11
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Mstep: Class 1 contains 11201 members 
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	Iteration 134Q: 3 clusters Score -1561859 nChanged 6
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Mstep: Class 1 contains 11205 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1561862 nChanged 1
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Mstep: Class 1 contains 11206 members 
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	Iteration 136Q: 3 clusters Score -1561861 nChanged 5
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Mstep: Class 1 contains 11211 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1561864 nChanged 7
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Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1561868 nChanged 9
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Mstep: Class 1 contains 11227 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1561866 nChanged 6
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Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1561867 nChanged 10
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Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1561875 nChanged 9
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Mstep: Class 1 contains 11250 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1561877 nChanged 9
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Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1561877 nChanged 12
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Mstep: Class 1 contains 11271 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1561881 nChanged 14
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Mstep: Class 1 contains 11285 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1561888 nChanged 15
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Mstep: Class 1 contains 11300 members 
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	Iteration 146Q: 3 clusters Score -1561891 nChanged 15
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Mstep: Class 1 contains 11315 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1561895 nChanged 16
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Mstep: Class 1 contains 11331 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1561897 nChanged 14
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Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1561901.125000 Penalty: 3064.344727
	Iteration 149Q: 3 clusters Score -1561901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1561907.750000 Penalty: 3064.344727
	Iteration 150Q: 3 clusters Score -1561908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1561908.500000 Penalty: 3064.344727
	Iteration 151Q: 3 clusters Score -1561908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1561913.625000 Penalty: 3064.344727
	Iteration 152Q: 3 clusters Score -1561914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1561917.000000 Penalty: 3064.344727
	Iteration 153Q: 3 clusters Score -1561917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1561920.500000 Penalty: 3064.344727
	Iteration 154Q: 3 clusters Score -1561920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1561924.000000 Penalty: 3064.344727
	Iteration 155Q: 3 clusters Score -1561924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1561927.750000 Penalty: 3064.344727
	Iteration 156Q: 3 clusters Score -1561928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1561932.250000 Penalty: 3064.344727
	Iteration 157Q: 3 clusters Score -1561932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1561937.375000 Penalty: 3064.344727
	Iteration 158Q: 3 clusters Score -1561937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1561941.500000 Penalty: 3064.344727
	Iteration 159Q: 3 clusters Score -1561942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1561945.375000 Penalty: 3064.344727
	Iteration 160F: 3 clusters Score -1561945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1561953.750000 Penalty: 3064.344727
	Iteration 161Q: 3 clusters Score -1561954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1561959.125000 Penalty: 3064.344727
	Iteration 162Q: 3 clusters Score -1561959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1561964.250000 Penalty: 3064.344727
	Iteration 163Q: 3 clusters Score -1561964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1561968.125000 Penalty: 3064.344727
	Iteration 164Q: 3 clusters Score -1561968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1561977.750000 Penalty: 3064.344727
	Iteration 165Q: 3 clusters Score -1561978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1561984.125000 Penalty: 3064.344727
	Iteration 166Q: 3 clusters Score -1561984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1561990.375000 Penalty: 3064.344727
	Iteration 167Q: 3 clusters Score -1561990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1561991.875000 Penalty: 3064.344727
	Iteration 168Q: 3 clusters Score -1561992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1561992.625000 Penalty: 3064.344727
	Iteration 169Q: 3 clusters Score -1561993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1561995.250000 Penalty: 3064.344727
	Iteration 170Q: 3 clusters Score -1561995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1562001.375000 Penalty: 3064.344727
	Iteration 171Q: 3 clusters Score -1562001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1562003.375000 Penalty: 3064.344727
	Iteration 172Q: 3 clusters Score -1562003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1562002.375000 Penalty: 3064.344727
	Iteration 173Q: 3 clusters Score -1562002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1562005.750000 Penalty: 3064.344727
	Iteration 174Q: 3 clusters Score -1562006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1562012.375000 Penalty: 3064.344727
	Iteration 175Q: 3 clusters Score -1562012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1562016.125000 Penalty: 3064.344727
	Iteration 176Q: 3 clusters Score -1562016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1562022.875000 Penalty: 3064.344727
	Iteration 177Q: 3 clusters Score -1562023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1562026.125000 Penalty: 3064.344727
	Iteration 178Q: 3 clusters Score -1562026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1562034.625000 Penalty: 3064.344727
	Iteration 179Q: 3 clusters Score -1562035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1562044.250000 Penalty: 3064.344727
	Iteration 180F: 3 clusters Score -1562044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1562049.750000 Penalty: 3064.344727
	Iteration 181Q: 3 clusters Score -1562050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1562058.875000 Penalty: 3064.344727
	Iteration 182Q: 3 clusters Score -1562059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1562067.250000 Penalty: 3064.344727
	Iteration 183Q: 3 clusters Score -1562067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1562073.375000 Penalty: 3064.344727
	Iteration 184Q: 3 clusters Score -1562073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1562077.375000 Penalty: 3064.344727
	Iteration 185Q: 3 clusters Score -1562077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1562085.250000 Penalty: 3064.344727
	Iteration 186Q: 3 clusters Score -1562085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1562091.875000 Penalty: 3064.344727
	Iteration 187Q: 3 clusters Score -1562092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1562097.750000 Penalty: 3064.344727
	Iteration 188Q: 3 clusters Score -1562098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1562109.250000 Penalty: 3064.344727
	Iteration 189Q: 3 clusters Score -1562109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1562114.500000 Penalty: 3064.344727
	Iteration 190Q: 3 clusters Score -1562114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1562121.250000 Penalty: 3064.344727
	Iteration 191Q: 3 clusters Score -1562121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1562125.250000 Penalty: 3064.344727
	Iteration 192Q: 3 clusters Score -1562125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1562128.500000 Penalty: 3064.344727
	Iteration 193Q: 3 clusters Score -1562128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1562133.125000 Penalty: 3064.344727
	Iteration 194Q: 3 clusters Score -1562133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1562150.000000 Penalty: 3064.344727
	Iteration 195Q: 3 clusters Score -1562150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1562153.750000 Penalty: 3064.344727
	Iteration 196Q: 3 clusters Score -1562154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1562157.875000 Penalty: 3064.344727
	Iteration 197Q: 3 clusters Score -1562158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1562166.875000 Penalty: 3064.344727
	Iteration 198Q: 3 clusters Score -1562167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1562176.500000 Penalty: 3064.344727
	Iteration 199Q: 3 clusters Score -1562176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1562182.750000 Penalty: 3064.344727
	Iteration 200F: 3 clusters Score -1562183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1562190.500000 Penalty: 3064.344727
	Iteration 201Q: 3 clusters Score -1562190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1562197.625000 Penalty: 3064.344727
	Iteration 202Q: 3 clusters Score -1562198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1562200.000000 Penalty: 3064.344727
	Iteration 203Q: 3 clusters Score -1562200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1562204.500000 Penalty: 3064.344727
	Iteration 204Q: 3 clusters Score -1562204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1562210.125000 Penalty: 3064.344727
	Iteration 205Q: 3 clusters Score -1562210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1562210.125000 Penalty: 3064.344727
	Iteration 206Q: 3 clusters Score -1562210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1562213.875000 Penalty: 3064.344727
	Iteration 207Q: 3 clusters Score -1562214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1562214.625000 Penalty: 3064.344727
	Iteration 208Q: 3 clusters Score -1562215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1562214.625000 Penalty: 3064.344727
	Iteration 209Q: 3 clusters Score -1562215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1562216.250000 Penalty: 3064.344727
	Iteration 210Q: 3 clusters Score -1562216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1562216.000000 Penalty: 3064.344727
	Iteration 211Q: 3 clusters Score -1562216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1562216.000000 Penalty: 3064.344727
	Iteration 212F: 3 clusters Score -1562216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Entering Unmasked Estep 
Score: -881303.937500 Penalty: 1438.465088
	Iteration 0F: 2 clusters Score -881303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -876095.437500 Penalty: 2876.930176
	Iteration 0F: 3 clusters Score -876095.4 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -877635.125000 Penalty: 2876.930176
	Iteration 1F: 3 clusters Score -877635.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -877833.250000 Penalty: 2876.930176
	Iteration 2F: 3 clusters Score -877833.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -877972.312500 Penalty: 2876.930176
	Iteration 3Q: 3 clusters Score -877972.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -878070.312500 Penalty: 2876.930176
	Iteration 4Q: 3 clusters Score -878070.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -878125.375000 Penalty: 2876.930176
	Iteration 5Q: 3 clusters Score -878125.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -878159.687500 Penalty: 2876.930176
	Iteration 6Q: 3 clusters Score -878159.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -878191.125000 Penalty: 2876.930176
	Iteration 7Q: 3 clusters Score -878191.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -878217.625000 Penalty: 2876.930176
	Iteration 8Q: 3 clusters Score -878217.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -878236.437500 Penalty: 2876.930176
	Iteration 9Q: 3 clusters Score -878236.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -878254.125000 Penalty: 2876.930176
	Iteration 10Q: 3 clusters Score -878254.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -878269.437500 Penalty: 2876.930176
	Iteration 11Q: 3 clusters Score -878269.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -878281.000000 Penalty: 2876.930176
	Iteration 12Q: 3 clusters Score -878281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -878295.312500 Penalty: 2876.930176
	Iteration 13Q: 3 clusters Score -878295.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -878308.062500 Penalty: 2876.930176
	Iteration 14Q: 3 clusters Score -878308.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -878319.250000 Penalty: 2876.930176
	Iteration 15Q: 3 clusters Score -878319.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -878330.562500 Penalty: 2876.930176
	Iteration 16Q: 3 clusters Score -878330.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -878336.312500 Penalty: 2876.930176
	Iteration 17Q: 3 clusters Score -878336.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -878345.562500 Penalty: 2876.930176
	Iteration 18Q: 3 clusters Score -878345.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -878346.625000 Penalty: 2876.930176
	Iteration 19Q: 3 clusters Score -878346.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -878353.437500 Penalty: 2876.930176
	Iteration 20F: 3 clusters Score -878353.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -878359.562500 Penalty: 2876.930176
	Iteration 21Q: 3 clusters Score -878359.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -878361.937500 Penalty: 2876.930176
	Iteration 22Q: 3 clusters Score -878361.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -878365.562500 Penalty: 2876.930176
	Iteration 23Q: 3 clusters Score -878365.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -878368.625000 Penalty: 2876.930176
	Iteration 24Q: 3 clusters Score -878368.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -878370.062500 Penalty: 2876.930176
	Iteration 25Q: 3 clusters Score -878370.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -878377.250000 Penalty: 2876.930176
	Iteration 26Q: 3 clusters Score -878377.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -878377.875000 Penalty: 2876.930176
	Iteration 27Q: 3 clusters Score -878377.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -878384.750000 Penalty: 2876.930176
	Iteration 28Q: 3 clusters Score -878384.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -878388.125000 Penalty: 2876.930176
	Iteration 29Q: 3 clusters Score -878388.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -878393.000000 Penalty: 2876.930176
	Iteration 30Q: 3 clusters Score -878393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -878396.875000 Penalty: 2876.930176
	Iteration 31Q: 3 clusters Score -878396.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -878403.000000 Penalty: 2876.930176
	Iteration 32Q: 3 clusters Score -878403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -878410.187500 Penalty: 2876.930176
	Iteration 33Q: 3 clusters Score -878410.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -878414.125000 Penalty: 2876.930176
	Iteration 34Q: 3 clusters Score -878414.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -878421.937500 Penalty: 2876.930176
	Iteration 35Q: 3 clusters Score -878421.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -878431.250000 Penalty: 2876.930176
	Iteration 36Q: 3 clusters Score -878431.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -878441.000000 Penalty: 2876.930176
	Iteration 37Q: 3 clusters Score -878441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -878457.875000 Penalty: 2876.930176
	Iteration 38Q: 3 clusters Score -878457.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -878477.812500 Penalty: 2876.930176
	Iteration 39Q: 3 clusters Score -878477.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -878502.500000 Penalty: 2876.930176
	Iteration 40F: 3 clusters Score -878502.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -878528.000000 Penalty: 2876.930176
	Iteration 41Q: 3 clusters Score -878528 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -878568.562500 Penalty: 2876.930176
	Iteration 42Q: 3 clusters Score -878568.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -878617.500000 Penalty: 2876.930176
	Iteration 43Q: 3 clusters Score -878617.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -878685.312500 Penalty: 2876.930176
	Iteration 44Q: 3 clusters Score -878685.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -878748.937500 Penalty: 2876.930176
	Iteration 45Q: 3 clusters Score -878748.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -878840.187500 Penalty: 2876.930176
	Iteration 46Q: 3 clusters Score -878840.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -878957.875000 Penalty: 2876.930176
	Iteration 47Q: 3 clusters Score -878957.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -879088.187500 Penalty: 2876.930176
	Iteration 48Q: 3 clusters Score -879088.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -879238.250000 Penalty: 2876.930176
	Iteration 49Q: 3 clusters Score -879238.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -879405.937500 Penalty: 2876.930176
	Iteration 50Q: 3 clusters Score -879405.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -879567.312500 Penalty: 2876.930176
	Iteration 51Q: 3 clusters Score -879567.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -879681.062500 Penalty: 2876.930176
	Iteration 52Q: 3 clusters Score -879681.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -879769.625000 Penalty: 2876.930176
	Iteration 53Q: 3 clusters Score -879769.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -879842.750000 Penalty: 2876.930176
	Iteration 54Q: 3 clusters Score -879842.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -879910.437500 Penalty: 2876.930176
	Iteration 55Q: 3 clusters Score -879910.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -879957.750000 Penalty: 2876.930176
	Iteration 56Q: 3 clusters Score -879957.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -879990.312500 Penalty: 2876.930176
	Iteration 57Q: 3 clusters Score -879990.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -880016.312500 Penalty: 2876.930176
	Iteration 58Q: 3 clusters Score -880016.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -880040.187500 Penalty: 2876.930176
	Iteration 59Q: 3 clusters Score -880040.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -880055.937500 Penalty: 2876.930176
	Iteration 60F: 3 clusters Score -880055.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -880062.562500 Penalty: 2876.930176
	Iteration 61Q: 3 clusters Score -880062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -880065.937500 Penalty: 2876.930176
	Iteration 62Q: 3 clusters Score -880065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -880070.750000 Penalty: 2876.930176
	Iteration 63Q: 3 clusters Score -880070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -880076.562500 Penalty: 2876.930176
	Iteration 64Q: 3 clusters Score -880076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -880078.750000 Penalty: 2876.930176
	Iteration 65Q: 3 clusters Score -880078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -880082.312500 Penalty: 2876.930176
	Iteration 66Q: 3 clusters Score -880082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -880084.125000 Penalty: 2876.930176
	Iteration 67Q: 3 clusters Score -880084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -880086.062500 Penalty: 2876.930176
	Iteration 68Q: 3 clusters Score -880086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -880088.500000 Penalty: 2876.930176
	Iteration 69Q: 3 clusters Score -880088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -880088.500000 Penalty: 2876.930176
	Iteration 70F: 3 clusters Score -880088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -276925.125000 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -276925.1 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 1194 members 
Entering Unmasked Estep 
Score: -274629.062500 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -274629.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -275331.406250 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -275331.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -275755.937500 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -275755.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -276074.718750 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -276074.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -276284.562500 Penalty: 2524.223145
	Iteration 4F: 3 clusters Score -276284.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -276430.937500 Penalty: 2524.223145
	Iteration 5F: 3 clusters Score -276430.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -276526.593750 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -276526.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -276586.031250 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -276586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -276614.937500 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -276614.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -276636.312500 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -276636.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -276652.468750 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -276652.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -276658.843750 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -276658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -276661.531250 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -276661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -276664.281250 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -276664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -276664.500000 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -276664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -276666.281250 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -276666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -276668.000000 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -276668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -276669.343750 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -276669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -276671.625000 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -276671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -276673.968750 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -276674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -276675.906250 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -276675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -276676.406250 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -276676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -276678.625000 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -276678.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -276679.968750 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -276680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -276681.656250 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -276681.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -276683.406250 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -276683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -276684.750000 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -276684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -276685.031250 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -276685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -276685.437500 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -276685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -276685.437500 Penalty: 2524.223145
	Iteration 29F: 3 clusters Score -276685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Entering Unmasked Estep 
Score: -4638570.500000 Penalty: 1701.553711
	Iteration 0F: 2 clusters Score -4638570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -4615206.500000 Penalty: 3403.107422
	Iteration 0F: 3 clusters Score -4615206 nChanged 16327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4624379.000000 Penalty: 3403.107422
	Iteration 1F: 3 clusters Score -4624379 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4624886.000000 Penalty: 3403.107422
	Iteration 2Q: 3 clusters Score -4624886 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -4625433.000000 Penalty: 3403.107422
	Iteration 3Q: 3 clusters Score -4625433 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4626115.500000 Penalty: 3403.107422
	Iteration 4Q: 3 clusters Score -4626116 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -4627054.500000 Penalty: 3403.107422
	Iteration 5F: 3 clusters Score -4627054 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4628204.500000 Penalty: 3403.107422
	Iteration 6F: 3 clusters Score -4628204 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -4629609.000000 Penalty: 3403.107422
	Iteration 7F: 3 clusters Score -4629609 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4631119.500000 Penalty: 3403.107422
	Iteration 8F: 3 clusters Score -4631120 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4632586.000000 Penalty: 3403.107422
	Iteration 9F: 3 clusters Score -4632586 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4633992.500000 Penalty: 3403.107422
	Iteration 10F: 3 clusters Score -4633992 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4635154.000000 Penalty: 3403.107422
	Iteration 11Q: 3 clusters Score -4635154 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4635924.500000 Penalty: 3403.107422
	Iteration 12Q: 3 clusters Score -4635924 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4636449.000000 Penalty: 3403.107422
	Iteration 13Q: 3 clusters Score -4636449 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4636739.000000 Penalty: 3403.107422
	Iteration 14Q: 3 clusters Score -4636739 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4636888.500000 Penalty: 3403.107422
	Iteration 15Q: 3 clusters Score -4636888 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4636961.000000 Penalty: 3403.107422
	Iteration 16Q: 3 clusters Score -4636961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4637021.500000 Penalty: 3403.107422
	Iteration 17Q: 3 clusters Score -4637022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4637059.000000 Penalty: 3403.107422
	Iteration 18Q: 3 clusters Score -4637059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4637078.500000 Penalty: 3403.107422
	Iteration 19Q: 3 clusters Score -4637078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4637098.000000 Penalty: 3403.107422
	Iteration 20F: 3 clusters Score -4637098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4637111.500000 Penalty: 3403.107422
	Iteration 21Q: 3 clusters Score -4637112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4637114.000000 Penalty: 3403.107422
	Iteration 22Q: 3 clusters Score -4637114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4637114.000000 Penalty: 3403.107422
	Iteration 23F: 3 clusters Score -4637114 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: -29553.845703 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -29553.85 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 158 members 
Entering Unmasked Estep 
Score: -28793.158203 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -28793.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28987.037109 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -28987.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29043.419922 Penalty: 1861.225464
	Iteration 2F: 3 clusters Score -29043.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29068.003906 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -29068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29076.316406 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -29076.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29078.537109 Penalty: 1861.225464
	Iteration 5Q: 3 clusters Score -29078.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29078.537109 Penalty: 1861.225464
	Iteration 6F: 3 clusters Score -29078.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Entering Unmasked Estep 
Score: -3738802.250000 Penalty: 1666.258423
	Iteration 0F: 2 clusters Score -3738802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3719759.500000 Penalty: 3332.516846
	Iteration 0F: 3 clusters Score -3719760 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3726902.500000 Penalty: 3332.516846
	Iteration 1F: 3 clusters Score -3726902 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3727189.750000 Penalty: 3332.516846
	Iteration 2Q: 3 clusters Score -3727190 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3727521.000000 Penalty: 3332.516846
	Iteration 3Q: 3 clusters Score -3727521 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3727796.500000 Penalty: 3332.516846
	Iteration 4Q: 3 clusters Score -3727796 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3728129.750000 Penalty: 3332.516846
	Iteration 5Q: 3 clusters Score -3728130 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3728505.000000 Penalty: 3332.516846
	Iteration 6Q: 3 clusters Score -3728505 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3729028.750000 Penalty: 3332.516846
	Iteration 7Q: 3 clusters Score -3729029 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3729752.000000 Penalty: 3332.516846
	Iteration 8Q: 3 clusters Score -3729752 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3730773.750000 Penalty: 3332.516846
	Iteration 9F: 3 clusters Score -3730774 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3732012.750000 Penalty: 3332.516846
	Iteration 10F: 3 clusters Score -3732013 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3733382.250000 Penalty: 3332.516846
	Iteration 11F: 3 clusters Score -3733382 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3734781.000000 Penalty: 3332.516846
	Iteration 12F: 3 clusters Score -3734781 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3735872.250000 Penalty: 3332.516846
	Iteration 13Q: 3 clusters Score -3735872 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3736596.250000 Penalty: 3332.516846
	Iteration 14Q: 3 clusters Score -3736596 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3736952.750000 Penalty: 3332.516846
	Iteration 15Q: 3 clusters Score -3736953 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3737102.750000 Penalty: 3332.516846
	Iteration 16Q: 3 clusters Score -3737103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3737195.000000 Penalty: 3332.516846
	Iteration 17Q: 3 clusters Score -3737195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3737243.250000 Penalty: 3332.516846
	Iteration 18Q: 3 clusters Score -3737243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3737269.750000 Penalty: 3332.516846
	Iteration 19Q: 3 clusters Score -3737270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3737298.750000 Penalty: 3332.516846
	Iteration 20F: 3 clusters Score -3737299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3737310.000000 Penalty: 3332.516846
	Iteration 21Q: 3 clusters Score -3737310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3737316.250000 Penalty: 3332.516846
	Iteration 22Q: 3 clusters Score -3737316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3737324.500000 Penalty: 3332.516846
	Iteration 23Q: 3 clusters Score -3737324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3737327.500000 Penalty: 3332.516846
	Iteration 24Q: 3 clusters Score -3737328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3737332.000000 Penalty: 3332.516846
	Iteration 25Q: 3 clusters Score -3737332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3737335.250000 Penalty: 3332.516846
	Iteration 26Q: 3 clusters Score -3737335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3737335.250000 Penalty: 3332.516846
	Iteration 27F: 3 clusters Score -3737335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Entering Unmasked Estep 
Score: -9669798.000000 Penalty: 1819.774536
	Iteration 0F: 2 clusters Score -9669798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -9622811.000000 Penalty: 3639.549072
	Iteration 0F: 3 clusters Score -9622811 nChanged 34575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -9642977.000000 Penalty: 3639.549072
	Iteration 1F: 3 clusters Score -9642977 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -9643824.000000 Penalty: 3639.549072
	Iteration 2Q: 3 clusters Score -9643824 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -9645246.000000 Penalty: 3639.549072
	Iteration 3Q: 3 clusters Score -9645246 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -9647675.000000 Penalty: 3639.549072
	Iteration 4F: 3 clusters Score -9647675 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -9651402.000000 Penalty: 3639.549072
	Iteration 5F: 3 clusters Score -9651402 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -9656206.000000 Penalty: 3639.549072
	Iteration 6F: 3 clusters Score -9656206 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -9660748.000000 Penalty: 3639.549072
	Iteration 7F: 3 clusters Score -9660748 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -9664235.000000 Penalty: 3639.549072
	Iteration 8F: 3 clusters Score -9664235 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9666396.000000 Penalty: 3639.549072
	Iteration 9Q: 3 clusters Score -9666396 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9667478.000000 Penalty: 3639.549072
	Iteration 10Q: 3 clusters Score -9667478 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9667897.000000 Penalty: 3639.549072
	Iteration 11Q: 3 clusters Score -9667897 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9668039.000000 Penalty: 3639.549072
	Iteration 12Q: 3 clusters Score -9668039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9668122.000000 Penalty: 3639.549072
	Iteration 13Q: 3 clusters Score -9668122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9668165.000000 Penalty: 3639.549072
	Iteration 14Q: 3 clusters Score -9668165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9668171.000000 Penalty: 3639.549072
	Iteration 15Q: 3 clusters Score -9668171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9668182.000000 Penalty: 3639.549072
	Iteration 16Q: 3 clusters Score -9668182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9668194.000000 Penalty: 3639.549072
	Iteration 17Q: 3 clusters Score -9668194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9668209.000000 Penalty: 3639.549072
	Iteration 18Q: 3 clusters Score -9668209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9668227.000000 Penalty: 3639.549072
	Iteration 19Q: 3 clusters Score -9668227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9668229.000000 Penalty: 3639.549072
	Iteration 20F: 3 clusters Score -9668229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9668232.000000 Penalty: 3639.549072
	Iteration 21Q: 3 clusters Score -9668232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9668238.000000 Penalty: 3639.549072
	Iteration 22Q: 3 clusters Score -9668238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9668237.000000 Penalty: 3639.549072
	Iteration 23Q: 3 clusters Score -9668237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9668237.000000 Penalty: 3639.549072
	Iteration 24F: 3 clusters Score -9668237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Entering Unmasked Estep 
Score: -3322361.250000 Penalty: 1647.470947
	Iteration 0F: 2 clusters Score -3322361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3305112.500000 Penalty: 3294.941895
	Iteration 0F: 3 clusters Score -3305112 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3311530.750000 Penalty: 3294.941895
	Iteration 1F: 3 clusters Score -3311531 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3311850.750000 Penalty: 3294.941895
	Iteration 2Q: 3 clusters Score -3311851 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3312154.500000 Penalty: 3294.941895
	Iteration 3Q: 3 clusters Score -3312154 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3312504.250000 Penalty: 3294.941895
	Iteration 4Q: 3 clusters Score -3312504 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3312845.500000 Penalty: 3294.941895
	Iteration 5Q: 3 clusters Score -3312846 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3313386.500000 Penalty: 3294.941895
	Iteration 6Q: 3 clusters Score -3313386 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3314219.250000 Penalty: 3294.941895
	Iteration 7F: 3 clusters Score -3314219 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3315432.500000 Penalty: 3294.941895
	Iteration 8F: 3 clusters Score -3315432 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3316962.750000 Penalty: 3294.941895
	Iteration 9F: 3 clusters Score -3316963 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3318418.000000 Penalty: 3294.941895
	Iteration 10F: 3 clusters Score -3318418 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3319519.250000 Penalty: 3294.941895
	Iteration 11Q: 3 clusters Score -3319519 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3320214.000000 Penalty: 3294.941895
	Iteration 12Q: 3 clusters Score -3320214 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3320530.250000 Penalty: 3294.941895
	Iteration 13Q: 3 clusters Score -3320530 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3320729.500000 Penalty: 3294.941895
	Iteration 14Q: 3 clusters Score -3320730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3320833.000000 Penalty: 3294.941895
	Iteration 15Q: 3 clusters Score -3320833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3320893.750000 Penalty: 3294.941895
	Iteration 16Q: 3 clusters Score -3320894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3320920.000000 Penalty: 3294.941895
	Iteration 17Q: 3 clusters Score -3320920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3320935.250000 Penalty: 3294.941895
	Iteration 18Q: 3 clusters Score -3320935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3320947.250000 Penalty: 3294.941895
	Iteration 19Q: 3 clusters Score -3320947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3320955.000000 Penalty: 3294.941895
	Iteration 20F: 3 clusters Score -3320955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3320958.500000 Penalty: 3294.941895
	Iteration 21Q: 3 clusters Score -3320958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3320958.750000 Penalty: 3294.941895
	Iteration 22Q: 3 clusters Score -3320959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3320961.500000 Penalty: 3294.941895
	Iteration 23Q: 3 clusters Score -3320962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3320964.500000 Penalty: 3294.941895
	Iteration 24Q: 3 clusters Score -3320964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3320965.500000 Penalty: 3294.941895
	Iteration 25Q: 3 clusters Score -3320966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3320965.500000 Penalty: 3294.941895
	Iteration 26F: 3 clusters Score -3320966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -184553.656250 Penalty: 1182.215454
	Iteration 0F: 2 clusters Score -184553.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -182805.140625 Penalty: 2364.430908
	Iteration 0F: 3 clusters Score -182805.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -183146.375000 Penalty: 2364.430908
	Iteration 1F: 3 clusters Score -183146.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -183228.875000 Penalty: 2364.430908
	Iteration 2F: 3 clusters Score -183228.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183266.984375 Penalty: 2364.430908
	Iteration 3Q: 3 clusters Score -183267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -183285.843750 Penalty: 2364.430908
	Iteration 4Q: 3 clusters Score -183285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183304.218750 Penalty: 2364.430908
	Iteration 5Q: 3 clusters Score -183304.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -183324.125000 Penalty: 2364.430908
	Iteration 6Q: 3 clusters Score -183324.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -183342.796875 Penalty: 2364.430908
	Iteration 7Q: 3 clusters Score -183342.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -183356.281250 Penalty: 2364.430908
	Iteration 8Q: 3 clusters Score -183356.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -183362.656250 Penalty: 2364.430908
	Iteration 9Q: 3 clusters Score -183362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -183370.890625 Penalty: 2364.430908
	Iteration 10Q: 3 clusters Score -183370.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -183384.984375 Penalty: 2364.430908
	Iteration 11Q: 3 clusters Score -183385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -183396.812500 Penalty: 2364.430908
	Iteration 12Q: 3 clusters Score -183396.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183404.359375 Penalty: 2364.430908
	Iteration 13Q: 3 clusters Score -183404.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -183414.546875 Penalty: 2364.430908
	Iteration 14Q: 3 clusters Score -183414.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -183423.343750 Penalty: 2364.430908
	Iteration 15Q: 3 clusters Score -183423.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -183433.171875 Penalty: 2364.430908
	Iteration 16Q: 3 clusters Score -183433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -183440.109375 Penalty: 2364.430908
	Iteration 17Q: 3 clusters Score -183440.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -183446.406250 Penalty: 2364.430908
	Iteration 18Q: 3 clusters Score -183446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -183454.234375 Penalty: 2364.430908
	Iteration 19Q: 3 clusters Score -183454.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -183463.250000 Penalty: 2364.430908
	Iteration 20F: 3 clusters Score -183463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183469.265625 Penalty: 2364.430908
	Iteration 21Q: 3 clusters Score -183469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183475.875000 Penalty: 2364.430908
	Iteration 22Q: 3 clusters Score -183475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -183478.890625 Penalty: 2364.430908
	Iteration 23Q: 3 clusters Score -183478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -183481.359375 Penalty: 2364.430908
	Iteration 24Q: 3 clusters Score -183481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -183484.812500 Penalty: 2364.430908
	Iteration 25Q: 3 clusters Score -183484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -183486.890625 Penalty: 2364.430908
	Iteration 26Q: 3 clusters Score -183486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -183487.546875 Penalty: 2364.430908
	Iteration 27Q: 3 clusters Score -183487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -183488.546875 Penalty: 2364.430908
	Iteration 28Q: 3 clusters Score -183488.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -183488.546875 Penalty: 2364.430908
	Iteration 29F: 3 clusters Score -183488.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Entering Unmasked Estep 
Score: -2193383.000000 Penalty: 1578.950073
	Iteration 0F: 2 clusters Score -2193383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2182046.000000 Penalty: 3157.900146
	Iteration 0F: 3 clusters Score -2182046 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2185987.000000 Penalty: 3157.900146
	Iteration 1F: 3 clusters Score -2185987 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2186188.000000 Penalty: 3157.900146
	Iteration 2Q: 3 clusters Score -2186188 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2186350.500000 Penalty: 3157.900146
	Iteration 3Q: 3 clusters Score -2186350 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2186516.750000 Penalty: 3157.900146
	Iteration 4Q: 3 clusters Score -2186517 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2186680.500000 Penalty: 3157.900146
	Iteration 5Q: 3 clusters Score -2186680 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2186843.250000 Penalty: 3157.900146
	Iteration 6Q: 3 clusters Score -2186843 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2187086.750000 Penalty: 3157.900146
	Iteration 7Q: 3 clusters Score -2187087 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2187446.500000 Penalty: 3157.900146
	Iteration 8Q: 3 clusters Score -2187446 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2188054.000000 Penalty: 3157.900146
	Iteration 9F: 3 clusters Score -2188054 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2188831.500000 Penalty: 3157.900146
	Iteration 10F: 3 clusters Score -2188832 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2189663.750000 Penalty: 3157.900146
	Iteration 11F: 3 clusters Score -2189664 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2190503.750000 Penalty: 3157.900146
	Iteration 12F: 3 clusters Score -2190504 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2191177.750000 Penalty: 3157.900146
	Iteration 13Q: 3 clusters Score -2191178 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2191589.000000 Penalty: 3157.900146
	Iteration 14Q: 3 clusters Score -2191589 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2191790.250000 Penalty: 3157.900146
	Iteration 15Q: 3 clusters Score -2191790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2191883.250000 Penalty: 3157.900146
	Iteration 16Q: 3 clusters Score -2191883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2191948.500000 Penalty: 3157.900146
	Iteration 17Q: 3 clusters Score -2191948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2191992.250000 Penalty: 3157.900146
	Iteration 18Q: 3 clusters Score -2191992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2192008.750000 Penalty: 3157.900146
	Iteration 19Q: 3 clusters Score -2192009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2192022.500000 Penalty: 3157.900146
	Iteration 20F: 3 clusters Score -2192022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2192038.750000 Penalty: 3157.900146
	Iteration 21Q: 3 clusters Score -2192039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2192041.250000 Penalty: 3157.900146
	Iteration 22Q: 3 clusters Score -2192041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2192057.250000 Penalty: 3157.900146
	Iteration 23Q: 3 clusters Score -2192057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2192071.000000 Penalty: 3157.900146
	Iteration 24Q: 3 clusters Score -2192071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2192077.250000 Penalty: 3157.900146
	Iteration 25Q: 3 clusters Score -2192077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2192082.000000 Penalty: 3157.900146
	Iteration 26Q: 3 clusters Score -2192082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2192090.500000 Penalty: 3157.900146
	Iteration 27Q: 3 clusters Score -2192090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2192103.000000 Penalty: 3157.900146
	Iteration 28Q: 3 clusters Score -2192103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2192118.250000 Penalty: 3157.900146
	Iteration 29Q: 3 clusters Score -2192118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2192123.250000 Penalty: 3157.900146
	Iteration 30Q: 3 clusters Score -2192123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2192124.250000 Penalty: 3157.900146
	Iteration 31Q: 3 clusters Score -2192124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2192124.250000 Penalty: 3157.900146
	Iteration 32F: 3 clusters Score -2192124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Entering Unmasked Estep 
Score: -7950685.000000 Penalty: 1789.001709
	Iteration 0F: 2 clusters Score -7950685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -7910501.000000 Penalty: 3578.003418
	Iteration 0F: 3 clusters Score -7910501 nChanged 28530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -7926743.000000 Penalty: 3578.003418
	Iteration 1F: 3 clusters Score -7926743 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -7927297.000000 Penalty: 3578.003418
	Iteration 2Q: 3 clusters Score -7927297 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -7928075.500000 Penalty: 3578.003418
	Iteration 3Q: 3 clusters Score -7928076 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -7929225.500000 Penalty: 3578.003418
	Iteration 4Q: 3 clusters Score -7929226 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -7931237.500000 Penalty: 3578.003418
	Iteration 5F: 3 clusters Score -7931238 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -7934207.000000 Penalty: 3578.003418
	Iteration 6F: 3 clusters Score -7934207 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -7937861.500000 Penalty: 3578.003418
	Iteration 7F: 3 clusters Score -7937862 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -7941702.500000 Penalty: 3578.003418
	Iteration 8F: 3 clusters Score -7941702 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -7945015.500000 Penalty: 3578.003418
	Iteration 9F: 3 clusters Score -7945016 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7947331.500000 Penalty: 3578.003418
	Iteration 10Q: 3 clusters Score -7947332 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7948458.000000 Penalty: 3578.003418
	Iteration 11Q: 3 clusters Score -7948458 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7948842.000000 Penalty: 3578.003418
	Iteration 12Q: 3 clusters Score -7948842 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7948989.000000 Penalty: 3578.003418
	Iteration 13Q: 3 clusters Score -7948989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7949049.000000 Penalty: 3578.003418
	Iteration 14Q: 3 clusters Score -7949049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7949080.000000 Penalty: 3578.003418
	Iteration 15Q: 3 clusters Score -7949080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7949096.000000 Penalty: 3578.003418
	Iteration 16Q: 3 clusters Score -7949096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7949113.000000 Penalty: 3578.003418
	Iteration 17Q: 3 clusters Score -7949113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7949124.000000 Penalty: 3578.003418
	Iteration 18Q: 3 clusters Score -7949124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7949130.500000 Penalty: 3578.003418
	Iteration 19Q: 3 clusters Score -7949130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7949150.000000 Penalty: 3578.003418
	Iteration 20F: 3 clusters Score -7949150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7949148.500000 Penalty: 3578.003418
	Iteration 21Q: 3 clusters Score -7949148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7949157.500000 Penalty: 3578.003418
	Iteration 22Q: 3 clusters Score -7949158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7949155.500000 Penalty: 3578.003418
	Iteration 23Q: 3 clusters Score -7949156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7949162.000000 Penalty: 3578.003418
	Iteration 24Q: 3 clusters Score -7949162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7949162.000000 Penalty: 3578.003418
	Iteration 25F: 3 clusters Score -7949162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Entering Unmasked Estep 
Score: -1485151.875000 Penalty: 1523.879150
	Iteration 0F: 2 clusters Score -1485152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1477011.000000 Penalty: 3047.758301
	Iteration 0F: 3 clusters Score -1477011 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1479669.375000 Penalty: 3047.758301
	Iteration 1F: 3 clusters Score -1479669 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1479964.250000 Penalty: 3047.758301
	Iteration 2F: 3 clusters Score -1479964 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1480222.125000 Penalty: 3047.758301
	Iteration 3Q: 3 clusters Score -1480222 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1480556.000000 Penalty: 3047.758301
	Iteration 4Q: 3 clusters Score -1480556 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1480894.875000 Penalty: 3047.758301
	Iteration 5Q: 3 clusters Score -1480895 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1481244.250000 Penalty: 3047.758301
	Iteration 6F: 3 clusters Score -1481244 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1481689.000000 Penalty: 3047.758301
	Iteration 7F: 3 clusters Score -1481689 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1482238.500000 Penalty: 3047.758301
	Iteration 8F: 3 clusters Score -1482238 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1482845.250000 Penalty: 3047.758301
	Iteration 9F: 3 clusters Score -1482845 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1483477.375000 Penalty: 3047.758301
	Iteration 10F: 3 clusters Score -1483477 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1483888.000000 Penalty: 3047.758301
	Iteration 11Q: 3 clusters Score -1483888 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1484126.875000 Penalty: 3047.758301
	Iteration 12Q: 3 clusters Score -1484127 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1484236.875000 Penalty: 3047.758301
	Iteration 13Q: 3 clusters Score -1484237 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1484304.500000 Penalty: 3047.758301
	Iteration 14Q: 3 clusters Score -1484304 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1484347.000000 Penalty: 3047.758301
	Iteration 15Q: 3 clusters Score -1484347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1484368.625000 Penalty: 3047.758301
	Iteration 16Q: 3 clusters Score -1484369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1484388.625000 Penalty: 3047.758301
	Iteration 17Q: 3 clusters Score -1484389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1484399.000000 Penalty: 3047.758301
	Iteration 18Q: 3 clusters Score -1484399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1484407.875000 Penalty: 3047.758301
	Iteration 19Q: 3 clusters Score -1484408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1484417.750000 Penalty: 3047.758301
	Iteration 20F: 3 clusters Score -1484418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1484428.625000 Penalty: 3047.758301
	Iteration 21Q: 3 clusters Score -1484429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1484432.875000 Penalty: 3047.758301
	Iteration 22Q: 3 clusters Score -1484433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1484435.000000 Penalty: 3047.758301
	Iteration 23Q: 3 clusters Score -1484435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1484434.750000 Penalty: 3047.758301
	Iteration 24Q: 3 clusters Score -1484435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1484438.375000 Penalty: 3047.758301
	Iteration 25Q: 3 clusters Score -1484438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1484438.500000 Penalty: 3047.758301
	Iteration 26Q: 3 clusters Score -1484438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1484440.250000 Penalty: 3047.758301
	Iteration 27Q: 3 clusters Score -1484440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1484440.250000 Penalty: 3047.758301
	Iteration 28F: 3 clusters Score -1484440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Entering Unmasked Estep 
Score: -7134802.000000 Penalty: 1771.308838
	Iteration 0F: 2 clusters Score -7134802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -7098759.500000 Penalty: 3542.617676
	Iteration 0F: 3 clusters Score -7098760 nChanged 25357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -7113085.500000 Penalty: 3542.617676
	Iteration 1F: 3 clusters Score -7113086 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -7113741.500000 Penalty: 3542.617676
	Iteration 2Q: 3 clusters Score -7113742 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -7114553.000000 Penalty: 3542.617676
	Iteration 3Q: 3 clusters Score -7114553 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -7115660.500000 Penalty: 3542.617676
	Iteration 4Q: 3 clusters Score -7115660 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -7117305.000000 Penalty: 3542.617676
	Iteration 5F: 3 clusters Score -7117305 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -7119433.500000 Penalty: 3542.617676
	Iteration 6F: 3 clusters Score -7119434 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -7121867.000000 Penalty: 3542.617676
	Iteration 7F: 3 clusters Score -7121867 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -7124266.500000 Penalty: 3542.617676
	Iteration 8F: 3 clusters Score -7124266 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -7126485.000000 Penalty: 3542.617676
	Iteration 9F: 3 clusters Score -7126485 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -7128457.000000 Penalty: 3542.617676
	Iteration 10Q: 3 clusters Score -7128457 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7130271.500000 Penalty: 3542.617676
	Iteration 11Q: 3 clusters Score -7130272 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7131618.000000 Penalty: 3542.617676
	Iteration 12Q: 3 clusters Score -7131618 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7132480.000000 Penalty: 3542.617676
	Iteration 13Q: 3 clusters Score -7132480 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7132916.000000 Penalty: 3542.617676
	Iteration 14Q: 3 clusters Score -7132916 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7133092.000000 Penalty: 3542.617676
	Iteration 15Q: 3 clusters Score -7133092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7133186.500000 Penalty: 3542.617676
	Iteration 16Q: 3 clusters Score -7133186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7133233.500000 Penalty: 3542.617676
	Iteration 17Q: 3 clusters Score -7133234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7133261.000000 Penalty: 3542.617676
	Iteration 18Q: 3 clusters Score -7133261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7133279.000000 Penalty: 3542.617676
	Iteration 19Q: 3 clusters Score -7133279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7133290.000000 Penalty: 3542.617676
	Iteration 20F: 3 clusters Score -7133290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7133286.000000 Penalty: 3542.617676
	Iteration 21Q: 3 clusters Score -7133286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7133295.000000 Penalty: 3542.617676
	Iteration 22Q: 3 clusters Score -7133295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7133294.500000 Penalty: 3542.617676
	Iteration 23Q: 3 clusters Score -7133294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7133296.500000 Penalty: 3542.617676
	Iteration 24Q: 3 clusters Score -7133296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7133296.500000 Penalty: 3542.617676
	Iteration 25F: 3 clusters Score -7133296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Entering Unmasked Estep 
Score: -8255620.500000 Penalty: 1794.589233
	Iteration 0F: 2 clusters Score -8255620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -8214524.500000 Penalty: 3589.178467
	Iteration 0F: 3 clusters Score -8214524 nChanged 29456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -8231327.500000 Penalty: 3589.178467
	Iteration 1F: 3 clusters Score -8231328 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -8232200.500000 Penalty: 3589.178467
	Iteration 2Q: 3 clusters Score -8232200 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -8233592.500000 Penalty: 3589.178467
	Iteration 3F: 3 clusters Score -8233592 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -8235599.000000 Penalty: 3589.178467
	Iteration 4F: 3 clusters Score -8235599 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -8238394.000000 Penalty: 3589.178467
	Iteration 5F: 3 clusters Score -8238394 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8241460.000000 Penalty: 3589.178467
	Iteration 6F: 3 clusters Score -8241460 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -8244518.500000 Penalty: 3589.178467
	Iteration 7F: 3 clusters Score -8244518 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -8246913.500000 Penalty: 3589.178467
	Iteration 8F: 3 clusters Score -8246914 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -8248905.500000 Penalty: 3589.178467
	Iteration 9Q: 3 clusters Score -8248906 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -8250536.000000 Penalty: 3589.178467
	Iteration 10Q: 3 clusters Score -8250536 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -8251913.500000 Penalty: 3589.178467
	Iteration 11Q: 3 clusters Score -8251914 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -8252915.500000 Penalty: 3589.178467
	Iteration 12Q: 3 clusters Score -8252916 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -8253481.000000 Penalty: 3589.178467
	Iteration 13Q: 3 clusters Score -8253481 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -8253762.000000 Penalty: 3589.178467
	Iteration 14Q: 3 clusters Score -8253762 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -8253910.000000 Penalty: 3589.178467
	Iteration 15Q: 3 clusters Score -8253910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -8253997.000000 Penalty: 3589.178467
	Iteration 16Q: 3 clusters Score -8253997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -8254029.500000 Penalty: 3589.178467
	Iteration 17Q: 3 clusters Score -8254030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -8254065.500000 Penalty: 3589.178467
	Iteration 18Q: 3 clusters Score -8254066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -8254072.000000 Penalty: 3589.178467
	Iteration 19Q: 3 clusters Score -8254072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -8254083.500000 Penalty: 3589.178467
	Iteration 20F: 3 clusters Score -8254084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -8254101.500000 Penalty: 3589.178467
	Iteration 21Q: 3 clusters Score -8254102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -8254108.500000 Penalty: 3589.178467
	Iteration 22Q: 3 clusters Score -8254108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -8254115.000000 Penalty: 3589.178467
	Iteration 23Q: 3 clusters Score -8254115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -8254124.000000 Penalty: 3589.178467
	Iteration 24Q: 3 clusters Score -8254124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -8254124.000000 Penalty: 3589.178467
	Iteration 25F: 3 clusters Score -8254124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -350056.781250 Penalty: 1281.304810
	Iteration 0F: 2 clusters Score -350056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -347505.812500 Penalty: 2562.609619
	Iteration 0F: 3 clusters Score -347505.8 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -348082.000000 Penalty: 2562.609619
	Iteration 1F: 3 clusters Score -348082 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -348210.062500 Penalty: 2562.609619
	Iteration 2F: 3 clusters Score -348210.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -348274.500000 Penalty: 2562.609619
	Iteration 3Q: 3 clusters Score -348274.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -348318.875000 Penalty: 2562.609619
	Iteration 4Q: 3 clusters Score -348318.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -348349.875000 Penalty: 2562.609619
	Iteration 5Q: 3 clusters Score -348349.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -348374.625000 Penalty: 2562.609619
	Iteration 6Q: 3 clusters Score -348374.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -348395.031250 Penalty: 2562.609619
	Iteration 7Q: 3 clusters Score -348395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -348411.625000 Penalty: 2562.609619
	Iteration 8Q: 3 clusters Score -348411.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -348428.375000 Penalty: 2562.609619
	Iteration 9Q: 3 clusters Score -348428.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -348439.531250 Penalty: 2562.609619
	Iteration 10Q: 3 clusters Score -348439.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -348447.906250 Penalty: 2562.609619
	Iteration 11Q: 3 clusters Score -348447.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -348454.687500 Penalty: 2562.609619
	Iteration 12Q: 3 clusters Score -348454.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -348461.406250 Penalty: 2562.609619
	Iteration 13Q: 3 clusters Score -348461.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -348467.375000 Penalty: 2562.609619
	Iteration 14Q: 3 clusters Score -348467.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -348474.781250 Penalty: 2562.609619
	Iteration 15Q: 3 clusters Score -348474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -348479.718750 Penalty: 2562.609619
	Iteration 16Q: 3 clusters Score -348479.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -348485.781250 Penalty: 2562.609619
	Iteration 17Q: 3 clusters Score -348485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -348492.562500 Penalty: 2562.609619
	Iteration 18Q: 3 clusters Score -348492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -348496.093750 Penalty: 2562.609619
	Iteration 19Q: 3 clusters Score -348496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -348498.593750 Penalty: 2562.609619
	Iteration 20F: 3 clusters Score -348498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -348501.875000 Penalty: 2562.609619
	Iteration 21Q: 3 clusters Score -348501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -348506.093750 Penalty: 2562.609619
	Iteration 22Q: 3 clusters Score -348506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -348511.875000 Penalty: 2562.609619
	Iteration 23Q: 3 clusters Score -348511.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -348517.343750 Penalty: 2562.609619
	Iteration 24Q: 3 clusters Score -348517.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -348520.531250 Penalty: 2562.609619
	Iteration 25Q: 3 clusters Score -348520.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -348524.437500 Penalty: 2562.609619
	Iteration 26Q: 3 clusters Score -348524.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -348529.468750 Penalty: 2562.609619
	Iteration 27Q: 3 clusters Score -348529.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -348532.906250 Penalty: 2562.609619
	Iteration 28Q: 3 clusters Score -348532.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -348537.718750 Penalty: 2562.609619
	Iteration 29Q: 3 clusters Score -348537.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -348543.937500 Penalty: 2562.609619
	Iteration 30Q: 3 clusters Score -348543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -348547.625000 Penalty: 2562.609619
	Iteration 31Q: 3 clusters Score -348547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -348552.031250 Penalty: 2562.609619
	Iteration 32Q: 3 clusters Score -348552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -348556.968750 Penalty: 2562.609619
	Iteration 33Q: 3 clusters Score -348557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -348560.250000 Penalty: 2562.609619
	Iteration 34Q: 3 clusters Score -348560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -348563.500000 Penalty: 2562.609619
	Iteration 35Q: 3 clusters Score -348563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -348566.843750 Penalty: 2562.609619
	Iteration 36Q: 3 clusters Score -348566.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -348569.656250 Penalty: 2562.609619
	Iteration 37Q: 3 clusters Score -348569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -348571.968750 Penalty: 2562.609619
	Iteration 38Q: 3 clusters Score -348572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -348576.375000 Penalty: 2562.609619
	Iteration 39Q: 3 clusters Score -348576.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -348582.500000 Penalty: 2562.609619
	Iteration 40F: 3 clusters Score -348582.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -348592.031250 Penalty: 2562.609619
	Iteration 41Q: 3 clusters Score -348592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -348601.843750 Penalty: 2562.609619
	Iteration 42Q: 3 clusters Score -348601.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -348613.937500 Penalty: 2562.609619
	Iteration 43Q: 3 clusters Score -348613.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -348633.375000 Penalty: 2562.609619
	Iteration 44Q: 3 clusters Score -348633.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -348661.281250 Penalty: 2562.609619
	Iteration 45Q: 3 clusters Score -348661.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -348690.687500 Penalty: 2562.609619
	Iteration 46Q: 3 clusters Score -348690.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -348711.343750 Penalty: 2562.609619
	Iteration 47Q: 3 clusters Score -348711.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -348725.031250 Penalty: 2562.609619
	Iteration 48Q: 3 clusters Score -348725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -348735.375000 Penalty: 2562.609619
	Iteration 49Q: 3 clusters Score -348735.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -348747.062500 Penalty: 2562.609619
	Iteration 50Q: 3 clusters Score -348747.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -348762.375000 Penalty: 2562.609619
	Iteration 51Q: 3 clusters Score -348762.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -348774.875000 Penalty: 2562.609619
	Iteration 52Q: 3 clusters Score -348774.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -348786.656250 Penalty: 2562.609619
	Iteration 53Q: 3 clusters Score -348786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -348794.750000 Penalty: 2562.609619
	Iteration 54Q: 3 clusters Score -348794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -348798.843750 Penalty: 2562.609619
	Iteration 55Q: 3 clusters Score -348798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -348802.125000 Penalty: 2562.609619
	Iteration 56Q: 3 clusters Score -348802.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -348805.468750 Penalty: 2562.609619
	Iteration 57Q: 3 clusters Score -348805.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -348808.343750 Penalty: 2562.609619
	Iteration 58Q: 3 clusters Score -348808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -348813.312500 Penalty: 2562.609619
	Iteration 59Q: 3 clusters Score -348813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -348815.500000 Penalty: 2562.609619
	Iteration 60F: 3 clusters Score -348815.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -348821.375000 Penalty: 2562.609619
	Iteration 61Q: 3 clusters Score -348821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -348828.125000 Penalty: 2562.609619
	Iteration 62Q: 3 clusters Score -348828.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -348839.156250 Penalty: 2562.609619
	Iteration 63Q: 3 clusters Score -348839.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -348843.562500 Penalty: 2562.609619
	Iteration 64Q: 3 clusters Score -348843.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -348850.812500 Penalty: 2562.609619
	Iteration 65Q: 3 clusters Score -348850.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -348860.312500 Penalty: 2562.609619
	Iteration 66Q: 3 clusters Score -348860.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -348865.468750 Penalty: 2562.609619
	Iteration 67Q: 3 clusters Score -348865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -348871.843750 Penalty: 2562.609619
	Iteration 68Q: 3 clusters Score -348871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -348878.437500 Penalty: 2562.609619
	Iteration 69Q: 3 clusters Score -348878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -348886.125000 Penalty: 2562.609619
	Iteration 70Q: 3 clusters Score -348886.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -348895.031250 Penalty: 2562.609619
	Iteration 71Q: 3 clusters Score -348895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -348900.468750 Penalty: 2562.609619
	Iteration 72Q: 3 clusters Score -348900.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -348904.343750 Penalty: 2562.609619
	Iteration 73Q: 3 clusters Score -348904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -348905.437500 Penalty: 2562.609619
	Iteration 74Q: 3 clusters Score -348905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -348906.937500 Penalty: 2562.609619
	Iteration 75Q: 3 clusters Score -348906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -348906.937500 Penalty: 2562.609619
	Iteration 76F: 3 clusters Score -348906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -310468.625000 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -310468.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -308183.625000 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -308183.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -308697.687500 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -308697.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -308812.843750 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -308812.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -308874.656250 Penalty: 2523.672119
	Iteration 3Q: 3 clusters Score -308874.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -308922.312500 Penalty: 2523.672119
	Iteration 4Q: 3 clusters Score -308922.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -308955.093750 Penalty: 2523.672119
	Iteration 5Q: 3 clusters Score -308955.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -308979.500000 Penalty: 2523.672119
	Iteration 6Q: 3 clusters Score -308979.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -308996.593750 Penalty: 2523.672119
	Iteration 7Q: 3 clusters Score -308996.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -309009.937500 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -309009.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -309017.000000 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -309017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -309022.031250 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -309022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -309025.218750 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -309025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -309029.718750 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -309029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -309031.500000 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -309031.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -309034.031250 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -309034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -309036.093750 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -309036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -309037.312500 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -309037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -309037.218750 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -309037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -309038.093750 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -309038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -309038.093750 Penalty: 2523.672119
	Iteration 19F: 3 clusters Score -309038.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -41667.132812 Penalty: 973.612976
	Iteration 0F: 2 clusters Score -41667.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40821.062500 Penalty: 1947.225952
	Iteration 0F: 3 clusters Score -40821.06 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41055.898438 Penalty: 1947.225952
	Iteration 1F: 3 clusters Score -41055.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41160.558594 Penalty: 1947.225952
	Iteration 2F: 3 clusters Score -41160.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41352.222656 Penalty: 1947.225952
	Iteration 3F: 3 clusters Score -41352.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41526.261719 Penalty: 1947.225952
	Iteration 4F: 3 clusters Score -41526.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41568.535156 Penalty: 1947.225952
	Iteration 5Q: 3 clusters Score -41568.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41579.136719 Penalty: 1947.225952
	Iteration 6Q: 3 clusters Score -41579.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41580.746094 Penalty: 1947.225952
	Iteration 7Q: 3 clusters Score -41580.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41580.746094 Penalty: 1947.225952
	Iteration 8F: 3 clusters Score -41580.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19434 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6989 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 73029 members 
Mstep: Class 11 contains 25293 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 16591 members 
Mstep: Class 15 contains 60430 members 
Mstep: Class 16 contains 11822 members 
Mstep: Class 17 contains 54196 members 
Mstep: Class 18 contains 62544 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942004.000000 Penalty: 42073.230469
Iteration 79Q: 21 clusters Score -5.3942e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19417 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 2360 members 
Mstep: Class 7 contains 35280 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 28395 members 
Mstep: Class 10 contains 73136 members 
Mstep: Class 11 contains 25293 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 16592 members 
Mstep: Class 15 contains 60388 members 
Mstep: Class 16 contains 11825 members 
Mstep: Class 17 contains 54198 members 
Mstep: Class 18 contains 62549 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942024.000000 Penalty: 42073.230469
Iteration 80F: 21 clusters Score -5.394202e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19416 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12438 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 310 members 
Mstep: Class 9 contains 28394 members 
Mstep: Class 10 contains 73214 members 
Mstep: Class 11 contains 25297 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 16592 members 
Mstep: Class 15 contains 60366 members 
Mstep: Class 16 contains 11829 members 
Mstep: Class 17 contains 54197 members 
Mstep: Class 18 contains 62552 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942144.000000 Penalty: 42073.230469
Iteration 81Q: 21 clusters Score -5.394214e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19407 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 12438 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 309 members 
Mstep: Class 9 contains 28394 members 
Mstep: Class 10 contains 73266 members 
Mstep: Class 11 contains 25298 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 16594 members 
Mstep: Class 15 contains 60374 members 
Mstep: Class 16 contains 11837 members 
Mstep: Class 17 contains 54200 members 
Mstep: Class 18 contains 62551 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942052.000000 Penalty: 42073.230469
Iteration 82Q: 21 clusters Score -5.394205e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19397 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12438 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 35280 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 28394 members 
Mstep: Class 10 contains 73315 members 
Mstep: Class 11 contains 25297 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 16595 members 
Mstep: Class 15 contains 60386 members 
Mstep: Class 16 contains 11849 members 
Mstep: Class 17 contains 54199 members 
Mstep: Class 18 contains 62551 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942096.000000 Penalty: 42073.230469
Iteration 83Q: 21 clusters Score -5.39421e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19386 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12438 members 
Mstep: Class 5 contains 6967 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 28391 members 
Mstep: Class 10 contains 73366 members 
Mstep: Class 11 contains 25296 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 16595 members 
Mstep: Class 15 contains 60405 members 
Mstep: Class 16 contains 11866 members 
Mstep: Class 17 contains 54199 members 
Mstep: Class 18 contains 62551 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942096.000000 Penalty: 42073.230469
Iteration 84Q: 21 clusters Score -5.39421e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 19375 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6953 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 35277 members 
Mstep: Class 8 contains 304 members 
Mstep: Class 9 contains 28387 members 
Mstep: Class 10 contains 73416 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 13 contains 16597 members 
Mstep: Class 15 contains 60415 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 54202 members 
Mstep: Class 18 contains 62558 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942076.000000 Penalty: 42073.230469
Iteration 85Q: 21 clusters Score -5.394208e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19369 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 6944 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 35276 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 28392 members 
Mstep: Class 10 contains 73467 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 1440 members 
Mstep: Class 13 contains 16597 members 
Mstep: Class 15 contains 60405 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 54202 members 
Mstep: Class 18 contains 62560 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942084.000000 Penalty: 42073.230469
Iteration 86Q: 21 clusters Score -5.394208e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19363 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12445 members 
Mstep: Class 5 contains 6941 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 35274 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 28389 members 
Mstep: Class 10 contains 73501 members 
Mstep: Class 11 contains 25295 members 
Mstep: Class 12 contains 1440 members 
Mstep: Class 13 contains 16598 members 
Mstep: Class 15 contains 60422 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 54203 members 
Mstep: Class 18 contains 62564 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941992.000000 Penalty: 42073.230469
Iteration 87Q: 21 clusters Score -5.394199e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19353 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 6939 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 35274 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 73538 members 
Mstep: Class 11 contains 25296 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 13 contains 16598 members 
Mstep: Class 15 contains 60432 members 
Mstep: Class 16 contains 11890 members 
Mstep: Class 17 contains 54203 members 
Mstep: Class 18 contains 62566 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942156.000000 Penalty: 42073.230469
Iteration 88Q: 21 clusters Score -5.394216e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19346 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 6938 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 28384 members 
Mstep: Class 10 contains 73559 members 
Mstep: Class 11 contains 25299 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 15 contains 60446 members 
Mstep: Class 16 contains 11895 members 
Mstep: Class 17 contains 54204 members 
Mstep: Class 18 contains 62568 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942152.000000 Penalty: 42073.230469
Iteration 89Q: 21 clusters Score -5.394215e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19340 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6931 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 28383 members 
Mstep: Class 10 contains 73590 members 
Mstep: Class 11 contains 25299 members 
Mstep: Class 12 contains 1442 members 
Mstep: Class 13 contains 16600 members 
Mstep: Class 15 contains 60448 members 
Mstep: Class 16 contains 11897 members 
Mstep: Class 17 contains 54204 members 
Mstep: Class 18 contains 62573 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942124.000000 Penalty: 42073.230469
Iteration 90Q: 21 clusters Score -5.394212e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19333 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12439 members 
Mstep: Class 5 contains 6927 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28379 members 
Mstep: Class 10 contains 73615 members 
Mstep: Class 11 contains 25299 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 16600 members 
Mstep: Class 15 contains 60458 members 
Mstep: Class 16 contains 11901 members 
Mstep: Class 17 contains 54204 members 
Mstep: Class 18 contains 62576 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942140.000000 Penalty: 42073.230469
Iteration 91Q: 21 clusters Score -5.394214e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19331 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 12438 members 
Mstep: Class 5 contains 6923 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28372 members 
Mstep: Class 10 contains 73645 members 
Mstep: Class 11 contains 25298 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60464 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 54203 members 
Mstep: Class 18 contains 62579 members 
Mstep: Class 19 contains 2174 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942224.000000 Penalty: 42073.230469
Iteration 92Q: 21 clusters Score -5.394222e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19332 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6922 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28369 members 
Mstep: Class 10 contains 73678 members 
Mstep: Class 11 contains 25298 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 15 contains 60454 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54204 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 2155 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942264.000000 Penalty: 42073.230469
Iteration 93Q: 21 clusters Score -5.394226e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19326 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28365 members 
Mstep: Class 10 contains 73705 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60443 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54205 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942280.000000 Penalty: 42073.230469
Iteration 94Q: 21 clusters Score -5.394228e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19328 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6928 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28363 members 
Mstep: Class 10 contains 73725 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1446 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60431 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 54206 members 
Mstep: Class 18 contains 62581 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942276.000000 Penalty: 42073.230469
Iteration 95Q: 21 clusters Score -5.394228e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19324 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6923 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28362 members 
Mstep: Class 10 contains 73757 members 
Mstep: Class 11 contains 25299 members 
Mstep: Class 12 contains 1448 members 
Mstep: Class 13 contains 16604 members 
Mstep: Class 15 contains 60417 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54206 members 
Mstep: Class 18 contains 62583 members 
Mstep: Class 19 contains 2128 members 
Mstep: Class 20 contains 2341 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942236.000000 Penalty: 42073.230469
Iteration 96Q: 21 clusters Score -5.394224e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19322 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28361 members 
Mstep: Class 10 contains 73789 members 
Mstep: Class 11 contains 25297 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60395 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 62583 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 2342 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942276.000000 Penalty: 42073.230469
Iteration 97Q: 21 clusters Score -5.394228e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19319 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6921 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28356 members 
Mstep: Class 10 contains 73816 members 
Mstep: Class 11 contains 25298 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 15 contains 60378 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 62583 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942248.000000 Penalty: 42073.230469
Iteration 98Q: 21 clusters Score -5.394225e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19323 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28355 members 
Mstep: Class 10 contains 73828 members 
Mstep: Class 11 contains 25298 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60369 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 62583 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942236.000000 Penalty: 42073.230469
Iteration 99Q: 21 clusters Score -5.394224e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19323 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6918 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28355 members 
Mstep: Class 10 contains 73848 members 
Mstep: Class 11 contains 25298 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60353 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 62583 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942248.000000 Penalty: 42073.230469
Iteration 100F: 21 clusters Score -5.394225e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19319 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6915 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28355 members 
Mstep: Class 10 contains 73880 members 
Mstep: Class 11 contains 25298 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60330 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 62583 members 
Mstep: Class 19 contains 2116 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942296.000000 Penalty: 42073.230469
Iteration 101Q: 21 clusters Score -5.39423e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19319 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28356 members 
Mstep: Class 10 contains 73899 members 
Mstep: Class 11 contains 25299 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60317 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54206 members 
Mstep: Class 18 contains 62583 members 
Mstep: Class 19 contains 2112 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942288.000000 Penalty: 42073.230469
Iteration 102Q: 21 clusters Score -5.394229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19317 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28353 members 
Mstep: Class 10 contains 73921 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60306 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54206 members 
Mstep: Class 18 contains 62582 members 
Mstep: Class 19 contains 2108 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942348.000000 Penalty: 42073.230469
Iteration 103Q: 21 clusters Score -5.394235e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19314 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35274 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28350 members 
Mstep: Class 10 contains 73941 members 
Mstep: Class 11 contains 25299 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60301 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54206 members 
Mstep: Class 18 contains 62582 members 
Mstep: Class 19 contains 2100 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942340.000000 Penalty: 42073.230469
Iteration 104Q: 21 clusters Score -5.394234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19313 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28346 members 
Mstep: Class 10 contains 73956 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60298 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54208 members 
Mstep: Class 18 contains 62582 members 
Mstep: Class 19 contains 2089 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942344.000000 Penalty: 42073.230469
Iteration 105Q: 21 clusters Score -5.394234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28347 members 
Mstep: Class 10 contains 73971 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60290 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54211 members 
Mstep: Class 18 contains 62582 members 
Mstep: Class 19 contains 2081 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942336.000000 Penalty: 42073.230469
Iteration 106Q: 21 clusters Score -5.394234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28348 members 
Mstep: Class 10 contains 73976 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60288 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54213 members 
Mstep: Class 18 contains 62582 members 
Mstep: Class 19 contains 2074 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942356.000000 Penalty: 42073.230469
Iteration 107Q: 21 clusters Score -5.394236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19307 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28348 members 
Mstep: Class 10 contains 73979 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60293 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54214 members 
Mstep: Class 18 contains 62582 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942388.000000 Penalty: 42073.230469
Iteration 108Q: 21 clusters Score -5.394239e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19305 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28348 members 
Mstep: Class 10 contains 73983 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60293 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54213 members 
Mstep: Class 18 contains 62582 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942372.000000 Penalty: 42073.230469
Iteration 109Q: 21 clusters Score -5.394237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19302 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28348 members 
Mstep: Class 10 contains 73984 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60292 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54214 members 
Mstep: Class 18 contains 62582 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942404.000000 Penalty: 42073.230469
Iteration 110Q: 21 clusters Score -5.39424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19300 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28348 members 
Mstep: Class 10 contains 73988 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60292 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54216 members 
Mstep: Class 18 contains 62581 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942384.000000 Penalty: 42073.230469
Iteration 111Q: 21 clusters Score -5.394238e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19296 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28349 members 
Mstep: Class 10 contains 73987 members 
Mstep: Class 11 contains 25301 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60297 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54216 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942344.000000 Penalty: 42073.230469
Iteration 112Q: 21 clusters Score -5.394234e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19294 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28346 members 
Mstep: Class 10 contains 73994 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60298 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54215 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942368.000000 Penalty: 42073.230469
Iteration 113Q: 21 clusters Score -5.394237e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19293 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28343 members 
Mstep: Class 10 contains 73996 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 15 contains 60301 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942372.000000 Penalty: 42073.230469
Iteration 114Q: 21 clusters Score -5.394237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19291 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 73999 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60310 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54218 members 
Mstep: Class 18 contains 62581 members 
Mstep: Class 19 contains 2049 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942416.000000 Penalty: 42073.230469
Iteration 115Q: 21 clusters Score -5.394242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19290 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74003 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 16600 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54220 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942404.000000 Penalty: 42073.230469
Iteration 116Q: 21 clusters Score -5.39424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19291 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74007 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 16600 members 
Mstep: Class 15 contains 60326 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 54219 members 
Mstep: Class 18 contains 62579 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942448.000000 Penalty: 42073.230469
Iteration 117Q: 21 clusters Score -5.394245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19294 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12445 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74012 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 16600 members 
Mstep: Class 15 contains 60328 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54218 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942464.000000 Penalty: 42073.230469
Iteration 118Q: 21 clusters Score -5.394246e+07 nChanged 25
Entering ConstructFrom: 
Score: -53942464.000000 Penalty: 42073.230469
Entering ConstructFrom: 
Trying to split cluster 1 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -115451.609375 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -115451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114028.421875 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -114028.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114314.882812 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -114314.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114390.359375 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -114390.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -114415.945312 Penalty: 2230.396240
	Iteration 3Q: 3 clusters Score -114415.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114434.687500 Penalty: 2230.396240
	Iteration 4Q: 3 clusters Score -114434.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -114456.296875 Penalty: 2230.396240
	Iteration 5Q: 3 clusters Score -114456.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114461.171875 Penalty: 2230.396240
	Iteration 6Q: 3 clusters Score -114461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114464.351562 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -114464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114466.554688 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -114466.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114466.554688 Penalty: 2230.396240
	Iteration 9F: 3 clusters Score -114466.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Entering Unmasked Estep 
Score: -2557322.750000 Penalty: 1603.493652
	Iteration 0F: 2 clusters Score -2557323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2544141.000000 Penalty: 3206.987305
	Iteration 0F: 3 clusters Score -2544141 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2549094.750000 Penalty: 3206.987305
	Iteration 1F: 3 clusters Score -2549095 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2549586.000000 Penalty: 3206.987305
	Iteration 2F: 3 clusters Score -2549586 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2550075.750000 Penalty: 3206.987305
	Iteration 3F: 3 clusters Score -2550076 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2550528.250000 Penalty: 3206.987305
	Iteration 4F: 3 clusters Score -2550528 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2550967.000000 Penalty: 3206.987305
	Iteration 5Q: 3 clusters Score -2550967 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2551441.750000 Penalty: 3206.987305
	Iteration 6Q: 3 clusters Score -2551442 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2551916.750000 Penalty: 3206.987305
	Iteration 7Q: 3 clusters Score -2551917 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2552348.750000 Penalty: 3206.987305
	Iteration 8Q: 3 clusters Score -2552349 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2552817.000000 Penalty: 3206.987305
	Iteration 9Q: 3 clusters Score -2552817 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2553369.250000 Penalty: 3206.987305
	Iteration 10Q: 3 clusters Score -2553369 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2553858.250000 Penalty: 3206.987305
	Iteration 11Q: 3 clusters Score -2553858 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2554187.750000 Penalty: 3206.987305
	Iteration 12Q: 3 clusters Score -2554188 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2554360.250000 Penalty: 3206.987305
	Iteration 13Q: 3 clusters Score -2554360 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2554455.000000 Penalty: 3206.987305
	Iteration 14Q: 3 clusters Score -2554455 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2554532.750000 Penalty: 3206.987305
	Iteration 15Q: 3 clusters Score -2554533 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2554602.750000 Penalty: 3206.987305
	Iteration 16Q: 3 clusters Score -2554603 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2554674.750000 Penalty: 3206.987305
	Iteration 17Q: 3 clusters Score -2554675 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2554735.750000 Penalty: 3206.987305
	Iteration 18Q: 3 clusters Score -2554736 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2554805.750000 Penalty: 3206.987305
	Iteration 19Q: 3 clusters Score -2554806 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2554875.250000 Penalty: 3206.987305
	Iteration 20F: 3 clusters Score -2554875 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2554951.000000 Penalty: 3206.987305
	Iteration 21Q: 3 clusters Score -2554951 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2555019.750000 Penalty: 3206.987305
	Iteration 22Q: 3 clusters Score -2555020 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2555068.750000 Penalty: 3206.987305
	Iteration 23Q: 3 clusters Score -2555069 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2555122.250000 Penalty: 3206.987305
	Iteration 24Q: 3 clusters Score -2555122 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2555156.000000 Penalty: 3206.987305
	Iteration 25Q: 3 clusters Score -2555156 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2555205.500000 Penalty: 3206.987305
	Iteration 26Q: 3 clusters Score -2555206 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2555242.000000 Penalty: 3206.987305
	Iteration 27Q: 3 clusters Score -2555242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2555285.750000 Penalty: 3206.987305
	Iteration 28Q: 3 clusters Score -2555286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2555315.000000 Penalty: 3206.987305
	Iteration 29Q: 3 clusters Score -2555315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2555350.000000 Penalty: 3206.987305
	Iteration 30Q: 3 clusters Score -2555350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2555377.000000 Penalty: 3206.987305
	Iteration 31Q: 3 clusters Score -2555377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2555403.250000 Penalty: 3206.987305
	Iteration 32Q: 3 clusters Score -2555403 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2555435.000000 Penalty: 3206.987305
	Iteration 33Q: 3 clusters Score -2555435 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2555479.000000 Penalty: 3206.987305
	Iteration 34Q: 3 clusters Score -2555479 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2555526.000000 Penalty: 3206.987305
	Iteration 35Q: 3 clusters Score -2555526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2555574.750000 Penalty: 3206.987305
	Iteration 36Q: 3 clusters Score -2555575 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2555618.500000 Penalty: 3206.987305
	Iteration 37Q: 3 clusters Score -2555618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2555663.750000 Penalty: 3206.987305
	Iteration 38Q: 3 clusters Score -2555664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2555681.250000 Penalty: 3206.987305
	Iteration 39Q: 3 clusters Score -2555681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2555702.500000 Penalty: 3206.987305
	Iteration 40F: 3 clusters Score -2555702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2555718.500000 Penalty: 3206.987305
	Iteration 41Q: 3 clusters Score -2555718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2555732.750000 Penalty: 3206.987305
	Iteration 42Q: 3 clusters Score -2555733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2555755.000000 Penalty: 3206.987305
	Iteration 43Q: 3 clusters Score -2555755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2555784.000000 Penalty: 3206.987305
	Iteration 44Q: 3 clusters Score -2555784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2555808.750000 Penalty: 3206.987305
	Iteration 45Q: 3 clusters Score -2555809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2555830.750000 Penalty: 3206.987305
	Iteration 46Q: 3 clusters Score -2555831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2555848.000000 Penalty: 3206.987305
	Iteration 47Q: 3 clusters Score -2555848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2555862.000000 Penalty: 3206.987305
	Iteration 48Q: 3 clusters Score -2555862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2555873.750000 Penalty: 3206.987305
	Iteration 49Q: 3 clusters Score -2555874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2555887.750000 Penalty: 3206.987305
	Iteration 50Q: 3 clusters Score -2555888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2555899.250000 Penalty: 3206.987305
	Iteration 51Q: 3 clusters Score -2555899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2555905.000000 Penalty: 3206.987305
	Iteration 52Q: 3 clusters Score -2555905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2555923.250000 Penalty: 3206.987305
	Iteration 53Q: 3 clusters Score -2555923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2555931.500000 Penalty: 3206.987305
	Iteration 54Q: 3 clusters Score -2555932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2555935.750000 Penalty: 3206.987305
	Iteration 55Q: 3 clusters Score -2555936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2555935.500000 Penalty: 3206.987305
	Iteration 56Q: 3 clusters Score -2555936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2555938.500000 Penalty: 3206.987305
	Iteration 57Q: 3 clusters Score -2555938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2555943.500000 Penalty: 3206.987305
	Iteration 58Q: 3 clusters Score -2555944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2555953.750000 Penalty: 3206.987305
	Iteration 59Q: 3 clusters Score -2555954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2555955.000000 Penalty: 3206.987305
	Iteration 60F: 3 clusters Score -2555955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2555958.500000 Penalty: 3206.987305
	Iteration 61Q: 3 clusters Score -2555958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2555966.000000 Penalty: 3206.987305
	Iteration 62Q: 3 clusters Score -2555966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2555979.000000 Penalty: 3206.987305
	Iteration 63Q: 3 clusters Score -2555979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2555986.250000 Penalty: 3206.987305
	Iteration 64Q: 3 clusters Score -2555986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2555988.500000 Penalty: 3206.987305
	Iteration 65Q: 3 clusters Score -2555988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2555994.000000 Penalty: 3206.987305
	Iteration 66Q: 3 clusters Score -2555994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2555995.250000 Penalty: 3206.987305
	Iteration 67Q: 3 clusters Score -2555995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2555996.250000 Penalty: 3206.987305
	Iteration 68Q: 3 clusters Score -2555996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2555996.250000 Penalty: 3206.987305
	Iteration 69F: 3 clusters Score -2555996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -238047.703125 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -238047.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -235994.859375 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -235994.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -236472.312500 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -236472.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -236611.171875 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -236611.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -236699.250000 Penalty: 2467.191162
	Iteration 3Q: 3 clusters Score -236699.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -236797.156250 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -236797.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -236922.671875 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -236922.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -237066.703125 Penalty: 2467.191162
	Iteration 6F: 3 clusters Score -237066.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -237199.906250 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -237199.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -237332.359375 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -237332.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -237449.812500 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -237449.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -237529.734375 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -237529.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -237564.812500 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -237564.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -237587.296875 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -237587.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -237594.781250 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -237594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -237598.234375 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -237598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -237599.000000 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -237599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -237600.078125 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -237600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -237600.609375 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -237600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -237600.609375 Penalty: 2467.191162
	Iteration 18F: 3 clusters Score -237600.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Entering Unmasked Estep 
Score: -1563924.250000 Penalty: 1532.224609
	Iteration 0F: 2 clusters Score -1563924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1555147.625000 Penalty: 3064.449219
	Iteration 0F: 3 clusters Score -1555148 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1558244.500000 Penalty: 3064.449219
	Iteration 1F: 3 clusters Score -1558244 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1558623.250000 Penalty: 3064.449219
	Iteration 2F: 3 clusters Score -1558623 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1559034.750000 Penalty: 3064.449219
	Iteration 3F: 3 clusters Score -1559035 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1559538.750000 Penalty: 3064.449219
	Iteration 4F: 3 clusters Score -1559539 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1560103.000000 Penalty: 3064.449219
	Iteration 5F: 3 clusters Score -1560103 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1560756.000000 Penalty: 3064.449219
	Iteration 6F: 3 clusters Score -1560756 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1561379.000000 Penalty: 3064.449219
	Iteration 7F: 3 clusters Score -1561379 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1561843.500000 Penalty: 3064.449219
	Iteration 8Q: 3 clusters Score -1561844 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1562145.500000 Penalty: 3064.449219
	Iteration 9Q: 3 clusters Score -1562146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1562319.000000 Penalty: 3064.449219
	Iteration 10Q: 3 clusters Score -1562319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1562409.875000 Penalty: 3064.449219
	Iteration 11Q: 3 clusters Score -1562410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1562469.500000 Penalty: 3064.449219
	Iteration 12Q: 3 clusters Score -1562470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1562502.000000 Penalty: 3064.449219
	Iteration 13Q: 3 clusters Score -1562502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1562521.250000 Penalty: 3064.449219
	Iteration 14Q: 3 clusters Score -1562521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1562539.500000 Penalty: 3064.449219
	Iteration 15Q: 3 clusters Score -1562540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1562554.000000 Penalty: 3064.449219
	Iteration 16Q: 3 clusters Score -1562554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1562565.375000 Penalty: 3064.449219
	Iteration 17Q: 3 clusters Score -1562565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1562573.125000 Penalty: 3064.449219
	Iteration 18Q: 3 clusters Score -1562573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1562585.375000 Penalty: 3064.449219
	Iteration 19Q: 3 clusters Score -1562585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1562596.500000 Penalty: 3064.449219
	Iteration 20F: 3 clusters Score -1562596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1562607.875000 Penalty: 3064.449219
	Iteration 21Q: 3 clusters Score -1562608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1562612.875000 Penalty: 3064.449219
	Iteration 22Q: 3 clusters Score -1562613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1562615.875000 Penalty: 3064.449219
	Iteration 23Q: 3 clusters Score -1562616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1562616.250000 Penalty: 3064.449219
	Iteration 24Q: 3 clusters Score -1562616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1562616.250000 Penalty: 3064.449219
	Iteration 25F: 3 clusters Score -1562616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Entering Unmasked Estep 
Score: -871412.375000 Penalty: 1436.641357
	Iteration 0F: 2 clusters Score -871412.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -866321.875000 Penalty: 2873.282715
	Iteration 0F: 3 clusters Score -866321.9 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -867736.750000 Penalty: 2873.282715
	Iteration 1F: 3 clusters Score -867736.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -867904.750000 Penalty: 2873.282715
	Iteration 2F: 3 clusters Score -867904.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -868025.250000 Penalty: 2873.282715
	Iteration 3Q: 3 clusters Score -868025.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -868130.562500 Penalty: 2873.282715
	Iteration 4Q: 3 clusters Score -868130.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -868203.125000 Penalty: 2873.282715
	Iteration 5Q: 3 clusters Score -868203.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -868254.875000 Penalty: 2873.282715
	Iteration 6Q: 3 clusters Score -868254.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -868291.000000 Penalty: 2873.282715
	Iteration 7Q: 3 clusters Score -868291 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -868325.312500 Penalty: 2873.282715
	Iteration 8Q: 3 clusters Score -868325.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -868360.500000 Penalty: 2873.282715
	Iteration 9Q: 3 clusters Score -868360.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -868400.187500 Penalty: 2873.282715
	Iteration 10Q: 3 clusters Score -868400.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -868442.687500 Penalty: 2873.282715
	Iteration 11Q: 3 clusters Score -868442.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -868471.750000 Penalty: 2873.282715
	Iteration 12Q: 3 clusters Score -868471.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -868504.187500 Penalty: 2873.282715
	Iteration 13Q: 3 clusters Score -868504.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -868540.437500 Penalty: 2873.282715
	Iteration 14Q: 3 clusters Score -868540.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -868583.875000 Penalty: 2873.282715
	Iteration 15Q: 3 clusters Score -868583.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -868635.312500 Penalty: 2873.282715
	Iteration 16Q: 3 clusters Score -868635.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -868701.062500 Penalty: 2873.282715
	Iteration 17Q: 3 clusters Score -868701.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -868778.000000 Penalty: 2873.282715
	Iteration 18Q: 3 clusters Score -868778 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -868879.437500 Penalty: 2873.282715
	Iteration 19Q: 3 clusters Score -868879.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -868995.562500 Penalty: 2873.282715
	Iteration 20F: 3 clusters Score -868995.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -869126.187500 Penalty: 2873.282715
	Iteration 21Q: 3 clusters Score -869126.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -869257.312500 Penalty: 2873.282715
	Iteration 22Q: 3 clusters Score -869257.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -869393.500000 Penalty: 2873.282715
	Iteration 23Q: 3 clusters Score -869393.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -869518.750000 Penalty: 2873.282715
	Iteration 24Q: 3 clusters Score -869518.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -869655.312500 Penalty: 2873.282715
	Iteration 25Q: 3 clusters Score -869655.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -869808.437500 Penalty: 2873.282715
	Iteration 26Q: 3 clusters Score -869808.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -869914.625000 Penalty: 2873.282715
	Iteration 27Q: 3 clusters Score -869914.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -869991.687500 Penalty: 2873.282715
	Iteration 28Q: 3 clusters Score -869991.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -870064.625000 Penalty: 2873.282715
	Iteration 29Q: 3 clusters Score -870064.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -870110.125000 Penalty: 2873.282715
	Iteration 30Q: 3 clusters Score -870110.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -870133.812500 Penalty: 2873.282715
	Iteration 31Q: 3 clusters Score -870133.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -870147.125000 Penalty: 2873.282715
	Iteration 32Q: 3 clusters Score -870147.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -870155.125000 Penalty: 2873.282715
	Iteration 33Q: 3 clusters Score -870155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -870161.500000 Penalty: 2873.282715
	Iteration 34Q: 3 clusters Score -870161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -870166.750000 Penalty: 2873.282715
	Iteration 35Q: 3 clusters Score -870166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -870171.625000 Penalty: 2873.282715
	Iteration 36Q: 3 clusters Score -870171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -870176.875000 Penalty: 2873.282715
	Iteration 37Q: 3 clusters Score -870176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -870180.375000 Penalty: 2873.282715
	Iteration 38Q: 3 clusters Score -870180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -870184.437500 Penalty: 2873.282715
	Iteration 39Q: 3 clusters Score -870184.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -870184.375000 Penalty: 2873.282715
	Iteration 40F: 3 clusters Score -870184.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -269441.781250 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -269441.8 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 1132 members 
Entering Unmasked Estep 
Score: -267198.562500 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -267198.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -267767.125000 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -267767.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -268000.625000 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -268000.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -268226.937500 Penalty: 2515.716064
	Iteration 3F: 3 clusters Score -268226.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -268376.406250 Penalty: 2515.716064
	Iteration 4F: 3 clusters Score -268376.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -268472.156250 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -268472.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -268537.281250 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -268537.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -268578.875000 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -268578.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -268615.093750 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -268615.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -268633.062500 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -268633.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -268648.718750 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -268648.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -268659.187500 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -268659.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -268661.812500 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -268661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -268663.562500 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -268663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -268665.093750 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -268665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -268666.312500 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -268666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -268667.468750 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -268667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -268668.250000 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -268668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -268668.250000 Penalty: 2515.716064
	Iteration 18F: 3 clusters Score -268668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Entering Unmasked Estep 
Score: -4637556.000000 Penalty: 1701.516846
	Iteration 0F: 2 clusters Score -4637556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4613835.500000 Penalty: 3403.033691
	Iteration 0F: 3 clusters Score -4613836 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4622987.000000 Penalty: 3403.033691
	Iteration 1F: 3 clusters Score -4622987 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4623511.000000 Penalty: 3403.033691
	Iteration 2Q: 3 clusters Score -4623511 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4624136.000000 Penalty: 3403.033691
	Iteration 3Q: 3 clusters Score -4624136 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4624978.000000 Penalty: 3403.033691
	Iteration 4F: 3 clusters Score -4624978 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4625989.500000 Penalty: 3403.033691
	Iteration 5F: 3 clusters Score -4625990 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -4627182.500000 Penalty: 3403.033691
	Iteration 6F: 3 clusters Score -4627182 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -4628387.500000 Penalty: 3403.033691
	Iteration 7F: 3 clusters Score -4628388 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -4629562.500000 Penalty: 3403.033691
	Iteration 8F: 3 clusters Score -4629562 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4630677.500000 Penalty: 3403.033691
	Iteration 9F: 3 clusters Score -4630678 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -4631720.500000 Penalty: 3403.033691
	Iteration 10Q: 3 clusters Score -4631720 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -4632784.500000 Penalty: 3403.033691
	Iteration 11Q: 3 clusters Score -4632784 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -4633747.500000 Penalty: 3403.033691
	Iteration 12Q: 3 clusters Score -4633748 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4634537.000000 Penalty: 3403.033691
	Iteration 13Q: 3 clusters Score -4634537 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4635133.500000 Penalty: 3403.033691
	Iteration 14Q: 3 clusters Score -4635134 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4635569.000000 Penalty: 3403.033691
	Iteration 15Q: 3 clusters Score -4635569 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4635823.500000 Penalty: 3403.033691
	Iteration 16Q: 3 clusters Score -4635824 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -4635969.500000 Penalty: 3403.033691
	Iteration 17Q: 3 clusters Score -4635970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -4636020.500000 Penalty: 3403.033691
	Iteration 18Q: 3 clusters Score -4636020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4636036.500000 Penalty: 3403.033691
	Iteration 19Q: 3 clusters Score -4636036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4636063.000000 Penalty: 3403.033691
	Iteration 20F: 3 clusters Score -4636063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4636074.500000 Penalty: 3403.033691
	Iteration 21Q: 3 clusters Score -4636074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4636092.500000 Penalty: 3403.033691
	Iteration 22Q: 3 clusters Score -4636092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4636109.000000 Penalty: 3403.033691
	Iteration 23Q: 3 clusters Score -4636109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4636121.000000 Penalty: 3403.033691
	Iteration 24Q: 3 clusters Score -4636121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4636118.500000 Penalty: 3403.033691
	Iteration 25Q: 3 clusters Score -4636118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4636118.500000 Penalty: 3403.033691
	Iteration 26Q: 3 clusters Score -4636118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4636121.000000 Penalty: 3403.033691
	Iteration 27Q: 3 clusters Score -4636121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4636121.500000 Penalty: 3403.033691
	Iteration 28Q: 3 clusters Score -4636122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4636121.500000 Penalty: 3403.033691
	Iteration 29Q: 3 clusters Score -4636122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4636125.500000 Penalty: 3403.033691
	Iteration 30Q: 3 clusters Score -4636126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4636130.500000 Penalty: 3403.033691
	Iteration 31Q: 3 clusters Score -4636130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -4636143.500000 Penalty: 3403.033691
	Iteration 32Q: 3 clusters Score -4636144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4636151.500000 Penalty: 3403.033691
	Iteration 33Q: 3 clusters Score -4636152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4636154.000000 Penalty: 3403.033691
	Iteration 34Q: 3 clusters Score -4636154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4636157.000000 Penalty: 3403.033691
	Iteration 35Q: 3 clusters Score -4636157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4636158.500000 Penalty: 3403.033691
	Iteration 36Q: 3 clusters Score -4636158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4636157.000000 Penalty: 3403.033691
	Iteration 37Q: 3 clusters Score -4636157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4636157.000000 Penalty: 3403.033691
	Iteration 38F: 3 clusters Score -4636157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -28209.343750 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -28209.34 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 161 members 
Entering Unmasked Estep 
Score: -27497.984375 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -27497.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27699.398438 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -27699.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27740.912109 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -27740.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27752.179688 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -27752.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27756.982422 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -27756.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27761.667969 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -27761.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27763.394531 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -27763.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27763.394531 Penalty: 1849.366821
	Iteration 7F: 3 clusters Score -27763.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Entering Unmasked Estep 
Score: -3731585.500000 Penalty: 1665.943359
	Iteration 0F: 2 clusters Score -3731586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3712497.250000 Penalty: 3331.886719
	Iteration 0F: 3 clusters Score -3712497 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3719716.500000 Penalty: 3331.886719
	Iteration 1F: 3 clusters Score -3719716 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3720187.000000 Penalty: 3331.886719
	Iteration 2Q: 3 clusters Score -3720187 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3720669.000000 Penalty: 3331.886719
	Iteration 3Q: 3 clusters Score -3720669 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3721208.750000 Penalty: 3331.886719
	Iteration 4Q: 3 clusters Score -3721209 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3721858.750000 Penalty: 3331.886719
	Iteration 5F: 3 clusters Score -3721859 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3722697.750000 Penalty: 3331.886719
	Iteration 6F: 3 clusters Score -3722698 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3723823.750000 Penalty: 3331.886719
	Iteration 7F: 3 clusters Score -3723824 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3725117.500000 Penalty: 3331.886719
	Iteration 8F: 3 clusters Score -3725118 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3726502.250000 Penalty: 3331.886719
	Iteration 9F: 3 clusters Score -3726502 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3727747.250000 Penalty: 3331.886719
	Iteration 10F: 3 clusters Score -3727747 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3728761.750000 Penalty: 3331.886719
	Iteration 11Q: 3 clusters Score -3728762 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3729436.250000 Penalty: 3331.886719
	Iteration 12Q: 3 clusters Score -3729436 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3729792.750000 Penalty: 3331.886719
	Iteration 13Q: 3 clusters Score -3729793 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3729931.750000 Penalty: 3331.886719
	Iteration 14Q: 3 clusters Score -3729932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3729992.250000 Penalty: 3331.886719
	Iteration 15Q: 3 clusters Score -3729992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3730030.500000 Penalty: 3331.886719
	Iteration 16Q: 3 clusters Score -3730030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3730058.750000 Penalty: 3331.886719
	Iteration 17Q: 3 clusters Score -3730059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3730078.250000 Penalty: 3331.886719
	Iteration 18Q: 3 clusters Score -3730078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3730086.000000 Penalty: 3331.886719
	Iteration 19Q: 3 clusters Score -3730086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3730086.000000 Penalty: 3331.886719
	Iteration 20F: 3 clusters Score -3730086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3730090.000000 Penalty: 3331.886719
	Iteration 21Q: 3 clusters Score -3730090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3730090.000000 Penalty: 3331.886719
	Iteration 22F: 3 clusters Score -3730090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Entering Unmasked Estep 
Score: -9799371.000000 Penalty: 1821.951538
	Iteration 0F: 2 clusters Score -9799371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -9751879.000000 Penalty: 3643.903076
	Iteration 0F: 3 clusters Score -9751879 nChanged 35165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -9772191.000000 Penalty: 3643.903076
	Iteration 1F: 3 clusters Score -9772191 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -9772617.000000 Penalty: 3643.903076
	Iteration 2Q: 3 clusters Score -9772617 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -9773058.000000 Penalty: 3643.903076
	Iteration 3Q: 3 clusters Score -9773058 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -9773452.000000 Penalty: 3643.903076
	Iteration 4Q: 3 clusters Score -9773452 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -9773920.000000 Penalty: 3643.903076
	Iteration 5Q: 3 clusters Score -9773920 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -9774421.000000 Penalty: 3643.903076
	Iteration 6Q: 3 clusters Score -9774421 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -9775212.000000 Penalty: 3643.903076
	Iteration 7Q: 3 clusters Score -9775212 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -9776293.000000 Penalty: 3643.903076
	Iteration 8Q: 3 clusters Score -9776293 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -9777953.000000 Penalty: 3643.903076
	Iteration 9Q: 3 clusters Score -9777953 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -9780348.000000 Penalty: 3643.903076
	Iteration 10F: 3 clusters Score -9780348 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -9783324.000000 Penalty: 3643.903076
	Iteration 11F: 3 clusters Score -9783324 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -9785755.000000 Penalty: 3643.903076
	Iteration 12F: 3 clusters Score -9785755 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -9786672.000000 Penalty: 3643.903076
	Iteration 13Q: 3 clusters Score -9786672 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -9786866.000000 Penalty: 3643.903076
	Iteration 14Q: 3 clusters Score -9786866 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -9786970.000000 Penalty: 3643.903076
	Iteration 15Q: 3 clusters Score -9786970 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -9787019.000000 Penalty: 3643.903076
	Iteration 16Q: 3 clusters Score -9787019 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -9787085.000000 Penalty: 3643.903076
	Iteration 17Q: 3 clusters Score -9787085 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -9787161.000000 Penalty: 3643.903076
	Iteration 18Q: 3 clusters Score -9787161 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -9787310.000000 Penalty: 3643.903076
	Iteration 19Q: 3 clusters Score -9787310 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -9787391.000000 Penalty: 3643.903076
	Iteration 20F: 3 clusters Score -9787391 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -9787444.000000 Penalty: 3643.903076
	Iteration 21Q: 3 clusters Score -9787444 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -9787554.000000 Penalty: 3643.903076
	Iteration 22Q: 3 clusters Score -9787554 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -9787630.000000 Penalty: 3643.903076
	Iteration 23Q: 3 clusters Score -9787630 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -9787770.000000 Penalty: 3643.903076
	Iteration 24Q: 3 clusters Score -9787770 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -9787909.000000 Penalty: 3643.903076
	Iteration 25Q: 3 clusters Score -9787909 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -9788075.000000 Penalty: 3643.903076
	Iteration 26Q: 3 clusters Score -9788075 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -9788235.000000 Penalty: 3643.903076
	Iteration 27Q: 3 clusters Score -9788235 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -9788466.000000 Penalty: 3643.903076
	Iteration 28Q: 3 clusters Score -9788466 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -9788689.000000 Penalty: 3643.903076
	Iteration 29Q: 3 clusters Score -9788689 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -9788982.000000 Penalty: 3643.903076
	Iteration 30Q: 3 clusters Score -9788982 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -9789337.000000 Penalty: 3643.903076
	Iteration 31Q: 3 clusters Score -9789337 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -9789707.000000 Penalty: 3643.903076
	Iteration 32Q: 3 clusters Score -9789707 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -9790107.000000 Penalty: 3643.903076
	Iteration 33Q: 3 clusters Score -9790107 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -9790498.000000 Penalty: 3643.903076
	Iteration 34Q: 3 clusters Score -9790498 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -9791029.000000 Penalty: 3643.903076
	Iteration 35Q: 3 clusters Score -9791029 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -9791648.000000 Penalty: 3643.903076
	Iteration 36Q: 3 clusters Score -9791648 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -9792337.000000 Penalty: 3643.903076
	Iteration 37Q: 3 clusters Score -9792337 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -9792971.000000 Penalty: 3643.903076
	Iteration 38Q: 3 clusters Score -9792971 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -9793609.000000 Penalty: 3643.903076
	Iteration 39Q: 3 clusters Score -9793609 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -9794091.000000 Penalty: 3643.903076
	Iteration 40F: 3 clusters Score -9794091 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -9794660.000000 Penalty: 3643.903076
	Iteration 41Q: 3 clusters Score -9794660 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -9795205.000000 Penalty: 3643.903076
	Iteration 42Q: 3 clusters Score -9795205 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -9795690.000000 Penalty: 3643.903076
	Iteration 43Q: 3 clusters Score -9795690 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -9796140.000000 Penalty: 3643.903076
	Iteration 44Q: 3 clusters Score -9796140 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -9796479.000000 Penalty: 3643.903076
	Iteration 45Q: 3 clusters Score -9796479 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 70977 members 
Entering Unmasked Estep 
Score: -9796776.000000 Penalty: 3643.903076
	Iteration 46Q: 3 clusters Score -9796776 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -9797047.000000 Penalty: 3643.903076
	Iteration 47Q: 3 clusters Score -9797047 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -9797264.000000 Penalty: 3643.903076
	Iteration 48Q: 3 clusters Score -9797264 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -9797398.000000 Penalty: 3643.903076
	Iteration 49Q: 3 clusters Score -9797398 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -9797461.000000 Penalty: 3643.903076
	Iteration 50Q: 3 clusters Score -9797461 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -9797509.000000 Penalty: 3643.903076
	Iteration 51Q: 3 clusters Score -9797509 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -9797575.000000 Penalty: 3643.903076
	Iteration 52Q: 3 clusters Score -9797575 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -9797640.000000 Penalty: 3643.903076
	Iteration 53Q: 3 clusters Score -9797640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -9797670.000000 Penalty: 3643.903076
	Iteration 54Q: 3 clusters Score -9797670 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -9797676.000000 Penalty: 3643.903076
	Iteration 55Q: 3 clusters Score -9797676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -9797681.000000 Penalty: 3643.903076
	Iteration 56Q: 3 clusters Score -9797681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -9797715.000000 Penalty: 3643.903076
	Iteration 57Q: 3 clusters Score -9797715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -9797732.000000 Penalty: 3643.903076
	Iteration 58Q: 3 clusters Score -9797732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -9797736.000000 Penalty: 3643.903076
	Iteration 59Q: 3 clusters Score -9797736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -9797769.000000 Penalty: 3643.903076
	Iteration 60F: 3 clusters Score -9797769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -9797786.000000 Penalty: 3643.903076
	Iteration 61Q: 3 clusters Score -9797786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -9797796.000000 Penalty: 3643.903076
	Iteration 62Q: 3 clusters Score -9797796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -9797802.000000 Penalty: 3643.903076
	Iteration 63Q: 3 clusters Score -9797802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -9797806.000000 Penalty: 3643.903076
	Iteration 64Q: 3 clusters Score -9797806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -9797810.000000 Penalty: 3643.903076
	Iteration 65Q: 3 clusters Score -9797810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -9797818.000000 Penalty: 3643.903076
	Iteration 66Q: 3 clusters Score -9797818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9797824.000000 Penalty: 3643.903076
	Iteration 67Q: 3 clusters Score -9797824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -9797826.000000 Penalty: 3643.903076
	Iteration 68Q: 3 clusters Score -9797826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -9797824.000000 Penalty: 3643.903076
	Iteration 69Q: 3 clusters Score -9797824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -9797834.000000 Penalty: 3643.903076
	Iteration 70Q: 3 clusters Score -9797834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -9797836.000000 Penalty: 3643.903076
	Iteration 71Q: 3 clusters Score -9797836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -9797829.000000 Penalty: 3643.903076
	Iteration 72Q: 3 clusters Score -9797829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -9797829.000000 Penalty: 3643.903076
	Iteration 73F: 3 clusters Score -9797829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Entering Unmasked Estep 
Score: -3323585.500000 Penalty: 1647.528809
	Iteration 0F: 2 clusters Score -3323586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3306480.000000 Penalty: 3295.057617
	Iteration 0F: 3 clusters Score -3306480 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3312860.250000 Penalty: 3295.057617
	Iteration 1F: 3 clusters Score -3312860 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3313240.500000 Penalty: 3295.057617
	Iteration 2Q: 3 clusters Score -3313240 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3313705.500000 Penalty: 3295.057617
	Iteration 3Q: 3 clusters Score -3313706 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3314254.000000 Penalty: 3295.057617
	Iteration 4Q: 3 clusters Score -3314254 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3315055.500000 Penalty: 3295.057617
	Iteration 5F: 3 clusters Score -3315056 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3316281.250000 Penalty: 3295.057617
	Iteration 6F: 3 clusters Score -3316281 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3317941.000000 Penalty: 3295.057617
	Iteration 7F: 3 clusters Score -3317941 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3319408.250000 Penalty: 3295.057617
	Iteration 8F: 3 clusters Score -3319408 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3320275.500000 Penalty: 3295.057617
	Iteration 9F: 3 clusters Score -3320276 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3320712.000000 Penalty: 3295.057617
	Iteration 10Q: 3 clusters Score -3320712 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3320963.000000 Penalty: 3295.057617
	Iteration 11Q: 3 clusters Score -3320963 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -3321075.750000 Penalty: 3295.057617
	Iteration 12Q: 3 clusters Score -3321076 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3321153.500000 Penalty: 3295.057617
	Iteration 13Q: 3 clusters Score -3321154 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3321182.750000 Penalty: 3295.057617
	Iteration 14Q: 3 clusters Score -3321183 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3321194.000000 Penalty: 3295.057617
	Iteration 15Q: 3 clusters Score -3321194 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3321220.000000 Penalty: 3295.057617
	Iteration 16Q: 3 clusters Score -3321220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3321230.750000 Penalty: 3295.057617
	Iteration 17Q: 3 clusters Score -3321231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3321234.500000 Penalty: 3295.057617
	Iteration 18Q: 3 clusters Score -3321234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3321232.000000 Penalty: 3295.057617
	Iteration 19Q: 3 clusters Score -3321232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3321234.000000 Penalty: 3295.057617
	Iteration 20F: 3 clusters Score -3321234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3321234.000000 Penalty: 3295.057617
	Iteration 21Q: 3 clusters Score -3321234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3321238.750000 Penalty: 3295.057617
	Iteration 22Q: 3 clusters Score -3321239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3321239.500000 Penalty: 3295.057617
	Iteration 23Q: 3 clusters Score -3321240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3321238.250000 Penalty: 3295.057617
	Iteration 24Q: 3 clusters Score -3321238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3321242.500000 Penalty: 3295.057617
	Iteration 25Q: 3 clusters Score -3321242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3321243.750000 Penalty: 3295.057617
	Iteration 26Q: 3 clusters Score -3321244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3321242.250000 Penalty: 3295.057617
	Iteration 27Q: 3 clusters Score -3321242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3321243.750000 Penalty: 3295.057617
	Iteration 28Q: 3 clusters Score -3321244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3321243.500000 Penalty: 3295.057617
	Iteration 29Q: 3 clusters Score -3321244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3321242.000000 Penalty: 3295.057617
	Iteration 30Q: 3 clusters Score -3321242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3321243.750000 Penalty: 3295.057617
	Iteration 31Q: 3 clusters Score -3321244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3321248.000000 Penalty: 3295.057617
	Iteration 32Q: 3 clusters Score -3321248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3321241.500000 Penalty: 3295.057617
	Iteration 33Q: 3 clusters Score -3321242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3321243.250000 Penalty: 3295.057617
	Iteration 34Q: 3 clusters Score -3321243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3321243.250000 Penalty: 3295.057617
	Iteration 35Q: 3 clusters Score -3321243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3321239.250000 Penalty: 3295.057617
	Iteration 36Q: 3 clusters Score -3321239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3321243.000000 Penalty: 3295.057617
	Iteration 37Q: 3 clusters Score -3321243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3321245.750000 Penalty: 3295.057617
	Iteration 38Q: 3 clusters Score -3321246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3321244.750000 Penalty: 3295.057617
	Iteration 39Q: 3 clusters Score -3321245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3321240.750000 Penalty: 3295.057617
	Iteration 40F: 3 clusters Score -3321241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3321242.250000 Penalty: 3295.057617
	Iteration 41Q: 3 clusters Score -3321242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3321241.750000 Penalty: 3295.057617
	Iteration 42Q: 3 clusters Score -3321242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3321241.750000 Penalty: 3295.057617
	Iteration 43F: 3 clusters Score -3321242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -185719.515625 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -185719.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -184004.859375 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -184004.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -184353.093750 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -184353.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -184436.921875 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -184436.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -184489.796875 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -184489.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -184523.671875 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -184523.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -184546.609375 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -184546.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -184562.953125 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -184563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -184575.359375 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -184575.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -184582.000000 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -184582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184583.718750 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -184583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -184585.937500 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -184585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -184588.703125 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -184588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -184591.375000 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -184591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -184594.875000 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -184594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -184595.437500 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -184595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -184595.671875 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -184595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -184595.921875 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -184595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -184595.921875 Penalty: 2366.450195
	Iteration 17F: 3 clusters Score -184595.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Entering Unmasked Estep 
Score: -2194431.500000 Penalty: 1579.028320
	Iteration 0F: 2 clusters Score -2194432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2182964.500000 Penalty: 3158.056641
	Iteration 0F: 3 clusters Score -2182964 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2186908.250000 Penalty: 3158.056641
	Iteration 1F: 3 clusters Score -2186908 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2187184.750000 Penalty: 3158.056641
	Iteration 2Q: 3 clusters Score -2187185 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2187441.750000 Penalty: 3158.056641
	Iteration 3Q: 3 clusters Score -2187442 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2187673.500000 Penalty: 3158.056641
	Iteration 4Q: 3 clusters Score -2187674 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2187931.750000 Penalty: 3158.056641
	Iteration 5Q: 3 clusters Score -2187932 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2188231.500000 Penalty: 3158.056641
	Iteration 6Q: 3 clusters Score -2188232 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2188567.750000 Penalty: 3158.056641
	Iteration 7Q: 3 clusters Score -2188568 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2188940.500000 Penalty: 3158.056641
	Iteration 8Q: 3 clusters Score -2188940 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2189269.500000 Penalty: 3158.056641
	Iteration 9Q: 3 clusters Score -2189270 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2189601.500000 Penalty: 3158.056641
	Iteration 10Q: 3 clusters Score -2189602 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2189881.500000 Penalty: 3158.056641
	Iteration 11Q: 3 clusters Score -2189882 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2190143.750000 Penalty: 3158.056641
	Iteration 12Q: 3 clusters Score -2190144 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2190410.250000 Penalty: 3158.056641
	Iteration 13Q: 3 clusters Score -2190410 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2190675.500000 Penalty: 3158.056641
	Iteration 14Q: 3 clusters Score -2190676 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2190990.000000 Penalty: 3158.056641
	Iteration 15Q: 3 clusters Score -2190990 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2191320.000000 Penalty: 3158.056641
	Iteration 16Q: 3 clusters Score -2191320 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2191649.000000 Penalty: 3158.056641
	Iteration 17Q: 3 clusters Score -2191649 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2191955.250000 Penalty: 3158.056641
	Iteration 18Q: 3 clusters Score -2191955 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2192220.500000 Penalty: 3158.056641
	Iteration 19Q: 3 clusters Score -2192220 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2192412.500000 Penalty: 3158.056641
	Iteration 20F: 3 clusters Score -2192412 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2192582.750000 Penalty: 3158.056641
	Iteration 21Q: 3 clusters Score -2192583 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2192716.500000 Penalty: 3158.056641
	Iteration 22Q: 3 clusters Score -2192716 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2192841.000000 Penalty: 3158.056641
	Iteration 23Q: 3 clusters Score -2192841 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2192923.500000 Penalty: 3158.056641
	Iteration 24Q: 3 clusters Score -2192924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2192993.250000 Penalty: 3158.056641
	Iteration 25Q: 3 clusters Score -2192993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2193038.250000 Penalty: 3158.056641
	Iteration 26Q: 3 clusters Score -2193038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2193069.000000 Penalty: 3158.056641
	Iteration 27Q: 3 clusters Score -2193069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2193083.750000 Penalty: 3158.056641
	Iteration 28Q: 3 clusters Score -2193084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2193106.750000 Penalty: 3158.056641
	Iteration 29Q: 3 clusters Score -2193107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2193114.250000 Penalty: 3158.056641
	Iteration 30Q: 3 clusters Score -2193114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2193125.500000 Penalty: 3158.056641
	Iteration 31Q: 3 clusters Score -2193126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2193127.000000 Penalty: 3158.056641
	Iteration 32Q: 3 clusters Score -2193127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2193128.500000 Penalty: 3158.056641
	Iteration 33Q: 3 clusters Score -2193128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2193133.500000 Penalty: 3158.056641
	Iteration 34Q: 3 clusters Score -2193134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2193140.500000 Penalty: 3158.056641
	Iteration 35Q: 3 clusters Score -2193140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2193145.000000 Penalty: 3158.056641
	Iteration 36Q: 3 clusters Score -2193145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2193151.750000 Penalty: 3158.056641
	Iteration 37Q: 3 clusters Score -2193152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2193156.000000 Penalty: 3158.056641
	Iteration 38Q: 3 clusters Score -2193156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2193161.000000 Penalty: 3158.056641
	Iteration 39Q: 3 clusters Score -2193161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2193162.500000 Penalty: 3158.056641
	Iteration 40F: 3 clusters Score -2193162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2193163.750000 Penalty: 3158.056641
	Iteration 41Q: 3 clusters Score -2193164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2193165.000000 Penalty: 3158.056641
	Iteration 42Q: 3 clusters Score -2193165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2193166.750000 Penalty: 3158.056641
	Iteration 43Q: 3 clusters Score -2193167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2193166.750000 Penalty: 3158.056641
	Iteration 44F: 3 clusters Score -2193167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Entering Unmasked Estep 
Score: -7934068.500000 Penalty: 1788.727051
	Iteration 0F: 2 clusters Score -7934068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -7894327.500000 Penalty: 3577.454102
	Iteration 0F: 3 clusters Score -7894328 nChanged 28302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -7909938.500000 Penalty: 3577.454102
	Iteration 1F: 3 clusters Score -7909938 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -7910365.500000 Penalty: 3577.454102
	Iteration 2Q: 3 clusters Score -7910366 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -7910817.000000 Penalty: 3577.454102
	Iteration 3Q: 3 clusters Score -7910817 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -7911687.500000 Penalty: 3577.454102
	Iteration 4Q: 3 clusters Score -7911688 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -7913064.000000 Penalty: 3577.454102
	Iteration 5Q: 3 clusters Score -7913064 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -7915597.000000 Penalty: 3577.454102
	Iteration 6F: 3 clusters Score -7915597 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -7919790.000000 Penalty: 3577.454102
	Iteration 7F: 3 clusters Score -7919790 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -7924794.500000 Penalty: 3577.454102
	Iteration 8F: 3 clusters Score -7924794 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -7928968.500000 Penalty: 3577.454102
	Iteration 9F: 3 clusters Score -7928968 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -7931124.000000 Penalty: 3577.454102
	Iteration 10Q: 3 clusters Score -7931124 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -7932001.000000 Penalty: 3577.454102
	Iteration 11Q: 3 clusters Score -7932001 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -7932300.000000 Penalty: 3577.454102
	Iteration 12Q: 3 clusters Score -7932300 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -7932438.000000 Penalty: 3577.454102
	Iteration 13Q: 3 clusters Score -7932438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -7932509.000000 Penalty: 3577.454102
	Iteration 14Q: 3 clusters Score -7932509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -7932551.500000 Penalty: 3577.454102
	Iteration 15Q: 3 clusters Score -7932552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -7932575.500000 Penalty: 3577.454102
	Iteration 16Q: 3 clusters Score -7932576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -7932574.000000 Penalty: 3577.454102
	Iteration 17Q: 3 clusters Score -7932574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -7932589.000000 Penalty: 3577.454102
	Iteration 18Q: 3 clusters Score -7932589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7932591.000000 Penalty: 3577.454102
	Iteration 19Q: 3 clusters Score -7932591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -7932598.500000 Penalty: 3577.454102
	Iteration 20F: 3 clusters Score -7932598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -7932590.000000 Penalty: 3577.454102
	Iteration 21Q: 3 clusters Score -7932590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -7932603.000000 Penalty: 3577.454102
	Iteration 22Q: 3 clusters Score -7932603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -7932619.000000 Penalty: 3577.454102
	Iteration 23Q: 3 clusters Score -7932619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -7932617.500000 Penalty: 3577.454102
	Iteration 24Q: 3 clusters Score -7932618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7932622.500000 Penalty: 3577.454102
	Iteration 25Q: 3 clusters Score -7932622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7932621.000000 Penalty: 3577.454102
	Iteration 26Q: 3 clusters Score -7932621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -7932619.500000 Penalty: 3577.454102
	Iteration 27Q: 3 clusters Score -7932620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -7932619.000000 Penalty: 3577.454102
	Iteration 28Q: 3 clusters Score -7932619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -7932621.500000 Penalty: 3577.454102
	Iteration 29Q: 3 clusters Score -7932622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -7932623.000000 Penalty: 3577.454102
	Iteration 30Q: 3 clusters Score -7932623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -7932622.500000 Penalty: 3577.454102
	Iteration 31Q: 3 clusters Score -7932622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -7932622.500000 Penalty: 3577.454102
	Iteration 32F: 3 clusters Score -7932622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Entering Unmasked Estep 
Score: -1494841.000000 Penalty: 1525.015991
	Iteration 0F: 2 clusters Score -1494841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1486421.000000 Penalty: 3050.031982
	Iteration 0F: 3 clusters Score -1486421 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1489205.875000 Penalty: 3050.031982
	Iteration 1F: 3 clusters Score -1489206 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1489486.250000 Penalty: 3050.031982
	Iteration 2F: 3 clusters Score -1489486 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1489702.500000 Penalty: 3050.031982
	Iteration 3Q: 3 clusters Score -1489702 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1489881.375000 Penalty: 3050.031982
	Iteration 4Q: 3 clusters Score -1489881 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1490042.875000 Penalty: 3050.031982
	Iteration 5Q: 3 clusters Score -1490043 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1490223.625000 Penalty: 3050.031982
	Iteration 6Q: 3 clusters Score -1490224 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1490461.500000 Penalty: 3050.031982
	Iteration 7Q: 3 clusters Score -1490462 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1490834.375000 Penalty: 3050.031982
	Iteration 8Q: 3 clusters Score -1490834 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1491304.750000 Penalty: 3050.031982
	Iteration 9F: 3 clusters Score -1491305 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1491828.000000 Penalty: 3050.031982
	Iteration 10F: 3 clusters Score -1491828 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1492345.750000 Penalty: 3050.031982
	Iteration 11F: 3 clusters Score -1492346 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1492812.750000 Penalty: 3050.031982
	Iteration 12Q: 3 clusters Score -1492813 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1493151.875000 Penalty: 3050.031982
	Iteration 13Q: 3 clusters Score -1493152 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1493405.000000 Penalty: 3050.031982
	Iteration 14Q: 3 clusters Score -1493405 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1493585.250000 Penalty: 3050.031982
	Iteration 15Q: 3 clusters Score -1493585 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1493702.000000 Penalty: 3050.031982
	Iteration 16Q: 3 clusters Score -1493702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1493798.875000 Penalty: 3050.031982
	Iteration 17Q: 3 clusters Score -1493799 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1493887.250000 Penalty: 3050.031982
	Iteration 18Q: 3 clusters Score -1493887 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1493962.125000 Penalty: 3050.031982
	Iteration 19Q: 3 clusters Score -1493962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1494011.250000 Penalty: 3050.031982
	Iteration 20F: 3 clusters Score -1494011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1494049.000000 Penalty: 3050.031982
	Iteration 21Q: 3 clusters Score -1494049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1494084.000000 Penalty: 3050.031982
	Iteration 22Q: 3 clusters Score -1494084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1494110.000000 Penalty: 3050.031982
	Iteration 23Q: 3 clusters Score -1494110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1494124.625000 Penalty: 3050.031982
	Iteration 24Q: 3 clusters Score -1494125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1494137.750000 Penalty: 3050.031982
	Iteration 25Q: 3 clusters Score -1494138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1494152.750000 Penalty: 3050.031982
	Iteration 26Q: 3 clusters Score -1494153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1494158.250000 Penalty: 3050.031982
	Iteration 27Q: 3 clusters Score -1494158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1494160.000000 Penalty: 3050.031982
	Iteration 28Q: 3 clusters Score -1494160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1494161.000000 Penalty: 3050.031982
	Iteration 29Q: 3 clusters Score -1494161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1494160.125000 Penalty: 3050.031982
	Iteration 30Q: 3 clusters Score -1494160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1494159.375000 Penalty: 3050.031982
	Iteration 31Q: 3 clusters Score -1494159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1494160.625000 Penalty: 3050.031982
	Iteration 32Q: 3 clusters Score -1494161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1494160.625000 Penalty: 3050.031982
	Iteration 33F: 3 clusters Score -1494161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Entering Unmasked Estep 
Score: -7137642.500000 Penalty: 1771.374878
	Iteration 0F: 2 clusters Score -7137642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -7101334.000000 Penalty: 3542.749756
	Iteration 0F: 3 clusters Score -7101334 nChanged 25519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -7115840.500000 Penalty: 3542.749756
	Iteration 1F: 3 clusters Score -7115840 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -7116357.500000 Penalty: 3542.749756
	Iteration 2Q: 3 clusters Score -7116358 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -7116882.000000 Penalty: 3542.749756
	Iteration 3Q: 3 clusters Score -7116882 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -7117474.500000 Penalty: 3542.749756
	Iteration 4Q: 3 clusters Score -7117474 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -7118069.500000 Penalty: 3542.749756
	Iteration 5Q: 3 clusters Score -7118070 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -7118771.000000 Penalty: 3542.749756
	Iteration 6Q: 3 clusters Score -7118771 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -7119531.500000 Penalty: 3542.749756
	Iteration 7Q: 3 clusters Score -7119532 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -7120303.500000 Penalty: 3542.749756
	Iteration 8Q: 3 clusters Score -7120304 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -7121104.000000 Penalty: 3542.749756
	Iteration 9Q: 3 clusters Score -7121104 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -7121775.000000 Penalty: 3542.749756
	Iteration 10Q: 3 clusters Score -7121775 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -7122588.000000 Penalty: 3542.749756
	Iteration 11Q: 3 clusters Score -7122588 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -7123527.000000 Penalty: 3542.749756
	Iteration 12Q: 3 clusters Score -7123527 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -7124583.000000 Penalty: 3542.749756
	Iteration 13Q: 3 clusters Score -7124583 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -7125904.000000 Penalty: 3542.749756
	Iteration 14Q: 3 clusters Score -7125904 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -7127516.500000 Penalty: 3542.749756
	Iteration 15Q: 3 clusters Score -7127516 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -7129370.000000 Penalty: 3542.749756
	Iteration 16Q: 3 clusters Score -7129370 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -7131198.000000 Penalty: 3542.749756
	Iteration 17Q: 3 clusters Score -7131198 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -7132573.500000 Penalty: 3542.749756
	Iteration 18Q: 3 clusters Score -7132574 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -7133630.500000 Penalty: 3542.749756
	Iteration 19Q: 3 clusters Score -7133630 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -7134289.000000 Penalty: 3542.749756
	Iteration 20F: 3 clusters Score -7134289 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -7134762.000000 Penalty: 3542.749756
	Iteration 21Q: 3 clusters Score -7134762 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -7135071.500000 Penalty: 3542.749756
	Iteration 22Q: 3 clusters Score -7135072 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -7135349.000000 Penalty: 3542.749756
	Iteration 23Q: 3 clusters Score -7135349 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -7135556.500000 Penalty: 3542.749756
	Iteration 24Q: 3 clusters Score -7135556 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -7135701.500000 Penalty: 3542.749756
	Iteration 25Q: 3 clusters Score -7135702 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -7135837.000000 Penalty: 3542.749756
	Iteration 26Q: 3 clusters Score -7135837 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -7135892.500000 Penalty: 3542.749756
	Iteration 27Q: 3 clusters Score -7135892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -7135938.500000 Penalty: 3542.749756
	Iteration 28Q: 3 clusters Score -7135938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -7135970.500000 Penalty: 3542.749756
	Iteration 29Q: 3 clusters Score -7135970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -7136009.500000 Penalty: 3542.749756
	Iteration 30Q: 3 clusters Score -7136010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -7136038.000000 Penalty: 3542.749756
	Iteration 31Q: 3 clusters Score -7136038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -7136051.500000 Penalty: 3542.749756
	Iteration 32Q: 3 clusters Score -7136052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -7136069.500000 Penalty: 3542.749756
	Iteration 33Q: 3 clusters Score -7136070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -7136087.500000 Penalty: 3542.749756
	Iteration 34Q: 3 clusters Score -7136088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -7136095.000000 Penalty: 3542.749756
	Iteration 35Q: 3 clusters Score -7136095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -7136110.500000 Penalty: 3542.749756
	Iteration 36Q: 3 clusters Score -7136110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -7136123.500000 Penalty: 3542.749756
	Iteration 37Q: 3 clusters Score -7136124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -7136132.000000 Penalty: 3542.749756
	Iteration 38Q: 3 clusters Score -7136132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -7136138.500000 Penalty: 3542.749756
	Iteration 39Q: 3 clusters Score -7136138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7136140.500000 Penalty: 3542.749756
	Iteration 40F: 3 clusters Score -7136140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -7136139.500000 Penalty: 3542.749756
	Iteration 41Q: 3 clusters Score -7136140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -7136143.500000 Penalty: 3542.749756
	Iteration 42Q: 3 clusters Score -7136144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -7136148.500000 Penalty: 3542.749756
	Iteration 43Q: 3 clusters Score -7136148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -7136154.000000 Penalty: 3542.749756
	Iteration 44Q: 3 clusters Score -7136154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -7136158.500000 Penalty: 3542.749756
	Iteration 45Q: 3 clusters Score -7136158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -7136160.000000 Penalty: 3542.749756
	Iteration 46Q: 3 clusters Score -7136160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -7136160.500000 Penalty: 3542.749756
	Iteration 47Q: 3 clusters Score -7136160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -7136164.000000 Penalty: 3542.749756
	Iteration 48Q: 3 clusters Score -7136164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -7136181.000000 Penalty: 3542.749756
	Iteration 49Q: 3 clusters Score -7136181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -7136192.500000 Penalty: 3542.749756
	Iteration 50Q: 3 clusters Score -7136192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -7136196.500000 Penalty: 3542.749756
	Iteration 51Q: 3 clusters Score -7136196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -7136197.500000 Penalty: 3542.749756
	Iteration 52Q: 3 clusters Score -7136198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -7136197.000000 Penalty: 3542.749756
	Iteration 53Q: 3 clusters Score -7136197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -7136197.000000 Penalty: 3542.749756
	Iteration 54F: 3 clusters Score -7136197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Entering Unmasked Estep 
Score: -8260330.500000 Penalty: 1794.685303
	Iteration 0F: 2 clusters Score -8260330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -8219064.500000 Penalty: 3589.370605
	Iteration 0F: 3 clusters Score -8219064 nChanged 29549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -8235914.000000 Penalty: 3589.370605
	Iteration 1F: 3 clusters Score -8235914 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -8236604.000000 Penalty: 3589.370605
	Iteration 2Q: 3 clusters Score -8236604 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -8237405.000000 Penalty: 3589.370605
	Iteration 3Q: 3 clusters Score -8237405 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -8238407.000000 Penalty: 3589.370605
	Iteration 4Q: 3 clusters Score -8238407 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -8240007.000000 Penalty: 3589.370605
	Iteration 5Q: 3 clusters Score -8240007 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -8242182.500000 Penalty: 3589.370605
	Iteration 6F: 3 clusters Score -8242182 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -8245142.500000 Penalty: 3589.370605
	Iteration 7F: 3 clusters Score -8245142 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8248609.000000 Penalty: 3589.370605
	Iteration 8F: 3 clusters Score -8248609 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -8252113.000000 Penalty: 3589.370605
	Iteration 9F: 3 clusters Score -8252113 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -8254982.000000 Penalty: 3589.370605
	Iteration 10F: 3 clusters Score -8254982 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8256836.500000 Penalty: 3589.370605
	Iteration 11Q: 3 clusters Score -8256836 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8257802.500000 Penalty: 3589.370605
	Iteration 12Q: 3 clusters Score -8257802 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8258220.500000 Penalty: 3589.370605
	Iteration 13Q: 3 clusters Score -8258220 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8258412.500000 Penalty: 3589.370605
	Iteration 14Q: 3 clusters Score -8258412 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8258569.500000 Penalty: 3589.370605
	Iteration 15Q: 3 clusters Score -8258570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8258649.500000 Penalty: 3589.370605
	Iteration 16Q: 3 clusters Score -8258650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8258696.500000 Penalty: 3589.370605
	Iteration 17Q: 3 clusters Score -8258696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8258719.500000 Penalty: 3589.370605
	Iteration 18Q: 3 clusters Score -8258720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8258729.000000 Penalty: 3589.370605
	Iteration 19Q: 3 clusters Score -8258729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8258752.000000 Penalty: 3589.370605
	Iteration 20F: 3 clusters Score -8258752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8258761.500000 Penalty: 3589.370605
	Iteration 21Q: 3 clusters Score -8258762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8258774.500000 Penalty: 3589.370605
	Iteration 22Q: 3 clusters Score -8258774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8258774.500000 Penalty: 3589.370605
	Iteration 23Q: 3 clusters Score -8258774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8258781.500000 Penalty: 3589.370605
	Iteration 24Q: 3 clusters Score -8258782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8258788.500000 Penalty: 3589.370605
	Iteration 25Q: 3 clusters Score -8258788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8258790.000000 Penalty: 3589.370605
	Iteration 26Q: 3 clusters Score -8258790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8258800.500000 Penalty: 3589.370605
	Iteration 27Q: 3 clusters Score -8258800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8258802.500000 Penalty: 3589.370605
	Iteration 28Q: 3 clusters Score -8258802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8258806.500000 Penalty: 3589.370605
	Iteration 29Q: 3 clusters Score -8258806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8258803.000000 Penalty: 3589.370605
	Iteration 30Q: 3 clusters Score -8258803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8258803.500000 Penalty: 3589.370605
	Iteration 31Q: 3 clusters Score -8258804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8258804.000000 Penalty: 3589.370605
	Iteration 32Q: 3 clusters Score -8258804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8258807.000000 Penalty: 3589.370605
	Iteration 33Q: 3 clusters Score -8258807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8258814.500000 Penalty: 3589.370605
	Iteration 34Q: 3 clusters Score -8258814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8258811.000000 Penalty: 3589.370605
	Iteration 35Q: 3 clusters Score -8258811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8258812.000000 Penalty: 3589.370605
	Iteration 36Q: 3 clusters Score -8258812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8258812.000000 Penalty: 3589.370605
	Iteration 37F: 3 clusters Score -8258812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -266709.968750 Penalty: 1236.843994
	Iteration 0F: 2 clusters Score -266710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -264607.312500 Penalty: 2473.687988
	Iteration 0F: 3 clusters Score -264607.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -265043.593750 Penalty: 2473.687988
	Iteration 1F: 3 clusters Score -265043.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -265139.468750 Penalty: 2473.687988
	Iteration 2F: 3 clusters Score -265139.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -265191.750000 Penalty: 2473.687988
	Iteration 3Q: 3 clusters Score -265191.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -265236.437500 Penalty: 2473.687988
	Iteration 4Q: 3 clusters Score -265236.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -265269.343750 Penalty: 2473.687988
	Iteration 5Q: 3 clusters Score -265269.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -265300.468750 Penalty: 2473.687988
	Iteration 6Q: 3 clusters Score -265300.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -265322.812500 Penalty: 2473.687988
	Iteration 7Q: 3 clusters Score -265322.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -265342.093750 Penalty: 2473.687988
	Iteration 8Q: 3 clusters Score -265342.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -265357.093750 Penalty: 2473.687988
	Iteration 9Q: 3 clusters Score -265357.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -265369.625000 Penalty: 2473.687988
	Iteration 10Q: 3 clusters Score -265369.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -265381.406250 Penalty: 2473.687988
	Iteration 11Q: 3 clusters Score -265381.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -265389.656250 Penalty: 2473.687988
	Iteration 12Q: 3 clusters Score -265389.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -265396.968750 Penalty: 2473.687988
	Iteration 13Q: 3 clusters Score -265397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -265402.312500 Penalty: 2473.687988
	Iteration 14Q: 3 clusters Score -265402.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -265409.687500 Penalty: 2473.687988
	Iteration 15Q: 3 clusters Score -265409.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -265422.937500 Penalty: 2473.687988
	Iteration 16Q: 3 clusters Score -265422.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -265437.656250 Penalty: 2473.687988
	Iteration 17Q: 3 clusters Score -265437.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -265454.718750 Penalty: 2473.687988
	Iteration 18Q: 3 clusters Score -265454.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -265465.562500 Penalty: 2473.687988
	Iteration 19Q: 3 clusters Score -265465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -265470.437500 Penalty: 2473.687988
	Iteration 20F: 3 clusters Score -265470.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -265475.125000 Penalty: 2473.687988
	Iteration 21Q: 3 clusters Score -265475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -265481.812500 Penalty: 2473.687988
	Iteration 22Q: 3 clusters Score -265481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -265488.000000 Penalty: 2473.687988
	Iteration 23Q: 3 clusters Score -265488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -265491.750000 Penalty: 2473.687988
	Iteration 24Q: 3 clusters Score -265491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -265494.656250 Penalty: 2473.687988
	Iteration 25Q: 3 clusters Score -265494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -265497.750000 Penalty: 2473.687988
	Iteration 26Q: 3 clusters Score -265497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -265500.718750 Penalty: 2473.687988
	Iteration 27Q: 3 clusters Score -265500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -265501.218750 Penalty: 2473.687988
	Iteration 28Q: 3 clusters Score -265501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -265501.218750 Penalty: 2473.687988
	Iteration 29F: 3 clusters Score -265501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -306482.906250 Penalty: 1259.754395
	Iteration 0F: 2 clusters Score -306482.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -304191.312500 Penalty: 2519.508789
	Iteration 0F: 3 clusters Score -304191.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -304698.375000 Penalty: 2519.508789
	Iteration 1F: 3 clusters Score -304698.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -304822.468750 Penalty: 2519.508789
	Iteration 2F: 3 clusters Score -304822.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -304882.281250 Penalty: 2519.508789
	Iteration 3Q: 3 clusters Score -304882.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -304930.656250 Penalty: 2519.508789
	Iteration 4Q: 3 clusters Score -304930.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -304965.875000 Penalty: 2519.508789
	Iteration 5Q: 3 clusters Score -304965.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -304990.343750 Penalty: 2519.508789
	Iteration 6Q: 3 clusters Score -304990.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -305010.843750 Penalty: 2519.508789
	Iteration 7Q: 3 clusters Score -305010.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -305024.937500 Penalty: 2519.508789
	Iteration 8Q: 3 clusters Score -305024.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -305036.687500 Penalty: 2519.508789
	Iteration 9Q: 3 clusters Score -305036.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -305051.968750 Penalty: 2519.508789
	Iteration 10Q: 3 clusters Score -305052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -305066.625000 Penalty: 2519.508789
	Iteration 11Q: 3 clusters Score -305066.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -305078.468750 Penalty: 2519.508789
	Iteration 12Q: 3 clusters Score -305078.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -305088.125000 Penalty: 2519.508789
	Iteration 13Q: 3 clusters Score -305088.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -305099.718750 Penalty: 2519.508789
	Iteration 14Q: 3 clusters Score -305099.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -305109.156250 Penalty: 2519.508789
	Iteration 15Q: 3 clusters Score -305109.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -305119.687500 Penalty: 2519.508789
	Iteration 16Q: 3 clusters Score -305119.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -305131.406250 Penalty: 2519.508789
	Iteration 17Q: 3 clusters Score -305131.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -305142.281250 Penalty: 2519.508789
	Iteration 18Q: 3 clusters Score -305142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -305147.937500 Penalty: 2519.508789
	Iteration 19Q: 3 clusters Score -305147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -305150.562500 Penalty: 2519.508789
	Iteration 20F: 3 clusters Score -305150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -305152.218750 Penalty: 2519.508789
	Iteration 21Q: 3 clusters Score -305152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -305152.343750 Penalty: 2519.508789
	Iteration 22Q: 3 clusters Score -305152.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -305152.750000 Penalty: 2519.508789
	Iteration 23Q: 3 clusters Score -305152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -305153.250000 Penalty: 2519.508789
	Iteration 24Q: 3 clusters Score -305153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -305153.687500 Penalty: 2519.508789
	Iteration 25Q: 3 clusters Score -305153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -305154.375000 Penalty: 2519.508789
	Iteration 26Q: 3 clusters Score -305154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -305155.125000 Penalty: 2519.508789
	Iteration 27Q: 3 clusters Score -305155.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -305156.625000 Penalty: 2519.508789
	Iteration 28Q: 3 clusters Score -305156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -305156.843750 Penalty: 2519.508789
	Iteration 29Q: 3 clusters Score -305156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -305158.281250 Penalty: 2519.508789
	Iteration 30Q: 3 clusters Score -305158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -305159.718750 Penalty: 2519.508789
	Iteration 31Q: 3 clusters Score -305159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -305161.343750 Penalty: 2519.508789
	Iteration 32Q: 3 clusters Score -305161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -305161.437500 Penalty: 2519.508789
	Iteration 33Q: 3 clusters Score -305161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -305161.531250 Penalty: 2519.508789
	Iteration 34Q: 3 clusters Score -305161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -305162.312500 Penalty: 2519.508789
	Iteration 35Q: 3 clusters Score -305162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -305162.312500 Penalty: 2519.508789
	Iteration 36F: 3 clusters Score -305162.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -41022.679688 Penalty: 970.744080
	Iteration 0F: 2 clusters Score -41022.68 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 196 members 
Entering Unmasked Estep 
Score: -40137.062500 Penalty: 1941.488159
	Iteration 0F: 3 clusters Score -40137.06 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40340.738281 Penalty: 1941.488159
	Iteration 1F: 3 clusters Score -40340.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40376.269531 Penalty: 1941.488159
	Iteration 2F: 3 clusters Score -40376.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40392.535156 Penalty: 1941.488159
	Iteration 3Q: 3 clusters Score -40392.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40400.894531 Penalty: 1941.488159
	Iteration 4Q: 3 clusters Score -40400.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40403.671875 Penalty: 1941.488159
	Iteration 5Q: 3 clusters Score -40403.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40404.804688 Penalty: 1941.488159
	Iteration 6Q: 3 clusters Score -40404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40404.804688 Penalty: 1941.488159
	Iteration 7F: 3 clusters Score -40404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19296 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12445 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74014 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 15 contains 60328 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 54218 members 
Mstep: Class 18 contains 62581 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942428.000000 Penalty: 42073.230469
Iteration 119Q: 21 clusters Score -5.394243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19295 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12445 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74013 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 15 contains 60333 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 54218 members 
Mstep: Class 18 contains 62581 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942444.000000 Penalty: 42073.230469
Iteration 120F: 21 clusters Score -5.394244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19293 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12445 members 
Mstep: Class 5 contains 6913 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 74011 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 15 contains 60341 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 54218 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 2010 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942440.000000 Penalty: 42073.230469
Iteration 121Q: 21 clusters Score -5.394244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19289 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 6913 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 74015 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 15 contains 60350 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942412.000000 Penalty: 42073.230469
Iteration 122Q: 21 clusters Score -5.394241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19287 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 6913 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28340 members 
Mstep: Class 10 contains 74016 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 15 contains 60358 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942428.000000 Penalty: 42073.230469
Iteration 123Q: 21 clusters Score -5.394243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19286 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 6913 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74007 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 15 contains 60373 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1993 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942408.000000 Penalty: 42073.230469
Iteration 124Q: 21 clusters Score -5.394241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19284 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 73999 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16599 members 
Mstep: Class 15 contains 60389 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942404.000000 Penalty: 42073.230469
Iteration 125Q: 21 clusters Score -5.39424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19283 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74003 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16600 members 
Mstep: Class 15 contains 60392 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62581 members 
Mstep: Class 19 contains 1988 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942396.000000 Penalty: 42073.230469
Iteration 126Q: 21 clusters Score -5.39424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19282 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28335 members 
Mstep: Class 10 contains 74010 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16600 members 
Mstep: Class 15 contains 60386 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62581 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942428.000000 Penalty: 42073.230469
Iteration 127Q: 21 clusters Score -5.394243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19282 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74010 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16601 members 
Mstep: Class 15 contains 60386 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62581 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942424.000000 Penalty: 42073.230469
Iteration 128Q: 21 clusters Score -5.394242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19284 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74014 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 15 contains 60380 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942428.000000 Penalty: 42073.230469
Iteration 129Q: 21 clusters Score -5.394243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19284 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74020 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 15 contains 60376 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942428.000000 Penalty: 42073.230469
Iteration 130Q: 21 clusters Score -5.394243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19284 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74026 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60369 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942412.000000 Penalty: 42073.230469
Iteration 131Q: 21 clusters Score -5.394241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19283 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74033 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60365 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942432.000000 Penalty: 42073.230469
Iteration 132Q: 21 clusters Score -5.394243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19282 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74038 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60363 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1984 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942428.000000 Penalty: 42073.230469
Iteration 133Q: 21 clusters Score -5.394243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19282 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74041 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60365 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942432.000000 Penalty: 42073.230469
Iteration 134Q: 21 clusters Score -5.394243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19282 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74045 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60363 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942440.000000 Penalty: 42073.230469
Iteration 135Q: 21 clusters Score -5.394244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19282 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74047 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60363 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942416.000000 Penalty: 42073.230469
Iteration 136Q: 21 clusters Score -5.394242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19282 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74055 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60356 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942412.000000 Penalty: 42073.230469
Iteration 137Q: 21 clusters Score -5.394241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19282 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74059 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60352 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942424.000000 Penalty: 42073.230469
Iteration 138Q: 21 clusters Score -5.394242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19281 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74063 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60351 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942424.000000 Penalty: 42073.230469
Iteration 139Q: 21 clusters Score -5.394242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19281 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74066 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60349 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942428.000000 Penalty: 42073.230469
Iteration 140F: 21 clusters Score -5.394243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19281 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74071 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60345 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942416.000000 Penalty: 42073.230469
Iteration 141Q: 21 clusters Score -5.394242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19281 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74072 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60345 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942428.000000 Penalty: 42073.230469
Iteration 142Q: 21 clusters Score -5.394243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19281 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 74074 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60347 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942408.000000 Penalty: 42073.230469
Iteration 143Q: 21 clusters Score -5.394241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19281 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6907 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 74076 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60349 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942400.000000 Penalty: 42073.230469
Iteration 144Q: 21 clusters Score -5.39424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19281 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 74075 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60351 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942388.000000 Penalty: 42073.230469
Iteration 145Q: 21 clusters Score -5.394239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19281 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6907 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 74075 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60352 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942396.000000 Penalty: 42073.230469
Iteration 146Q: 21 clusters Score -5.39424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 74078 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60352 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54218 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942392.000000 Penalty: 42073.230469
Iteration 147Q: 21 clusters Score -5.394239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 74079 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60352 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54218 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942380.000000 Penalty: 42073.230469
Iteration 148Q: 21 clusters Score -5.394238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6907 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 74080 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60354 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942404.000000 Penalty: 42073.230469
Iteration 149Q: 21 clusters Score -5.39424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6907 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74083 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60351 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942388.000000 Penalty: 42073.230469
Iteration 150Q: 21 clusters Score -5.394239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74084 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60351 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942380.000000 Penalty: 42073.230469
Iteration 151Q: 21 clusters Score -5.394238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74086 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60349 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942396.000000 Penalty: 42073.230469
Iteration 152Q: 21 clusters Score -5.39424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74087 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60348 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942396.000000 Penalty: 42073.230469
Iteration 153Q: 21 clusters Score -5.39424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74090 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60345 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942396.000000 Penalty: 42073.230469
Iteration 154Q: 21 clusters Score -5.39424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74092 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60343 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942396.000000 Penalty: 42073.230469
Iteration 155Q: 21 clusters Score -5.39424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74093 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60342 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942404.000000 Penalty: 42073.230469
Iteration 156Q: 21 clusters Score -5.39424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 74095 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60340 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942396.000000 Penalty: 42073.230469
Iteration 157Q: 21 clusters Score -5.39424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 74096 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60338 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942380.000000 Penalty: 42073.230469
Iteration 158Q: 21 clusters Score -5.394238e+07 nChanged 0
Entering ConstructFrom: 
Score: -53942380.000000 Penalty: 42073.230469
Entering ConstructFrom: 
Trying to split cluster 1 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -115451.609375 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -115451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114045.109375 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -114045.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114317.601562 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -114317.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -114400.945312 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -114400.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -114451.015625 Penalty: 2230.396240
	Iteration 3Q: 3 clusters Score -114451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -114473.320312 Penalty: 2230.396240
	Iteration 4Q: 3 clusters Score -114473.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114489.757812 Penalty: 2230.396240
	Iteration 5Q: 3 clusters Score -114489.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114502.875000 Penalty: 2230.396240
	Iteration 6Q: 3 clusters Score -114502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -114509.273438 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -114509.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -114518.992188 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -114519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -114523.250000 Penalty: 2230.396240
	Iteration 9Q: 3 clusters Score -114523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -114528.992188 Penalty: 2230.396240
	Iteration 10Q: 3 clusters Score -114529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114532.781250 Penalty: 2230.396240
	Iteration 11Q: 3 clusters Score -114532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114534.265625 Penalty: 2230.396240
	Iteration 12Q: 3 clusters Score -114534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114534.937500 Penalty: 2230.396240
	Iteration 13Q: 3 clusters Score -114534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114535.515625 Penalty: 2230.396240
	Iteration 14Q: 3 clusters Score -114535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114538.156250 Penalty: 2230.396240
	Iteration 15Q: 3 clusters Score -114538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114538.734375 Penalty: 2230.396240
	Iteration 16Q: 3 clusters Score -114538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114538.734375 Penalty: 2230.396240
	Iteration 17F: 3 clusters Score -114538.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Entering Unmasked Estep 
Score: -2555191.750000 Penalty: 1603.358765
	Iteration 0F: 2 clusters Score -2555192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2542001.250000 Penalty: 3206.717529
	Iteration 0F: 3 clusters Score -2542001 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2546695.750000 Penalty: 3206.717529
	Iteration 1F: 3 clusters Score -2546696 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2547054.500000 Penalty: 3206.717529
	Iteration 2Q: 3 clusters Score -2547054 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2547457.250000 Penalty: 3206.717529
	Iteration 3Q: 3 clusters Score -2547457 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2547950.000000 Penalty: 3206.717529
	Iteration 4Q: 3 clusters Score -2547950 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2548660.750000 Penalty: 3206.717529
	Iteration 5F: 3 clusters Score -2548661 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2549732.750000 Penalty: 3206.717529
	Iteration 6F: 3 clusters Score -2549733 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2551061.750000 Penalty: 3206.717529
	Iteration 7F: 3 clusters Score -2551062 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2552347.500000 Penalty: 3206.717529
	Iteration 8F: 3 clusters Score -2552348 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2553140.750000 Penalty: 3206.717529
	Iteration 9Q: 3 clusters Score -2553141 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2553464.750000 Penalty: 3206.717529
	Iteration 10Q: 3 clusters Score -2553465 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2553618.250000 Penalty: 3206.717529
	Iteration 11Q: 3 clusters Score -2553618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2553702.750000 Penalty: 3206.717529
	Iteration 12Q: 3 clusters Score -2553703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2553726.750000 Penalty: 3206.717529
	Iteration 13Q: 3 clusters Score -2553727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2553753.000000 Penalty: 3206.717529
	Iteration 14Q: 3 clusters Score -2553753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2553775.000000 Penalty: 3206.717529
	Iteration 15Q: 3 clusters Score -2553775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2553793.500000 Penalty: 3206.717529
	Iteration 16Q: 3 clusters Score -2553794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2553803.000000 Penalty: 3206.717529
	Iteration 17Q: 3 clusters Score -2553803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2553804.000000 Penalty: 3206.717529
	Iteration 18Q: 3 clusters Score -2553804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2553807.500000 Penalty: 3206.717529
	Iteration 19Q: 3 clusters Score -2553808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2553809.000000 Penalty: 3206.717529
	Iteration 20F: 3 clusters Score -2553809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -238047.703125 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -238047.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -236026.250000 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -236026.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -236451.937500 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -236451.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236568.531250 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -236568.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -236655.890625 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -236655.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -236714.562500 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -236714.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -236757.531250 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -236757.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -236783.406250 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -236783.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -236798.671875 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -236798.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -236817.671875 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -236817.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -236834.171875 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -236834.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -236840.203125 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -236840.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -236843.937500 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -236843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -236849.406250 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -236849.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -236854.765625 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -236854.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -236857.703125 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -236857.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -236859.671875 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -236859.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -236862.828125 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -236862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -236865.734375 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -236865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -236870.859375 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -236870.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -236876.000000 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -236876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -236883.203125 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -236883.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -236890.046875 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -236890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -236897.750000 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -236897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -236900.109375 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -236900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -236901.968750 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -236902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -236903.906250 Penalty: 2467.191162
	Iteration 25Q: 3 clusters Score -236903.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -236906.375000 Penalty: 2467.191162
	Iteration 26Q: 3 clusters Score -236906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -236907.750000 Penalty: 2467.191162
	Iteration 27Q: 3 clusters Score -236907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -236910.843750 Penalty: 2467.191162
	Iteration 28Q: 3 clusters Score -236910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -236914.015625 Penalty: 2467.191162
	Iteration 29Q: 3 clusters Score -236914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -236920.296875 Penalty: 2467.191162
	Iteration 30Q: 3 clusters Score -236920.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -236931.484375 Penalty: 2467.191162
	Iteration 31Q: 3 clusters Score -236931.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -236943.078125 Penalty: 2467.191162
	Iteration 32Q: 3 clusters Score -236943.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -236956.375000 Penalty: 2467.191162
	Iteration 33Q: 3 clusters Score -236956.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -236968.750000 Penalty: 2467.191162
	Iteration 34Q: 3 clusters Score -236968.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -236979.500000 Penalty: 2467.191162
	Iteration 35Q: 3 clusters Score -236979.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -236988.265625 Penalty: 2467.191162
	Iteration 36Q: 3 clusters Score -236988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -236992.203125 Penalty: 2467.191162
	Iteration 37Q: 3 clusters Score -236992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -236997.546875 Penalty: 2467.191162
	Iteration 38Q: 3 clusters Score -236997.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -237007.484375 Penalty: 2467.191162
	Iteration 39Q: 3 clusters Score -237007.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -237016.921875 Penalty: 2467.191162
	Iteration 40F: 3 clusters Score -237016.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -237025.328125 Penalty: 2467.191162
	Iteration 41Q: 3 clusters Score -237025.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -237037.265625 Penalty: 2467.191162
	Iteration 42Q: 3 clusters Score -237037.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -237048.125000 Penalty: 2467.191162
	Iteration 43Q: 3 clusters Score -237048.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -237055.156250 Penalty: 2467.191162
	Iteration 44Q: 3 clusters Score -237055.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -237062.375000 Penalty: 2467.191162
	Iteration 45Q: 3 clusters Score -237062.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -237072.625000 Penalty: 2467.191162
	Iteration 46Q: 3 clusters Score -237072.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -237084.015625 Penalty: 2467.191162
	Iteration 47Q: 3 clusters Score -237084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -237091.375000 Penalty: 2467.191162
	Iteration 48Q: 3 clusters Score -237091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -237094.984375 Penalty: 2467.191162
	Iteration 49Q: 3 clusters Score -237095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -237100.218750 Penalty: 2467.191162
	Iteration 50Q: 3 clusters Score -237100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -237106.390625 Penalty: 2467.191162
	Iteration 51Q: 3 clusters Score -237106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -237113.265625 Penalty: 2467.191162
	Iteration 52Q: 3 clusters Score -237113.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -237118.953125 Penalty: 2467.191162
	Iteration 53Q: 3 clusters Score -237119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -237121.578125 Penalty: 2467.191162
	Iteration 54Q: 3 clusters Score -237121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -237126.906250 Penalty: 2467.191162
	Iteration 55Q: 3 clusters Score -237126.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -237132.218750 Penalty: 2467.191162
	Iteration 56Q: 3 clusters Score -237132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -237135.640625 Penalty: 2467.191162
	Iteration 57Q: 3 clusters Score -237135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -237138.671875 Penalty: 2467.191162
	Iteration 58Q: 3 clusters Score -237138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -237141.500000 Penalty: 2467.191162
	Iteration 59Q: 3 clusters Score -237141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -237145.718750 Penalty: 2467.191162
	Iteration 60F: 3 clusters Score -237145.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -237150.796875 Penalty: 2467.191162
	Iteration 61Q: 3 clusters Score -237150.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -237165.828125 Penalty: 2467.191162
	Iteration 62Q: 3 clusters Score -237165.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -237174.859375 Penalty: 2467.191162
	Iteration 63Q: 3 clusters Score -237174.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -237187.703125 Penalty: 2467.191162
	Iteration 64Q: 3 clusters Score -237187.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -237199.328125 Penalty: 2467.191162
	Iteration 65Q: 3 clusters Score -237199.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -237216.796875 Penalty: 2467.191162
	Iteration 66Q: 3 clusters Score -237216.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -237246.359375 Penalty: 2467.191162
	Iteration 67Q: 3 clusters Score -237246.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -237270.156250 Penalty: 2467.191162
	Iteration 68Q: 3 clusters Score -237270.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -237303.875000 Penalty: 2467.191162
	Iteration 69Q: 3 clusters Score -237303.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -237321.703125 Penalty: 2467.191162
	Iteration 70Q: 3 clusters Score -237321.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -237335.343750 Penalty: 2467.191162
	Iteration 71Q: 3 clusters Score -237335.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -237347.562500 Penalty: 2467.191162
	Iteration 72Q: 3 clusters Score -237347.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -237360.468750 Penalty: 2467.191162
	Iteration 73Q: 3 clusters Score -237360.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -237370.234375 Penalty: 2467.191162
	Iteration 74Q: 3 clusters Score -237370.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -237380.218750 Penalty: 2467.191162
	Iteration 75Q: 3 clusters Score -237380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -237392.203125 Penalty: 2467.191162
	Iteration 76Q: 3 clusters Score -237392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -237399.593750 Penalty: 2467.191162
	Iteration 77Q: 3 clusters Score -237399.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -237415.953125 Penalty: 2467.191162
	Iteration 78Q: 3 clusters Score -237416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -237433.906250 Penalty: 2467.191162
	Iteration 79Q: 3 clusters Score -237433.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -237451.234375 Penalty: 2467.191162
	Iteration 80F: 3 clusters Score -237451.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -237467.218750 Penalty: 2467.191162
	Iteration 81Q: 3 clusters Score -237467.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -237474.937500 Penalty: 2467.191162
	Iteration 82Q: 3 clusters Score -237474.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -237484.250000 Penalty: 2467.191162
	Iteration 83Q: 3 clusters Score -237484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -237500.500000 Penalty: 2467.191162
	Iteration 84Q: 3 clusters Score -237500.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -237517.640625 Penalty: 2467.191162
	Iteration 85Q: 3 clusters Score -237517.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -237538.031250 Penalty: 2467.191162
	Iteration 86Q: 3 clusters Score -237538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -237548.015625 Penalty: 2467.191162
	Iteration 87Q: 3 clusters Score -237548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -237555.296875 Penalty: 2467.191162
	Iteration 88Q: 3 clusters Score -237555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -237563.468750 Penalty: 2467.191162
	Iteration 89Q: 3 clusters Score -237563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -237568.484375 Penalty: 2467.191162
	Iteration 90Q: 3 clusters Score -237568.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -237572.843750 Penalty: 2467.191162
	Iteration 91Q: 3 clusters Score -237572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -237575.906250 Penalty: 2467.191162
	Iteration 92Q: 3 clusters Score -237575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -237578.203125 Penalty: 2467.191162
	Iteration 93Q: 3 clusters Score -237578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -237580.343750 Penalty: 2467.191162
	Iteration 94Q: 3 clusters Score -237580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -237582.312500 Penalty: 2467.191162
	Iteration 95Q: 3 clusters Score -237582.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -237585.625000 Penalty: 2467.191162
	Iteration 96Q: 3 clusters Score -237585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -237587.984375 Penalty: 2467.191162
	Iteration 97Q: 3 clusters Score -237588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -237591.250000 Penalty: 2467.191162
	Iteration 98Q: 3 clusters Score -237591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -237591.187500 Penalty: 2467.191162
	Iteration 99Q: 3 clusters Score -237591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -237592.625000 Penalty: 2467.191162
	Iteration 100F: 3 clusters Score -237592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -237595.484375 Penalty: 2467.191162
	Iteration 101Q: 3 clusters Score -237595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -237598.187500 Penalty: 2467.191162
	Iteration 102Q: 3 clusters Score -237598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -237598.750000 Penalty: 2467.191162
	Iteration 103Q: 3 clusters Score -237598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -237599.593750 Penalty: 2467.191162
	Iteration 104Q: 3 clusters Score -237599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -237599.390625 Penalty: 2467.191162
	Iteration 105Q: 3 clusters Score -237599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -237599.390625 Penalty: 2467.191162
	Iteration 106F: 3 clusters Score -237599.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Entering Unmasked Estep 
Score: -1563285.875000 Penalty: 1532.159302
	Iteration 0F: 2 clusters Score -1563286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1554470.000000 Penalty: 3064.318604
	Iteration 0F: 3 clusters Score -1554470 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1557491.250000 Penalty: 3064.318604
	Iteration 1F: 3 clusters Score -1557491 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1557819.750000 Penalty: 3064.318604
	Iteration 2F: 3 clusters Score -1557820 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1558188.125000 Penalty: 3064.318604
	Iteration 3F: 3 clusters Score -1558188 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1558598.500000 Penalty: 3064.318604
	Iteration 4F: 3 clusters Score -1558598 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1559054.750000 Penalty: 3064.318604
	Iteration 5F: 3 clusters Score -1559055 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1559615.125000 Penalty: 3064.318604
	Iteration 6F: 3 clusters Score -1559615 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1560186.750000 Penalty: 3064.318604
	Iteration 7F: 3 clusters Score -1560187 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1560714.500000 Penalty: 3064.318604
	Iteration 8F: 3 clusters Score -1560714 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1561185.125000 Penalty: 3064.318604
	Iteration 9Q: 3 clusters Score -1561185 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1561514.125000 Penalty: 3064.318604
	Iteration 10Q: 3 clusters Score -1561514 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1561662.250000 Penalty: 3064.318604
	Iteration 11Q: 3 clusters Score -1561662 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1561757.625000 Penalty: 3064.318604
	Iteration 12Q: 3 clusters Score -1561758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1561824.750000 Penalty: 3064.318604
	Iteration 13Q: 3 clusters Score -1561825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1561867.500000 Penalty: 3064.318604
	Iteration 14Q: 3 clusters Score -1561868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1561895.500000 Penalty: 3064.318604
	Iteration 15Q: 3 clusters Score -1561896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1561923.000000 Penalty: 3064.318604
	Iteration 16Q: 3 clusters Score -1561923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1561935.000000 Penalty: 3064.318604
	Iteration 17Q: 3 clusters Score -1561935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1561945.750000 Penalty: 3064.318604
	Iteration 18Q: 3 clusters Score -1561946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1561952.500000 Penalty: 3064.318604
	Iteration 19Q: 3 clusters Score -1561952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1561959.250000 Penalty: 3064.318604
	Iteration 20F: 3 clusters Score -1561959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1561960.625000 Penalty: 3064.318604
	Iteration 21Q: 3 clusters Score -1561961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1561964.000000 Penalty: 3064.318604
	Iteration 22Q: 3 clusters Score -1561964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1561965.250000 Penalty: 3064.318604
	Iteration 23Q: 3 clusters Score -1561965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1561964.375000 Penalty: 3064.318604
	Iteration 24Q: 3 clusters Score -1561964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1561965.875000 Penalty: 3064.318604
	Iteration 25Q: 3 clusters Score -1561966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1561965.875000 Penalty: 3064.318604
	Iteration 26F: 3 clusters Score -1561966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -870807.375000 Penalty: 1436.523682
	Iteration 0F: 2 clusters Score -870807.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -865600.625000 Penalty: 2873.047363
	Iteration 0F: 3 clusters Score -865600.6 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -867133.937500 Penalty: 2873.047363
	Iteration 1F: 3 clusters Score -867133.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -867298.750000 Penalty: 2873.047363
	Iteration 2F: 3 clusters Score -867298.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -867447.687500 Penalty: 2873.047363
	Iteration 3Q: 3 clusters Score -867447.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -867562.687500 Penalty: 2873.047363
	Iteration 4Q: 3 clusters Score -867562.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -867659.437500 Penalty: 2873.047363
	Iteration 5Q: 3 clusters Score -867659.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -867752.687500 Penalty: 2873.047363
	Iteration 6Q: 3 clusters Score -867752.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -867856.625000 Penalty: 2873.047363
	Iteration 7Q: 3 clusters Score -867856.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -867953.562500 Penalty: 2873.047363
	Iteration 8Q: 3 clusters Score -867953.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -868041.437500 Penalty: 2873.047363
	Iteration 9Q: 3 clusters Score -868041.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -868127.812500 Penalty: 2873.047363
	Iteration 10Q: 3 clusters Score -868127.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -868253.375000 Penalty: 2873.047363
	Iteration 11Q: 3 clusters Score -868253.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -868394.750000 Penalty: 2873.047363
	Iteration 12Q: 3 clusters Score -868394.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -868546.812500 Penalty: 2873.047363
	Iteration 13Q: 3 clusters Score -868546.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -868724.875000 Penalty: 2873.047363
	Iteration 14Q: 3 clusters Score -868724.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -868926.312500 Penalty: 2873.047363
	Iteration 15Q: 3 clusters Score -868926.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -869112.125000 Penalty: 2873.047363
	Iteration 16Q: 3 clusters Score -869112.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -869253.375000 Penalty: 2873.047363
	Iteration 17Q: 3 clusters Score -869253.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -869347.062500 Penalty: 2873.047363
	Iteration 18Q: 3 clusters Score -869347.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -869409.812500 Penalty: 2873.047363
	Iteration 19Q: 3 clusters Score -869409.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -869457.812500 Penalty: 2873.047363
	Iteration 20F: 3 clusters Score -869457.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -869504.812500 Penalty: 2873.047363
	Iteration 21Q: 3 clusters Score -869504.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -869539.187500 Penalty: 2873.047363
	Iteration 22Q: 3 clusters Score -869539.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -869572.250000 Penalty: 2873.047363
	Iteration 23Q: 3 clusters Score -869572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -869591.125000 Penalty: 2873.047363
	Iteration 24Q: 3 clusters Score -869591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -869602.187500 Penalty: 2873.047363
	Iteration 25Q: 3 clusters Score -869602.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -869608.687500 Penalty: 2873.047363
	Iteration 26Q: 3 clusters Score -869608.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -869609.312500 Penalty: 2873.047363
	Iteration 27Q: 3 clusters Score -869609.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -869609.312500 Penalty: 2873.047363
	Iteration 28F: 3 clusters Score -869609.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -269441.781250 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -269441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -267216.937500 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -267216.9 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -267837.531250 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -267837.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -268041.468750 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -268041.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -268211.562500 Penalty: 2515.716064
	Iteration 3F: 3 clusters Score -268211.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -268358.843750 Penalty: 2515.716064
	Iteration 4F: 3 clusters Score -268358.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -268507.062500 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -268507.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -268651.187500 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -268651.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -268737.093750 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -268737.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -268807.000000 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -268807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -268854.437500 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -268854.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -268882.656250 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -268882.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -268902.125000 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -268902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -268914.593750 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -268914.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -268926.562500 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -268926.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -268934.562500 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -268934.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -268940.343750 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -268940.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -268946.750000 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -268946.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -268953.468750 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -268953.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -268961.031250 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -268961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -268966.000000 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -268966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -268977.593750 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -268977.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -269000.781250 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -269000.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -269043.875000 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -269043.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -269074.937500 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -269074.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -269101.250000 Penalty: 2515.716064
	Iteration 24Q: 3 clusters Score -269101.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -269120.343750 Penalty: 2515.716064
	Iteration 25Q: 3 clusters Score -269120.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -269136.468750 Penalty: 2515.716064
	Iteration 26Q: 3 clusters Score -269136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -269142.875000 Penalty: 2515.716064
	Iteration 27Q: 3 clusters Score -269142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -269145.875000 Penalty: 2515.716064
	Iteration 28Q: 3 clusters Score -269145.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -269147.531250 Penalty: 2515.716064
	Iteration 29Q: 3 clusters Score -269147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -269147.375000 Penalty: 2515.716064
	Iteration 30Q: 3 clusters Score -269147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -269147.375000 Penalty: 2515.716064
	Iteration 31F: 3 clusters Score -269147.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Entering Unmasked Estep 
Score: -4637312.500000 Penalty: 1701.507690
	Iteration 0F: 2 clusters Score -4637312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4613854.500000 Penalty: 3403.015381
	Iteration 0F: 3 clusters Score -4613854 nChanged 16250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4623058.000000 Penalty: 3403.015381
	Iteration 1F: 3 clusters Score -4623058 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4623644.000000 Penalty: 3403.015381
	Iteration 2Q: 3 clusters Score -4623644 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4624344.000000 Penalty: 3403.015381
	Iteration 3Q: 3 clusters Score -4624344 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -4625151.000000 Penalty: 3403.015381
	Iteration 4F: 3 clusters Score -4625151 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -4626027.500000 Penalty: 3403.015381
	Iteration 5F: 3 clusters Score -4626028 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -4626958.000000 Penalty: 3403.015381
	Iteration 6F: 3 clusters Score -4626958 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4627887.500000 Penalty: 3403.015381
	Iteration 7F: 3 clusters Score -4627888 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4628803.500000 Penalty: 3403.015381
	Iteration 8F: 3 clusters Score -4628804 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4629635.000000 Penalty: 3403.015381
	Iteration 9Q: 3 clusters Score -4629635 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4630488.500000 Penalty: 3403.015381
	Iteration 10Q: 3 clusters Score -4630488 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4631359.000000 Penalty: 3403.015381
	Iteration 11Q: 3 clusters Score -4631359 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -4632199.000000 Penalty: 3403.015381
	Iteration 12Q: 3 clusters Score -4632199 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4633087.500000 Penalty: 3403.015381
	Iteration 13Q: 3 clusters Score -4633088 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4633903.000000 Penalty: 3403.015381
	Iteration 14Q: 3 clusters Score -4633903 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4634576.000000 Penalty: 3403.015381
	Iteration 15Q: 3 clusters Score -4634576 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4635095.000000 Penalty: 3403.015381
	Iteration 16Q: 3 clusters Score -4635095 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4635451.500000 Penalty: 3403.015381
	Iteration 17Q: 3 clusters Score -4635452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4635616.000000 Penalty: 3403.015381
	Iteration 18Q: 3 clusters Score -4635616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4635705.500000 Penalty: 3403.015381
	Iteration 19Q: 3 clusters Score -4635706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4635748.000000 Penalty: 3403.015381
	Iteration 20F: 3 clusters Score -4635748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4635777.000000 Penalty: 3403.015381
	Iteration 21Q: 3 clusters Score -4635777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4635802.500000 Penalty: 3403.015381
	Iteration 22Q: 3 clusters Score -4635802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4635821.000000 Penalty: 3403.015381
	Iteration 23Q: 3 clusters Score -4635821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4635837.500000 Penalty: 3403.015381
	Iteration 24Q: 3 clusters Score -4635838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4635838.000000 Penalty: 3403.015381
	Iteration 25Q: 3 clusters Score -4635838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4635841.000000 Penalty: 3403.015381
	Iteration 26Q: 3 clusters Score -4635841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4635843.500000 Penalty: 3403.015381
	Iteration 27Q: 3 clusters Score -4635844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4635846.500000 Penalty: 3403.015381
	Iteration 28Q: 3 clusters Score -4635846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4635849.500000 Penalty: 3403.015381
	Iteration 29Q: 3 clusters Score -4635850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4635849.500000 Penalty: 3403.015381
	Iteration 30Q: 3 clusters Score -4635850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4635853.000000 Penalty: 3403.015381
	Iteration 31Q: 3 clusters Score -4635853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4635856.500000 Penalty: 3403.015381
	Iteration 32Q: 3 clusters Score -4635856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4635865.000000 Penalty: 3403.015381
	Iteration 33Q: 3 clusters Score -4635865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4635868.000000 Penalty: 3403.015381
	Iteration 34Q: 3 clusters Score -4635868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4635878.500000 Penalty: 3403.015381
	Iteration 35Q: 3 clusters Score -4635878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4635880.500000 Penalty: 3403.015381
	Iteration 36Q: 3 clusters Score -4635880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4635889.500000 Penalty: 3403.015381
	Iteration 37Q: 3 clusters Score -4635890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4635892.500000 Penalty: 3403.015381
	Iteration 38Q: 3 clusters Score -4635892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4635892.000000 Penalty: 3403.015381
	Iteration 39Q: 3 clusters Score -4635892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4635900.500000 Penalty: 3403.015381
	Iteration 40F: 3 clusters Score -4635900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4635897.000000 Penalty: 3403.015381
	Iteration 41Q: 3 clusters Score -4635897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4635895.000000 Penalty: 3403.015381
	Iteration 42Q: 3 clusters Score -4635895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4635894.500000 Penalty: 3403.015381
	Iteration 43Q: 3 clusters Score -4635894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4635894.500000 Penalty: 3403.015381
	Iteration 44F: 3 clusters Score -4635894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -28209.343750 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -28209.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27607.419922 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -27607.42 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27987.794922 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -27987.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28171.994141 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -28171.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28226.462891 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -28226.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -28253.714844 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -28253.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -28261.476562 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -28261.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28265.386719 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -28265.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28265.386719 Penalty: 1849.366821
	Iteration 7F: 3 clusters Score -28265.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 74096 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 14 contains 75 members 
Mstep: Class 15 contains 60338 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
Score: -53941276.000000 Penalty: 44176.890625
Splitting cluster 8 changes total score from -53942380.000000 to -53941276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (28339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Entering Unmasked Estep 
Score: -3731726.250000 Penalty: 1665.949097
	Iteration 0F: 2 clusters Score -3731726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3712638.250000 Penalty: 3331.898193
	Iteration 0F: 3 clusters Score -3712638 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3719626.250000 Penalty: 3331.898193
	Iteration 1F: 3 clusters Score -3719626 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3719918.250000 Penalty: 3331.898193
	Iteration 2Q: 3 clusters Score -3719918 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3720215.000000 Penalty: 3331.898193
	Iteration 3Q: 3 clusters Score -3720215 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3720458.250000 Penalty: 3331.898193
	Iteration 4Q: 3 clusters Score -3720458 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3720686.000000 Penalty: 3331.898193
	Iteration 5Q: 3 clusters Score -3720686 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3720900.750000 Penalty: 3331.898193
	Iteration 6Q: 3 clusters Score -3720901 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3721135.000000 Penalty: 3331.898193
	Iteration 7Q: 3 clusters Score -3721135 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3721402.000000 Penalty: 3331.898193
	Iteration 8Q: 3 clusters Score -3721402 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3721696.250000 Penalty: 3331.898193
	Iteration 9Q: 3 clusters Score -3721696 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3722057.250000 Penalty: 3331.898193
	Iteration 10Q: 3 clusters Score -3722057 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3722500.750000 Penalty: 3331.898193
	Iteration 11Q: 3 clusters Score -3722501 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3723041.000000 Penalty: 3331.898193
	Iteration 12Q: 3 clusters Score -3723041 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3723664.250000 Penalty: 3331.898193
	Iteration 13Q: 3 clusters Score -3723664 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3724226.750000 Penalty: 3331.898193
	Iteration 14Q: 3 clusters Score -3724227 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3724723.000000 Penalty: 3331.898193
	Iteration 15Q: 3 clusters Score -3724723 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3725267.500000 Penalty: 3331.898193
	Iteration 16Q: 3 clusters Score -3725268 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3725846.250000 Penalty: 3331.898193
	Iteration 17Q: 3 clusters Score -3725846 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3726389.500000 Penalty: 3331.898193
	Iteration 18Q: 3 clusters Score -3726390 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3726807.750000 Penalty: 3331.898193
	Iteration 19Q: 3 clusters Score -3726808 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3727111.000000 Penalty: 3331.898193
	Iteration 20F: 3 clusters Score -3727111 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3727355.750000 Penalty: 3331.898193
	Iteration 21Q: 3 clusters Score -3727356 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3727578.250000 Penalty: 3331.898193
	Iteration 22Q: 3 clusters Score -3727578 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3727808.500000 Penalty: 3331.898193
	Iteration 23Q: 3 clusters Score -3727808 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3727978.000000 Penalty: 3331.898193
	Iteration 24Q: 3 clusters Score -3727978 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3728109.500000 Penalty: 3331.898193
	Iteration 25Q: 3 clusters Score -3728110 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3728202.250000 Penalty: 3331.898193
	Iteration 26Q: 3 clusters Score -3728202 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3728267.500000 Penalty: 3331.898193
	Iteration 27Q: 3 clusters Score -3728268 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3728319.500000 Penalty: 3331.898193
	Iteration 28Q: 3 clusters Score -3728320 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3728347.250000 Penalty: 3331.898193
	Iteration 29Q: 3 clusters Score -3728347 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3728373.000000 Penalty: 3331.898193
	Iteration 30Q: 3 clusters Score -3728373 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3728376.750000 Penalty: 3331.898193
	Iteration 31Q: 3 clusters Score -3728377 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3728401.500000 Penalty: 3331.898193
	Iteration 32Q: 3 clusters Score -3728402 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3728409.750000 Penalty: 3331.898193
	Iteration 33Q: 3 clusters Score -3728410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3728417.000000 Penalty: 3331.898193
	Iteration 34Q: 3 clusters Score -3728417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3728427.500000 Penalty: 3331.898193
	Iteration 35Q: 3 clusters Score -3728428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3728437.250000 Penalty: 3331.898193
	Iteration 36Q: 3 clusters Score -3728437 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3728431.000000 Penalty: 3331.898193
	Iteration 37Q: 3 clusters Score -3728431 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3728440.500000 Penalty: 3331.898193
	Iteration 38Q: 3 clusters Score -3728440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3728435.250000 Penalty: 3331.898193
	Iteration 39Q: 3 clusters Score -3728435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3728441.000000 Penalty: 3331.898193
	Iteration 40F: 3 clusters Score -3728441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3728446.250000 Penalty: 3331.898193
	Iteration 41Q: 3 clusters Score -3728446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3728443.250000 Penalty: 3331.898193
	Iteration 42Q: 3 clusters Score -3728443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3728442.500000 Penalty: 3331.898193
	Iteration 43Q: 3 clusters Score -3728442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3728444.000000 Penalty: 3331.898193
	Iteration 44Q: 3 clusters Score -3728444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3728446.250000 Penalty: 3331.898193
	Iteration 45Q: 3 clusters Score -3728446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3728452.500000 Penalty: 3331.898193
	Iteration 46Q: 3 clusters Score -3728452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3728449.500000 Penalty: 3331.898193
	Iteration 47Q: 3 clusters Score -3728450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3728447.000000 Penalty: 3331.898193
	Iteration 48Q: 3 clusters Score -3728447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3728453.000000 Penalty: 3331.898193
	Iteration 49Q: 3 clusters Score -3728453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3728456.250000 Penalty: 3331.898193
	Iteration 50Q: 3 clusters Score -3728456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3728455.000000 Penalty: 3331.898193
	Iteration 51Q: 3 clusters Score -3728455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3728455.000000 Penalty: 3331.898193
	Iteration 52F: 3 clusters Score -3728455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Entering Unmasked Estep 
Score: -9810203.000000 Penalty: 1822.131470
	Iteration 0F: 2 clusters Score -9810203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -9762827.000000 Penalty: 3644.262939
	Iteration 0F: 3 clusters Score -9762827 nChanged 35326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -9783674.000000 Penalty: 3644.262939
	Iteration 1F: 3 clusters Score -9783674 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -9785099.000000 Penalty: 3644.262939
	Iteration 2Q: 3 clusters Score -9785099 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -9787670.000000 Penalty: 3644.262939
	Iteration 3F: 3 clusters Score -9787670 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -9792310.000000 Penalty: 3644.262939
	Iteration 4F: 3 clusters Score -9792310 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -9798354.000000 Penalty: 3644.262939
	Iteration 5F: 3 clusters Score -9798354 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -9803572.000000 Penalty: 3644.262939
	Iteration 6F: 3 clusters Score -9803572 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -9806651.000000 Penalty: 3644.262939
	Iteration 7Q: 3 clusters Score -9806651 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -9807856.000000 Penalty: 3644.262939
	Iteration 8Q: 3 clusters Score -9807856 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -9808240.000000 Penalty: 3644.262939
	Iteration 9Q: 3 clusters Score -9808240 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -9808412.000000 Penalty: 3644.262939
	Iteration 10Q: 3 clusters Score -9808412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -9808505.000000 Penalty: 3644.262939
	Iteration 11Q: 3 clusters Score -9808505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -9808552.000000 Penalty: 3644.262939
	Iteration 12Q: 3 clusters Score -9808552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -9808568.000000 Penalty: 3644.262939
	Iteration 13Q: 3 clusters Score -9808568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -9808565.000000 Penalty: 3644.262939
	Iteration 14Q: 3 clusters Score -9808565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -9808578.000000 Penalty: 3644.262939
	Iteration 15Q: 3 clusters Score -9808578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 73892 members 
Entering Unmasked Estep 
Score: -9808580.000000 Penalty: 3644.262939
	Iteration 16Q: 3 clusters Score -9808580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -9808580.000000 Penalty: 3644.262939
	Iteration 17Q: 3 clusters Score -9808580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -9808587.000000 Penalty: 3644.262939
	Iteration 18Q: 3 clusters Score -9808587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -9808587.000000 Penalty: 3644.262939
	Iteration 19Q: 3 clusters Score -9808587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -9808590.000000 Penalty: 3644.262939
	Iteration 20F: 3 clusters Score -9808590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -9808585.000000 Penalty: 3644.262939
	Iteration 21Q: 3 clusters Score -9808585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -9808585.000000 Penalty: 3644.262939
	Iteration 22F: 3 clusters Score -9808585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Entering Unmasked Estep 
Score: -3323847.250000 Penalty: 1647.541626
	Iteration 0F: 2 clusters Score -3323847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3306736.500000 Penalty: 3295.083252
	Iteration 0F: 3 clusters Score -3306736 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3313143.000000 Penalty: 3295.083252
	Iteration 1F: 3 clusters Score -3313143 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3313561.250000 Penalty: 3295.083252
	Iteration 2Q: 3 clusters Score -3313561 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3314022.250000 Penalty: 3295.083252
	Iteration 3Q: 3 clusters Score -3314022 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3314631.000000 Penalty: 3295.083252
	Iteration 4Q: 3 clusters Score -3314631 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3315427.750000 Penalty: 3295.083252
	Iteration 5F: 3 clusters Score -3315428 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3316457.250000 Penalty: 3295.083252
	Iteration 6F: 3 clusters Score -3316457 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3317626.250000 Penalty: 3295.083252
	Iteration 7F: 3 clusters Score -3317626 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3318697.250000 Penalty: 3295.083252
	Iteration 8F: 3 clusters Score -3318697 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3319590.250000 Penalty: 3295.083252
	Iteration 9Q: 3 clusters Score -3319590 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3320187.750000 Penalty: 3295.083252
	Iteration 10Q: 3 clusters Score -3320188 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3320603.500000 Penalty: 3295.083252
	Iteration 11Q: 3 clusters Score -3320604 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3320952.500000 Penalty: 3295.083252
	Iteration 12Q: 3 clusters Score -3320952 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3321330.250000 Penalty: 3295.083252
	Iteration 13Q: 3 clusters Score -3321330 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3321602.500000 Penalty: 3295.083252
	Iteration 14Q: 3 clusters Score -3321602 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3321783.500000 Penalty: 3295.083252
	Iteration 15Q: 3 clusters Score -3321784 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3321880.250000 Penalty: 3295.083252
	Iteration 16Q: 3 clusters Score -3321880 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3321947.250000 Penalty: 3295.083252
	Iteration 17Q: 3 clusters Score -3321947 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3321997.000000 Penalty: 3295.083252
	Iteration 18Q: 3 clusters Score -3321997 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3322040.250000 Penalty: 3295.083252
	Iteration 19Q: 3 clusters Score -3322040 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3322090.000000 Penalty: 3295.083252
	Iteration 20F: 3 clusters Score -3322090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3322129.500000 Penalty: 3295.083252
	Iteration 21Q: 3 clusters Score -3322130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3322157.500000 Penalty: 3295.083252
	Iteration 22Q: 3 clusters Score -3322158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3322187.500000 Penalty: 3295.083252
	Iteration 23Q: 3 clusters Score -3322188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3322213.250000 Penalty: 3295.083252
	Iteration 24Q: 3 clusters Score -3322213 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3322238.500000 Penalty: 3295.083252
	Iteration 25Q: 3 clusters Score -3322238 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3322283.000000 Penalty: 3295.083252
	Iteration 26Q: 3 clusters Score -3322283 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3322341.500000 Penalty: 3295.083252
	Iteration 27Q: 3 clusters Score -3322342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3322388.250000 Penalty: 3295.083252
	Iteration 28Q: 3 clusters Score -3322388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3322429.500000 Penalty: 3295.083252
	Iteration 29Q: 3 clusters Score -3322430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3322466.750000 Penalty: 3295.083252
	Iteration 30Q: 3 clusters Score -3322467 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -3322527.250000 Penalty: 3295.083252
	Iteration 31Q: 3 clusters Score -3322527 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3322601.250000 Penalty: 3295.083252
	Iteration 32Q: 3 clusters Score -3322601 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3322677.000000 Penalty: 3295.083252
	Iteration 33Q: 3 clusters Score -3322677 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3322771.750000 Penalty: 3295.083252
	Iteration 34Q: 3 clusters Score -3322772 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3322873.250000 Penalty: 3295.083252
	Iteration 35Q: 3 clusters Score -3322873 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3322960.250000 Penalty: 3295.083252
	Iteration 36Q: 3 clusters Score -3322960 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3323062.500000 Penalty: 3295.083252
	Iteration 37Q: 3 clusters Score -3323062 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3323110.000000 Penalty: 3295.083252
	Iteration 38Q: 3 clusters Score -3323110 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3323157.250000 Penalty: 3295.083252
	Iteration 39Q: 3 clusters Score -3323157 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3323301.500000 Penalty: 3295.083252
	Iteration 40F: 3 clusters Score -3323302 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3323464.000000 Penalty: 3295.083252
	Iteration 41Q: 3 clusters Score -3323464 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3323623.500000 Penalty: 3295.083252
	Iteration 42Q: 3 clusters Score -3323624 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3323767.000000 Penalty: 3295.083252
	Iteration 43Q: 3 clusters Score -3323767 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3323833.750000 Penalty: 3295.083252
	Iteration 44Q: 3 clusters Score -3323834 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3323891.750000 Penalty: 3295.083252
	Iteration 45Q: 3 clusters Score -3323892 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3323930.500000 Penalty: 3295.083252
	Iteration 46Q: 3 clusters Score -3323930 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3323942.500000 Penalty: 3295.083252
	Iteration 47Q: 3 clusters Score -3323942 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3323967.500000 Penalty: 3295.083252
	Iteration 48Q: 3 clusters Score -3323968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3323970.250000 Penalty: 3295.083252
	Iteration 49Q: 3 clusters Score -3323970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3323978.750000 Penalty: 3295.083252
	Iteration 50Q: 3 clusters Score -3323979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3323982.000000 Penalty: 3295.083252
	Iteration 51Q: 3 clusters Score -3323982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3323989.750000 Penalty: 3295.083252
	Iteration 52Q: 3 clusters Score -3323990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3323989.250000 Penalty: 3295.083252
	Iteration 53Q: 3 clusters Score -3323989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3323988.500000 Penalty: 3295.083252
	Iteration 54Q: 3 clusters Score -3323988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3323995.250000 Penalty: 3295.083252
	Iteration 55Q: 3 clusters Score -3323995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3324000.500000 Penalty: 3295.083252
	Iteration 56Q: 3 clusters Score -3324000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3324005.750000 Penalty: 3295.083252
	Iteration 57Q: 3 clusters Score -3324006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3324015.000000 Penalty: 3295.083252
	Iteration 58Q: 3 clusters Score -3324015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3324011.750000 Penalty: 3295.083252
	Iteration 59Q: 3 clusters Score -3324012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3324012.750000 Penalty: 3295.083252
	Iteration 60F: 3 clusters Score -3324013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3324007.500000 Penalty: 3295.083252
	Iteration 61Q: 3 clusters Score -3324008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3324010.000000 Penalty: 3295.083252
	Iteration 62Q: 3 clusters Score -3324010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3324009.750000 Penalty: 3295.083252
	Iteration 63Q: 3 clusters Score -3324010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3324014.000000 Penalty: 3295.083252
	Iteration 64Q: 3 clusters Score -3324014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3324012.000000 Penalty: 3295.083252
	Iteration 65Q: 3 clusters Score -3324012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3324015.500000 Penalty: 3295.083252
	Iteration 66Q: 3 clusters Score -3324016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3324016.250000 Penalty: 3295.083252
	Iteration 67Q: 3 clusters Score -3324016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3324020.000000 Penalty: 3295.083252
	Iteration 68Q: 3 clusters Score -3324020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3324017.750000 Penalty: 3295.083252
	Iteration 69Q: 3 clusters Score -3324018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3324016.000000 Penalty: 3295.083252
	Iteration 70Q: 3 clusters Score -3324016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3324018.500000 Penalty: 3295.083252
	Iteration 71Q: 3 clusters Score -3324018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3324022.500000 Penalty: 3295.083252
	Iteration 72Q: 3 clusters Score -3324022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3324021.250000 Penalty: 3295.083252
	Iteration 73Q: 3 clusters Score -3324021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3324021.250000 Penalty: 3295.083252
	Iteration 74F: 3 clusters Score -3324021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 74096 members 
Mstep: Class 11 contains 7999 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 14 contains 17305 members 
Mstep: Class 15 contains 60338 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
Score: -53942180.000000 Penalty: 44176.890625
Splitting cluster 11 changes total score from -53942380.000000 to -53942180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -186520.500000 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -186520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -184759.609375 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -184759.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -185078.281250 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -185078.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -185165.640625 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -185165.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -185222.609375 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -185222.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185258.093750 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -185258.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185292.109375 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -185292.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185322.390625 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -185322.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -185340.625000 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -185340.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -185353.046875 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -185353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -185365.781250 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -185365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -185370.515625 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -185370.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185374.687500 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -185374.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185378.234375 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -185378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -185381.046875 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -185381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -185383.609375 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -185383.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -185386.281250 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -185386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -185388.234375 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -185388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -185391.703125 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -185391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -185398.421875 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -185398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185403.109375 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -185403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -185407.250000 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -185407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -185408.968750 Penalty: 2367.789795
	Iteration 21Q: 3 clusters Score -185409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -185416.062500 Penalty: 2367.789795
	Iteration 22Q: 3 clusters Score -185416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -185422.296875 Penalty: 2367.789795
	Iteration 23Q: 3 clusters Score -185422.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -185425.187500 Penalty: 2367.789795
	Iteration 24Q: 3 clusters Score -185425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -185425.234375 Penalty: 2367.789795
	Iteration 25Q: 3 clusters Score -185425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -185425.234375 Penalty: 2367.789795
	Iteration 26F: 3 clusters Score -185425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Entering Unmasked Estep 
Score: -2194944.250000 Penalty: 1579.067505
	Iteration 0F: 2 clusters Score -2194944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2183473.500000 Penalty: 3158.135010
	Iteration 0F: 3 clusters Score -2183474 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2187373.000000 Penalty: 3158.135010
	Iteration 1F: 3 clusters Score -2187373 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2187788.000000 Penalty: 3158.135010
	Iteration 2F: 3 clusters Score -2187788 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2188269.250000 Penalty: 3158.135010
	Iteration 3F: 3 clusters Score -2188269 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2188931.750000 Penalty: 3158.135010
	Iteration 4F: 3 clusters Score -2188932 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2189821.750000 Penalty: 3158.135010
	Iteration 5F: 3 clusters Score -2189822 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2190878.250000 Penalty: 3158.135010
	Iteration 6F: 3 clusters Score -2190878 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2191897.250000 Penalty: 3158.135010
	Iteration 7F: 3 clusters Score -2191897 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2192624.250000 Penalty: 3158.135010
	Iteration 8Q: 3 clusters Score -2192624 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2193052.000000 Penalty: 3158.135010
	Iteration 9Q: 3 clusters Score -2193052 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2193292.250000 Penalty: 3158.135010
	Iteration 10Q: 3 clusters Score -2193292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2193397.750000 Penalty: 3158.135010
	Iteration 11Q: 3 clusters Score -2193398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2193456.000000 Penalty: 3158.135010
	Iteration 12Q: 3 clusters Score -2193456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2193485.500000 Penalty: 3158.135010
	Iteration 13Q: 3 clusters Score -2193486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2193502.500000 Penalty: 3158.135010
	Iteration 14Q: 3 clusters Score -2193502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2193513.250000 Penalty: 3158.135010
	Iteration 15Q: 3 clusters Score -2193513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2193527.750000 Penalty: 3158.135010
	Iteration 16Q: 3 clusters Score -2193528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2193545.000000 Penalty: 3158.135010
	Iteration 17Q: 3 clusters Score -2193545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2193561.250000 Penalty: 3158.135010
	Iteration 18Q: 3 clusters Score -2193561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2193568.750000 Penalty: 3158.135010
	Iteration 19Q: 3 clusters Score -2193569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2193577.250000 Penalty: 3158.135010
	Iteration 20F: 3 clusters Score -2193577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2193582.250000 Penalty: 3158.135010
	Iteration 21Q: 3 clusters Score -2193582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2193594.250000 Penalty: 3158.135010
	Iteration 22Q: 3 clusters Score -2193594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2193592.000000 Penalty: 3158.135010
	Iteration 23Q: 3 clusters Score -2193592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2193603.250000 Penalty: 3158.135010
	Iteration 24Q: 3 clusters Score -2193603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2193605.000000 Penalty: 3158.135010
	Iteration 25Q: 3 clusters Score -2193605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2193607.000000 Penalty: 3158.135010
	Iteration 26Q: 3 clusters Score -2193607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2193610.250000 Penalty: 3158.135010
	Iteration 27Q: 3 clusters Score -2193610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2193612.500000 Penalty: 3158.135010
	Iteration 28Q: 3 clusters Score -2193612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2193610.500000 Penalty: 3158.135010
	Iteration 29Q: 3 clusters Score -2193610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2193610.500000 Penalty: 3158.135010
	Iteration 30F: 3 clusters Score -2193610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Entering Unmasked Estep 
Score: -7934982.500000 Penalty: 1788.754028
	Iteration 0F: 2 clusters Score -7934982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -7894747.500000 Penalty: 3577.508057
	Iteration 0F: 3 clusters Score -7894748 nChanged 28516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -7910847.500000 Penalty: 3577.508057
	Iteration 1F: 3 clusters Score -7910848 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -7911171.000000 Penalty: 3577.508057
	Iteration 2Q: 3 clusters Score -7911171 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -7911537.000000 Penalty: 3577.508057
	Iteration 3Q: 3 clusters Score -7911537 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -7911903.500000 Penalty: 3577.508057
	Iteration 4Q: 3 clusters Score -7911904 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -7912343.500000 Penalty: 3577.508057
	Iteration 5Q: 3 clusters Score -7912344 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -7912931.500000 Penalty: 3577.508057
	Iteration 6Q: 3 clusters Score -7912932 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -7913803.500000 Penalty: 3577.508057
	Iteration 7Q: 3 clusters Score -7913804 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -7915081.500000 Penalty: 3577.508057
	Iteration 8Q: 3 clusters Score -7915082 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -7916935.500000 Penalty: 3577.508057
	Iteration 9F: 3 clusters Score -7916936 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -7919310.500000 Penalty: 3577.508057
	Iteration 10F: 3 clusters Score -7919310 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -7921799.500000 Penalty: 3577.508057
	Iteration 11F: 3 clusters Score -7921800 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -7923339.500000 Penalty: 3577.508057
	Iteration 12F: 3 clusters Score -7923340 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -7924260.000000 Penalty: 3577.508057
	Iteration 13Q: 3 clusters Score -7924260 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -7924791.500000 Penalty: 3577.508057
	Iteration 14Q: 3 clusters Score -7924792 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -7925236.000000 Penalty: 3577.508057
	Iteration 15Q: 3 clusters Score -7925236 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -7925695.500000 Penalty: 3577.508057
	Iteration 16Q: 3 clusters Score -7925696 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -7926170.500000 Penalty: 3577.508057
	Iteration 17Q: 3 clusters Score -7926170 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -7926785.000000 Penalty: 3577.508057
	Iteration 18Q: 3 clusters Score -7926785 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -7927354.500000 Penalty: 3577.508057
	Iteration 19Q: 3 clusters Score -7927354 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -7928042.500000 Penalty: 3577.508057
	Iteration 20F: 3 clusters Score -7928042 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -7928754.000000 Penalty: 3577.508057
	Iteration 21Q: 3 clusters Score -7928754 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -7929393.500000 Penalty: 3577.508057
	Iteration 22Q: 3 clusters Score -7929394 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -7930009.500000 Penalty: 3577.508057
	Iteration 23Q: 3 clusters Score -7930010 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -7930675.000000 Penalty: 3577.508057
	Iteration 24Q: 3 clusters Score -7930675 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -7931256.500000 Penalty: 3577.508057
	Iteration 25Q: 3 clusters Score -7931256 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -7931739.000000 Penalty: 3577.508057
	Iteration 26Q: 3 clusters Score -7931739 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -7932095.000000 Penalty: 3577.508057
	Iteration 27Q: 3 clusters Score -7932095 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -7932360.000000 Penalty: 3577.508057
	Iteration 28Q: 3 clusters Score -7932360 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -7932573.500000 Penalty: 3577.508057
	Iteration 29Q: 3 clusters Score -7932574 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -7932753.500000 Penalty: 3577.508057
	Iteration 30Q: 3 clusters Score -7932754 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7932819.500000 Penalty: 3577.508057
	Iteration 31Q: 3 clusters Score -7932820 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7932888.000000 Penalty: 3577.508057
	Iteration 32Q: 3 clusters Score -7932888 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7932978.500000 Penalty: 3577.508057
	Iteration 33Q: 3 clusters Score -7932978 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -7933034.500000 Penalty: 3577.508057
	Iteration 34Q: 3 clusters Score -7933034 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -7933115.000000 Penalty: 3577.508057
	Iteration 35Q: 3 clusters Score -7933115 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7933162.000000 Penalty: 3577.508057
	Iteration 36Q: 3 clusters Score -7933162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7933176.000000 Penalty: 3577.508057
	Iteration 37Q: 3 clusters Score -7933176 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7933194.500000 Penalty: 3577.508057
	Iteration 38Q: 3 clusters Score -7933194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7933209.500000 Penalty: 3577.508057
	Iteration 39Q: 3 clusters Score -7933210 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7933267.000000 Penalty: 3577.508057
	Iteration 40F: 3 clusters Score -7933267 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7933291.000000 Penalty: 3577.508057
	Iteration 41Q: 3 clusters Score -7933291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7933327.000000 Penalty: 3577.508057
	Iteration 42Q: 3 clusters Score -7933327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7933347.500000 Penalty: 3577.508057
	Iteration 43Q: 3 clusters Score -7933348 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7933354.500000 Penalty: 3577.508057
	Iteration 44Q: 3 clusters Score -7933354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7933373.500000 Penalty: 3577.508057
	Iteration 45Q: 3 clusters Score -7933374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7933382.500000 Penalty: 3577.508057
	Iteration 46Q: 3 clusters Score -7933382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7933401.500000 Penalty: 3577.508057
	Iteration 47Q: 3 clusters Score -7933402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7933406.500000 Penalty: 3577.508057
	Iteration 48Q: 3 clusters Score -7933406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7933420.500000 Penalty: 3577.508057
	Iteration 49Q: 3 clusters Score -7933420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7933424.000000 Penalty: 3577.508057
	Iteration 50Q: 3 clusters Score -7933424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7933442.500000 Penalty: 3577.508057
	Iteration 51Q: 3 clusters Score -7933442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7933446.000000 Penalty: 3577.508057
	Iteration 52Q: 3 clusters Score -7933446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7933448.000000 Penalty: 3577.508057
	Iteration 53Q: 3 clusters Score -7933448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7933452.000000 Penalty: 3577.508057
	Iteration 54Q: 3 clusters Score -7933452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7933447.000000 Penalty: 3577.508057
	Iteration 55Q: 3 clusters Score -7933447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7933460.000000 Penalty: 3577.508057
	Iteration 56Q: 3 clusters Score -7933460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7933456.000000 Penalty: 3577.508057
	Iteration 57Q: 3 clusters Score -7933456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7933459.000000 Penalty: 3577.508057
	Iteration 58Q: 3 clusters Score -7933459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7933464.000000 Penalty: 3577.508057
	Iteration 59Q: 3 clusters Score -7933464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7933464.000000 Penalty: 3577.508057
	Iteration 60F: 3 clusters Score -7933464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7933464.500000 Penalty: 3577.508057
	Iteration 61Q: 3 clusters Score -7933464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7933466.000000 Penalty: 3577.508057
	Iteration 62Q: 3 clusters Score -7933466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7933465.000000 Penalty: 3577.508057
	Iteration 63Q: 3 clusters Score -7933465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7933475.000000 Penalty: 3577.508057
	Iteration 64Q: 3 clusters Score -7933475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7933476.500000 Penalty: 3577.508057
	Iteration 65Q: 3 clusters Score -7933476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7933480.000000 Penalty: 3577.508057
	Iteration 66Q: 3 clusters Score -7933480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7933493.000000 Penalty: 3577.508057
	Iteration 67Q: 3 clusters Score -7933493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7933487.000000 Penalty: 3577.508057
	Iteration 68Q: 3 clusters Score -7933487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7933481.000000 Penalty: 3577.508057
	Iteration 69Q: 3 clusters Score -7933481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7933484.500000 Penalty: 3577.508057
	Iteration 70Q: 3 clusters Score -7933484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7933482.500000 Penalty: 3577.508057
	Iteration 71Q: 3 clusters Score -7933482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7933475.500000 Penalty: 3577.508057
	Iteration 72Q: 3 clusters Score -7933476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7933487.500000 Penalty: 3577.508057
	Iteration 73Q: 3 clusters Score -7933488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7933484.500000 Penalty: 3577.508057
	Iteration 74Q: 3 clusters Score -7933484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7933493.000000 Penalty: 3577.508057
	Iteration 75Q: 3 clusters Score -7933493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7933498.000000 Penalty: 3577.508057
	Iteration 76Q: 3 clusters Score -7933498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7933483.000000 Penalty: 3577.508057
	Iteration 77Q: 3 clusters Score -7933483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7933487.000000 Penalty: 3577.508057
	Iteration 78Q: 3 clusters Score -7933487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7933486.500000 Penalty: 3577.508057
	Iteration 79Q: 3 clusters Score -7933486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7933487.500000 Penalty: 3577.508057
	Iteration 80F: 3 clusters Score -7933488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7933502.500000 Penalty: 3577.508057
	Iteration 81Q: 3 clusters Score -7933502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7933506.500000 Penalty: 3577.508057
	Iteration 82Q: 3 clusters Score -7933506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7933509.500000 Penalty: 3577.508057
	Iteration 83Q: 3 clusters Score -7933510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7933514.000000 Penalty: 3577.508057
	Iteration 84Q: 3 clusters Score -7933514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7933511.000000 Penalty: 3577.508057
	Iteration 85Q: 3 clusters Score -7933511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7933518.500000 Penalty: 3577.508057
	Iteration 86Q: 3 clusters Score -7933518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7933516.500000 Penalty: 3577.508057
	Iteration 87Q: 3 clusters Score -7933516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7933515.000000 Penalty: 3577.508057
	Iteration 88Q: 3 clusters Score -7933515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7933515.000000 Penalty: 3577.508057
	Iteration 89Q: 3 clusters Score -7933515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7933521.500000 Penalty: 3577.508057
	Iteration 90Q: 3 clusters Score -7933522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7933516.500000 Penalty: 3577.508057
	Iteration 91Q: 3 clusters Score -7933516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7933525.000000 Penalty: 3577.508057
	Iteration 92Q: 3 clusters Score -7933525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7933530.500000 Penalty: 3577.508057
	Iteration 93Q: 3 clusters Score -7933530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7933529.500000 Penalty: 3577.508057
	Iteration 94Q: 3 clusters Score -7933530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7933533.000000 Penalty: 3577.508057
	Iteration 95Q: 3 clusters Score -7933533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7933534.000000 Penalty: 3577.508057
	Iteration 96Q: 3 clusters Score -7933534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7933532.000000 Penalty: 3577.508057
	Iteration 97Q: 3 clusters Score -7933532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7933529.000000 Penalty: 3577.508057
	Iteration 98Q: 3 clusters Score -7933529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7933527.500000 Penalty: 3577.508057
	Iteration 99Q: 3 clusters Score -7933528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7933532.000000 Penalty: 3577.508057
	Iteration 100F: 3 clusters Score -7933532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7933528.000000 Penalty: 3577.508057
	Iteration 101Q: 3 clusters Score -7933528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7933537.000000 Penalty: 3577.508057
	Iteration 102Q: 3 clusters Score -7933537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7933533.500000 Penalty: 3577.508057
	Iteration 103Q: 3 clusters Score -7933534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7933540.000000 Penalty: 3577.508057
	Iteration 104Q: 3 clusters Score -7933540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7933539.000000 Penalty: 3577.508057
	Iteration 105Q: 3 clusters Score -7933539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7933545.500000 Penalty: 3577.508057
	Iteration 106Q: 3 clusters Score -7933546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7933543.500000 Penalty: 3577.508057
	Iteration 107Q: 3 clusters Score -7933544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7933547.000000 Penalty: 3577.508057
	Iteration 108Q: 3 clusters Score -7933547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7933551.000000 Penalty: 3577.508057
	Iteration 109Q: 3 clusters Score -7933551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7933548.000000 Penalty: 3577.508057
	Iteration 110Q: 3 clusters Score -7933548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7933546.500000 Penalty: 3577.508057
	Iteration 111Q: 3 clusters Score -7933546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7933546.500000 Penalty: 3577.508057
	Iteration 112F: 3 clusters Score -7933546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Entering Unmasked Estep 
Score: -1494959.750000 Penalty: 1525.029663
	Iteration 0F: 2 clusters Score -1494960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1486635.625000 Penalty: 3050.059326
	Iteration 0F: 3 clusters Score -1486636 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1489383.625000 Penalty: 3050.059326
	Iteration 1F: 3 clusters Score -1489384 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1489679.875000 Penalty: 3050.059326
	Iteration 2F: 3 clusters Score -1489680 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1489932.000000 Penalty: 3050.059326
	Iteration 3Q: 3 clusters Score -1489932 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1490211.250000 Penalty: 3050.059326
	Iteration 4Q: 3 clusters Score -1490211 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1490475.625000 Penalty: 3050.059326
	Iteration 5Q: 3 clusters Score -1490476 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1490773.000000 Penalty: 3050.059326
	Iteration 6Q: 3 clusters Score -1490773 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1491080.750000 Penalty: 3050.059326
	Iteration 7Q: 3 clusters Score -1491081 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1491411.250000 Penalty: 3050.059326
	Iteration 8Q: 3 clusters Score -1491411 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1491715.000000 Penalty: 3050.059326
	Iteration 9Q: 3 clusters Score -1491715 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1492022.000000 Penalty: 3050.059326
	Iteration 10Q: 3 clusters Score -1492022 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1492255.000000 Penalty: 3050.059326
	Iteration 11Q: 3 clusters Score -1492255 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1492447.250000 Penalty: 3050.059326
	Iteration 12Q: 3 clusters Score -1492447 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1492605.750000 Penalty: 3050.059326
	Iteration 13Q: 3 clusters Score -1492606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1492770.375000 Penalty: 3050.059326
	Iteration 14Q: 3 clusters Score -1492770 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1492918.500000 Penalty: 3050.059326
	Iteration 15Q: 3 clusters Score -1492918 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1493052.625000 Penalty: 3050.059326
	Iteration 16Q: 3 clusters Score -1493053 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1493170.125000 Penalty: 3050.059326
	Iteration 17Q: 3 clusters Score -1493170 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1493275.250000 Penalty: 3050.059326
	Iteration 18Q: 3 clusters Score -1493275 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1493367.500000 Penalty: 3050.059326
	Iteration 19Q: 3 clusters Score -1493368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1493469.000000 Penalty: 3050.059326
	Iteration 20F: 3 clusters Score -1493469 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1493577.125000 Penalty: 3050.059326
	Iteration 21Q: 3 clusters Score -1493577 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1493694.375000 Penalty: 3050.059326
	Iteration 22Q: 3 clusters Score -1493694 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1493802.875000 Penalty: 3050.059326
	Iteration 23Q: 3 clusters Score -1493803 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1493898.750000 Penalty: 3050.059326
	Iteration 24Q: 3 clusters Score -1493899 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1493973.500000 Penalty: 3050.059326
	Iteration 25Q: 3 clusters Score -1493974 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1494033.000000 Penalty: 3050.059326
	Iteration 26Q: 3 clusters Score -1494033 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1494097.750000 Penalty: 3050.059326
	Iteration 27Q: 3 clusters Score -1494098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1494140.500000 Penalty: 3050.059326
	Iteration 28Q: 3 clusters Score -1494140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1494184.125000 Penalty: 3050.059326
	Iteration 29Q: 3 clusters Score -1494184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1494217.250000 Penalty: 3050.059326
	Iteration 30Q: 3 clusters Score -1494217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1494236.125000 Penalty: 3050.059326
	Iteration 31Q: 3 clusters Score -1494236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1494250.625000 Penalty: 3050.059326
	Iteration 32Q: 3 clusters Score -1494251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1494263.375000 Penalty: 3050.059326
	Iteration 33Q: 3 clusters Score -1494263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1494271.500000 Penalty: 3050.059326
	Iteration 34Q: 3 clusters Score -1494272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1494275.000000 Penalty: 3050.059326
	Iteration 35Q: 3 clusters Score -1494275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1494281.500000 Penalty: 3050.059326
	Iteration 36Q: 3 clusters Score -1494282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1494279.500000 Penalty: 3050.059326
	Iteration 37Q: 3 clusters Score -1494280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1494280.750000 Penalty: 3050.059326
	Iteration 38Q: 3 clusters Score -1494281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1494280.000000 Penalty: 3050.059326
	Iteration 39Q: 3 clusters Score -1494280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1494279.750000 Penalty: 3050.059326
	Iteration 40F: 3 clusters Score -1494280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1494281.125000 Penalty: 3050.059326
	Iteration 41Q: 3 clusters Score -1494281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1494281.500000 Penalty: 3050.059326
	Iteration 42Q: 3 clusters Score -1494282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1494281.500000 Penalty: 3050.059326
	Iteration 43F: 3 clusters Score -1494282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Entering Unmasked Estep 
Score: -7137511.000000 Penalty: 1771.371948
	Iteration 0F: 2 clusters Score -7137511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -7101308.000000 Penalty: 3542.743896
	Iteration 0F: 3 clusters Score -7101308 nChanged 25409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -7115837.500000 Penalty: 3542.743896
	Iteration 1F: 3 clusters Score -7115838 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -7116497.000000 Penalty: 3542.743896
	Iteration 2Q: 3 clusters Score -7116497 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -7117569.500000 Penalty: 3542.743896
	Iteration 3Q: 3 clusters Score -7117570 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -7119259.000000 Penalty: 3542.743896
	Iteration 4F: 3 clusters Score -7119259 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -7121848.500000 Penalty: 3542.743896
	Iteration 5F: 3 clusters Score -7121848 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -7125250.500000 Penalty: 3542.743896
	Iteration 6F: 3 clusters Score -7125250 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -7128553.000000 Penalty: 3542.743896
	Iteration 7F: 3 clusters Score -7128553 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -7131433.500000 Penalty: 3542.743896
	Iteration 8F: 3 clusters Score -7131434 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7133450.000000 Penalty: 3542.743896
	Iteration 9Q: 3 clusters Score -7133450 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7134745.500000 Penalty: 3542.743896
	Iteration 10Q: 3 clusters Score -7134746 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7135383.000000 Penalty: 3542.743896
	Iteration 11Q: 3 clusters Score -7135383 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7135683.000000 Penalty: 3542.743896
	Iteration 12Q: 3 clusters Score -7135683 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7135815.500000 Penalty: 3542.743896
	Iteration 13Q: 3 clusters Score -7135816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7135864.000000 Penalty: 3542.743896
	Iteration 14Q: 3 clusters Score -7135864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7135884.500000 Penalty: 3542.743896
	Iteration 15Q: 3 clusters Score -7135884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7135907.000000 Penalty: 3542.743896
	Iteration 16Q: 3 clusters Score -7135907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7135931.000000 Penalty: 3542.743896
	Iteration 17Q: 3 clusters Score -7135931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7135952.500000 Penalty: 3542.743896
	Iteration 18Q: 3 clusters Score -7135952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7135955.500000 Penalty: 3542.743896
	Iteration 19Q: 3 clusters Score -7135956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7135971.000000 Penalty: 3542.743896
	Iteration 20F: 3 clusters Score -7135971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7135970.500000 Penalty: 3542.743896
	Iteration 21Q: 3 clusters Score -7135970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7135972.000000 Penalty: 3542.743896
	Iteration 22Q: 3 clusters Score -7135972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7135967.000000 Penalty: 3542.743896
	Iteration 23Q: 3 clusters Score -7135967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7135973.000000 Penalty: 3542.743896
	Iteration 24Q: 3 clusters Score -7135973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7135973.000000 Penalty: 3542.743896
	Iteration 25F: 3 clusters Score -7135973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Entering Unmasked Estep 
Score: -8260207.500000 Penalty: 1794.682617
	Iteration 0F: 2 clusters Score -8260208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -8219030.500000 Penalty: 3589.365234
	Iteration 0F: 3 clusters Score -8219030 nChanged 29546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -8235712.000000 Penalty: 3589.365234
	Iteration 1F: 3 clusters Score -8235712 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -8236216.500000 Penalty: 3589.365234
	Iteration 2Q: 3 clusters Score -8236216 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -8236836.500000 Penalty: 3589.365234
	Iteration 3Q: 3 clusters Score -8236836 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -8237583.000000 Penalty: 3589.365234
	Iteration 4Q: 3 clusters Score -8237583 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -8238543.500000 Penalty: 3589.365234
	Iteration 5Q: 3 clusters Score -8238544 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -8240029.500000 Penalty: 3589.365234
	Iteration 6Q: 3 clusters Score -8240030 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -8241974.500000 Penalty: 3589.365234
	Iteration 7F: 3 clusters Score -8241974 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -8244653.500000 Penalty: 3589.365234
	Iteration 8F: 3 clusters Score -8244654 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -8247839.500000 Penalty: 3589.365234
	Iteration 9F: 3 clusters Score -8247840 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -8251194.500000 Penalty: 3589.365234
	Iteration 10F: 3 clusters Score -8251194 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -8253748.500000 Penalty: 3589.365234
	Iteration 11F: 3 clusters Score -8253748 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8255713.500000 Penalty: 3589.365234
	Iteration 12Q: 3 clusters Score -8255714 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8257146.500000 Penalty: 3589.365234
	Iteration 13Q: 3 clusters Score -8257146 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8257977.500000 Penalty: 3589.365234
	Iteration 14Q: 3 clusters Score -8257978 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8258331.500000 Penalty: 3589.365234
	Iteration 15Q: 3 clusters Score -8258332 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8258566.000000 Penalty: 3589.365234
	Iteration 16Q: 3 clusters Score -8258566 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8258716.500000 Penalty: 3589.365234
	Iteration 17Q: 3 clusters Score -8258716 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8258761.500000 Penalty: 3589.365234
	Iteration 18Q: 3 clusters Score -8258762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8258797.500000 Penalty: 3589.365234
	Iteration 19Q: 3 clusters Score -8258798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8258821.500000 Penalty: 3589.365234
	Iteration 20F: 3 clusters Score -8258822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8258840.000000 Penalty: 3589.365234
	Iteration 21Q: 3 clusters Score -8258840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8258847.500000 Penalty: 3589.365234
	Iteration 22Q: 3 clusters Score -8258848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8258867.000000 Penalty: 3589.365234
	Iteration 23Q: 3 clusters Score -8258867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8258892.000000 Penalty: 3589.365234
	Iteration 24Q: 3 clusters Score -8258892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8258897.500000 Penalty: 3589.365234
	Iteration 25Q: 3 clusters Score -8258898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8258901.500000 Penalty: 3589.365234
	Iteration 26Q: 3 clusters Score -8258902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8258893.000000 Penalty: 3589.365234
	Iteration 27Q: 3 clusters Score -8258893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8258905.500000 Penalty: 3589.365234
	Iteration 28Q: 3 clusters Score -8258906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8258902.500000 Penalty: 3589.365234
	Iteration 29Q: 3 clusters Score -8258902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8258904.000000 Penalty: 3589.365234
	Iteration 30Q: 3 clusters Score -8258904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8258902.000000 Penalty: 3589.365234
	Iteration 31Q: 3 clusters Score -8258902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8258905.000000 Penalty: 3589.365234
	Iteration 32Q: 3 clusters Score -8258905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8258905.000000 Penalty: 3589.365234
	Iteration 33F: 3 clusters Score -8258905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -257635.328125 Penalty: 1231.199097
	Iteration 0F: 2 clusters Score -257635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -255574.109375 Penalty: 2462.398193
	Iteration 0F: 3 clusters Score -255574.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -256010.125000 Penalty: 2462.398193
	Iteration 1F: 3 clusters Score -256010.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -256102.812500 Penalty: 2462.398193
	Iteration 2F: 3 clusters Score -256102.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -256149.218750 Penalty: 2462.398193
	Iteration 3Q: 3 clusters Score -256149.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -256174.796875 Penalty: 2462.398193
	Iteration 4Q: 3 clusters Score -256174.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -256196.515625 Penalty: 2462.398193
	Iteration 5Q: 3 clusters Score -256196.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -256208.296875 Penalty: 2462.398193
	Iteration 6Q: 3 clusters Score -256208.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -256213.515625 Penalty: 2462.398193
	Iteration 7Q: 3 clusters Score -256213.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -256217.875000 Penalty: 2462.398193
	Iteration 8Q: 3 clusters Score -256217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -256220.890625 Penalty: 2462.398193
	Iteration 9Q: 3 clusters Score -256220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -256223.796875 Penalty: 2462.398193
	Iteration 10Q: 3 clusters Score -256223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -256226.390625 Penalty: 2462.398193
	Iteration 11Q: 3 clusters Score -256226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -256227.953125 Penalty: 2462.398193
	Iteration 12Q: 3 clusters Score -256228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -256229.281250 Penalty: 2462.398193
	Iteration 13Q: 3 clusters Score -256229.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -256229.984375 Penalty: 2462.398193
	Iteration 14Q: 3 clusters Score -256230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -256230.828125 Penalty: 2462.398193
	Iteration 15Q: 3 clusters Score -256230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -256230.828125 Penalty: 2462.398193
	Iteration 16F: 3 clusters Score -256230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -305558.187500 Penalty: 1259.264893
	Iteration 0F: 2 clusters Score -305558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -303244.718750 Penalty: 2518.529785
	Iteration 0F: 3 clusters Score -303244.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -303761.687500 Penalty: 2518.529785
	Iteration 1F: 3 clusters Score -303761.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -303869.031250 Penalty: 2518.529785
	Iteration 2F: 3 clusters Score -303869 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -303924.218750 Penalty: 2518.529785
	Iteration 3Q: 3 clusters Score -303924.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -303965.937500 Penalty: 2518.529785
	Iteration 4Q: 3 clusters Score -303965.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -303996.218750 Penalty: 2518.529785
	Iteration 5Q: 3 clusters Score -303996.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -304029.437500 Penalty: 2518.529785
	Iteration 6Q: 3 clusters Score -304029.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -304062.843750 Penalty: 2518.529785
	Iteration 7Q: 3 clusters Score -304062.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -304096.968750 Penalty: 2518.529785
	Iteration 8Q: 3 clusters Score -304097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -304126.718750 Penalty: 2518.529785
	Iteration 9Q: 3 clusters Score -304126.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -304163.875000 Penalty: 2518.529785
	Iteration 10Q: 3 clusters Score -304163.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -304197.500000 Penalty: 2518.529785
	Iteration 11Q: 3 clusters Score -304197.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -304230.437500 Penalty: 2518.529785
	Iteration 12Q: 3 clusters Score -304230.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -304253.843750 Penalty: 2518.529785
	Iteration 13Q: 3 clusters Score -304253.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -304274.062500 Penalty: 2518.529785
	Iteration 14Q: 3 clusters Score -304274.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -304294.531250 Penalty: 2518.529785
	Iteration 15Q: 3 clusters Score -304294.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -304318.125000 Penalty: 2518.529785
	Iteration 16Q: 3 clusters Score -304318.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -304345.000000 Penalty: 2518.529785
	Iteration 17Q: 3 clusters Score -304345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -304363.750000 Penalty: 2518.529785
	Iteration 18Q: 3 clusters Score -304363.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -304375.218750 Penalty: 2518.529785
	Iteration 19Q: 3 clusters Score -304375.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -304387.531250 Penalty: 2518.529785
	Iteration 20F: 3 clusters Score -304387.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -304401.031250 Penalty: 2518.529785
	Iteration 21Q: 3 clusters Score -304401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -304419.343750 Penalty: 2518.529785
	Iteration 22Q: 3 clusters Score -304419.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -304434.968750 Penalty: 2518.529785
	Iteration 23Q: 3 clusters Score -304435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -304445.437500 Penalty: 2518.529785
	Iteration 24Q: 3 clusters Score -304445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -304449.437500 Penalty: 2518.529785
	Iteration 25Q: 3 clusters Score -304449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -304452.718750 Penalty: 2518.529785
	Iteration 26Q: 3 clusters Score -304452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -304455.250000 Penalty: 2518.529785
	Iteration 27Q: 3 clusters Score -304455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -304456.125000 Penalty: 2518.529785
	Iteration 28Q: 3 clusters Score -304456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -304456.125000 Penalty: 2518.529785
	Iteration 29F: 3 clusters Score -304456.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -41022.679688 Penalty: 970.744080
	Iteration 0F: 2 clusters Score -41022.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40217.339844 Penalty: 1941.488159
	Iteration 0F: 3 clusters Score -40217.34 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40512.707031 Penalty: 1941.488159
	Iteration 1F: 3 clusters Score -40512.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40630.996094 Penalty: 1941.488159
	Iteration 2F: 3 clusters Score -40631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40657.632812 Penalty: 1941.488159
	Iteration 3Q: 3 clusters Score -40657.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40676.597656 Penalty: 1941.488159
	Iteration 4Q: 3 clusters Score -40676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40680.453125 Penalty: 1941.488159
	Iteration 5Q: 3 clusters Score -40680.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40680.453125 Penalty: 1941.488159
	Iteration 6F: 3 clusters Score -40680.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 74096 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 16603 members 
Mstep: Class 15 contains 60338 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 54217 members 
Mstep: Class 18 contains 62580 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942380.000000 Penalty: 42073.230469
Iteration 159F: 21 clusters Score -5.394238e+07 nChanged 0
Entering ConstructFrom: 
Score: -53942380.000000 Penalty: 42073.230469
Entering ConstructFrom: 
Trying to split cluster 1 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -115451.609375 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -115451.6 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 498 members 
Entering Unmasked Estep 
Score: -114062.453125 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -114062.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -114314.117188 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -114314.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114413.507812 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -114413.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114473.296875 Penalty: 2230.396240
	Iteration 3Q: 3 clusters Score -114473.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114512.953125 Penalty: 2230.396240
	Iteration 4Q: 3 clusters Score -114513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114542.390625 Penalty: 2230.396240
	Iteration 5Q: 3 clusters Score -114542.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114564.515625 Penalty: 2230.396240
	Iteration 6Q: 3 clusters Score -114564.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -114581.242188 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -114581.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -114597.601562 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -114597.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114624.406250 Penalty: 2230.396240
	Iteration 9Q: 3 clusters Score -114624.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114643.671875 Penalty: 2230.396240
	Iteration 10Q: 3 clusters Score -114643.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -114664.218750 Penalty: 2230.396240
	Iteration 11Q: 3 clusters Score -114664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114687.609375 Penalty: 2230.396240
	Iteration 12Q: 3 clusters Score -114687.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114703.156250 Penalty: 2230.396240
	Iteration 13Q: 3 clusters Score -114703.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114717.734375 Penalty: 2230.396240
	Iteration 14Q: 3 clusters Score -114717.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -114745.773438 Penalty: 2230.396240
	Iteration 15Q: 3 clusters Score -114745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -114772.023438 Penalty: 2230.396240
	Iteration 16Q: 3 clusters Score -114772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114785.742188 Penalty: 2230.396240
	Iteration 17Q: 3 clusters Score -114785.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114805.515625 Penalty: 2230.396240
	Iteration 18Q: 3 clusters Score -114805.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -114820.664062 Penalty: 2230.396240
	Iteration 19Q: 3 clusters Score -114820.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114836.382812 Penalty: 2230.396240
	Iteration 20F: 3 clusters Score -114836.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114846.101562 Penalty: 2230.396240
	Iteration 21Q: 3 clusters Score -114846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114851.101562 Penalty: 2230.396240
	Iteration 22Q: 3 clusters Score -114851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -114852.820312 Penalty: 2230.396240
	Iteration 23Q: 3 clusters Score -114852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -114854.804688 Penalty: 2230.396240
	Iteration 24Q: 3 clusters Score -114854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -114856.968750 Penalty: 2230.396240
	Iteration 25Q: 3 clusters Score -114857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114860.085938 Penalty: 2230.396240
	Iteration 26Q: 3 clusters Score -114860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114866.070312 Penalty: 2230.396240
	Iteration 27Q: 3 clusters Score -114866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -114875.234375 Penalty: 2230.396240
	Iteration 28Q: 3 clusters Score -114875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114885.101562 Penalty: 2230.396240
	Iteration 29Q: 3 clusters Score -114885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114890.320312 Penalty: 2230.396240
	Iteration 30Q: 3 clusters Score -114890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -114891.648438 Penalty: 2230.396240
	Iteration 31Q: 3 clusters Score -114891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114893.281250 Penalty: 2230.396240
	Iteration 32Q: 3 clusters Score -114893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114893.281250 Penalty: 2230.396240
	Iteration 33F: 3 clusters Score -114893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Entering Unmasked Estep 
Score: -2555191.750000 Penalty: 1603.358765
	Iteration 0F: 2 clusters Score -2555192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2542137.000000 Penalty: 3206.717529
	Iteration 0F: 3 clusters Score -2542137 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2546677.000000 Penalty: 3206.717529
	Iteration 1F: 3 clusters Score -2546677 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2547033.250000 Penalty: 3206.717529
	Iteration 2F: 3 clusters Score -2547033 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2547308.500000 Penalty: 3206.717529
	Iteration 3Q: 3 clusters Score -2547308 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2547578.250000 Penalty: 3206.717529
	Iteration 4Q: 3 clusters Score -2547578 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2547821.250000 Penalty: 3206.717529
	Iteration 5Q: 3 clusters Score -2547821 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2548062.500000 Penalty: 3206.717529
	Iteration 6Q: 3 clusters Score -2548062 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2548302.500000 Penalty: 3206.717529
	Iteration 7Q: 3 clusters Score -2548302 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2548510.000000 Penalty: 3206.717529
	Iteration 8Q: 3 clusters Score -2548510 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2548686.000000 Penalty: 3206.717529
	Iteration 9Q: 3 clusters Score -2548686 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2548868.500000 Penalty: 3206.717529
	Iteration 10Q: 3 clusters Score -2548868 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2549089.500000 Penalty: 3206.717529
	Iteration 11Q: 3 clusters Score -2549090 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2549325.000000 Penalty: 3206.717529
	Iteration 12Q: 3 clusters Score -2549325 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2549597.250000 Penalty: 3206.717529
	Iteration 13Q: 3 clusters Score -2549597 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2549883.000000 Penalty: 3206.717529
	Iteration 14Q: 3 clusters Score -2549883 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2550216.750000 Penalty: 3206.717529
	Iteration 15Q: 3 clusters Score -2550217 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2550674.250000 Penalty: 3206.717529
	Iteration 16Q: 3 clusters Score -2550674 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2551180.750000 Penalty: 3206.717529
	Iteration 17Q: 3 clusters Score -2551181 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2551740.750000 Penalty: 3206.717529
	Iteration 18Q: 3 clusters Score -2551741 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2552312.000000 Penalty: 3206.717529
	Iteration 19Q: 3 clusters Score -2552312 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2552770.750000 Penalty: 3206.717529
	Iteration 20F: 3 clusters Score -2552771 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2553150.000000 Penalty: 3206.717529
	Iteration 21Q: 3 clusters Score -2553150 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2553404.250000 Penalty: 3206.717529
	Iteration 22Q: 3 clusters Score -2553404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2553538.000000 Penalty: 3206.717529
	Iteration 23Q: 3 clusters Score -2553538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2553637.750000 Penalty: 3206.717529
	Iteration 24Q: 3 clusters Score -2553638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2553692.250000 Penalty: 3206.717529
	Iteration 25Q: 3 clusters Score -2553692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2553723.750000 Penalty: 3206.717529
	Iteration 26Q: 3 clusters Score -2553724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2553741.500000 Penalty: 3206.717529
	Iteration 27Q: 3 clusters Score -2553742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2553751.500000 Penalty: 3206.717529
	Iteration 28Q: 3 clusters Score -2553752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2553756.750000 Penalty: 3206.717529
	Iteration 29Q: 3 clusters Score -2553757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2553766.000000 Penalty: 3206.717529
	Iteration 30Q: 3 clusters Score -2553766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2553772.000000 Penalty: 3206.717529
	Iteration 31Q: 3 clusters Score -2553772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2553774.500000 Penalty: 3206.717529
	Iteration 32Q: 3 clusters Score -2553774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2553776.750000 Penalty: 3206.717529
	Iteration 33Q: 3 clusters Score -2553777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2553778.750000 Penalty: 3206.717529
	Iteration 34Q: 3 clusters Score -2553779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2553778.750000 Penalty: 3206.717529
	Iteration 35F: 3 clusters Score -2553779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -238047.703125 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -238047.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -235955.921875 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -235955.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -236386.921875 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -236386.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -236555.328125 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -236555.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -236722.312500 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -236722.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -236897.734375 Penalty: 2467.191162
	Iteration 4F: 3 clusters Score -236897.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -237083.796875 Penalty: 2467.191162
	Iteration 5F: 3 clusters Score -237083.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -237227.328125 Penalty: 2467.191162
	Iteration 6F: 3 clusters Score -237227.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -237367.421875 Penalty: 2467.191162
	Iteration 7F: 3 clusters Score -237367.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -237479.250000 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -237479.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -237547.937500 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -237547.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -237586.640625 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -237586.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -237596.421875 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -237596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -237601.625000 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -237601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -237607.031250 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -237607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -237610.250000 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -237610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -237610.921875 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -237610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -237610.921875 Penalty: 2467.191162
	Iteration 16F: 3 clusters Score -237610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Entering Unmasked Estep 
Score: -1563285.875000 Penalty: 1532.159302
	Iteration 0F: 2 clusters Score -1563286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1554497.500000 Penalty: 3064.318604
	Iteration 0F: 3 clusters Score -1554498 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1557424.500000 Penalty: 3064.318604
	Iteration 1F: 3 clusters Score -1557424 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1557652.000000 Penalty: 3064.318604
	Iteration 2F: 3 clusters Score -1557652 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1557847.125000 Penalty: 3064.318604
	Iteration 3Q: 3 clusters Score -1557847 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1557996.000000 Penalty: 3064.318604
	Iteration 4Q: 3 clusters Score -1557996 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1558124.750000 Penalty: 3064.318604
	Iteration 5Q: 3 clusters Score -1558125 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1558239.375000 Penalty: 3064.318604
	Iteration 6Q: 3 clusters Score -1558239 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1558325.125000 Penalty: 3064.318604
	Iteration 7Q: 3 clusters Score -1558325 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1558414.375000 Penalty: 3064.318604
	Iteration 8Q: 3 clusters Score -1558414 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1558537.625000 Penalty: 3064.318604
	Iteration 9Q: 3 clusters Score -1558538 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1558700.750000 Penalty: 3064.318604
	Iteration 10Q: 3 clusters Score -1558701 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1558925.250000 Penalty: 3064.318604
	Iteration 11Q: 3 clusters Score -1558925 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1559189.500000 Penalty: 3064.318604
	Iteration 12Q: 3 clusters Score -1559190 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1559506.750000 Penalty: 3064.318604
	Iteration 13Q: 3 clusters Score -1559507 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1559883.375000 Penalty: 3064.318604
	Iteration 14Q: 3 clusters Score -1559883 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1560308.625000 Penalty: 3064.318604
	Iteration 15Q: 3 clusters Score -1560309 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1560730.375000 Penalty: 3064.318604
	Iteration 16Q: 3 clusters Score -1560730 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1561093.750000 Penalty: 3064.318604
	Iteration 17Q: 3 clusters Score -1561094 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1561336.875000 Penalty: 3064.318604
	Iteration 18Q: 3 clusters Score -1561337 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1561519.875000 Penalty: 3064.318604
	Iteration 19Q: 3 clusters Score -1561520 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1561662.750000 Penalty: 3064.318604
	Iteration 20F: 3 clusters Score -1561663 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1561746.875000 Penalty: 3064.318604
	Iteration 21Q: 3 clusters Score -1561747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1561821.625000 Penalty: 3064.318604
	Iteration 22Q: 3 clusters Score -1561822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1561875.375000 Penalty: 3064.318604
	Iteration 23Q: 3 clusters Score -1561875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1561909.250000 Penalty: 3064.318604
	Iteration 24Q: 3 clusters Score -1561909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1561931.000000 Penalty: 3064.318604
	Iteration 25Q: 3 clusters Score -1561931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1561942.000000 Penalty: 3064.318604
	Iteration 26Q: 3 clusters Score -1561942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1561948.875000 Penalty: 3064.318604
	Iteration 27Q: 3 clusters Score -1561949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1561954.375000 Penalty: 3064.318604
	Iteration 28Q: 3 clusters Score -1561954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1561958.625000 Penalty: 3064.318604
	Iteration 29Q: 3 clusters Score -1561959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1561963.375000 Penalty: 3064.318604
	Iteration 30Q: 3 clusters Score -1561963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1561967.125000 Penalty: 3064.318604
	Iteration 31Q: 3 clusters Score -1561967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1561972.625000 Penalty: 3064.318604
	Iteration 32Q: 3 clusters Score -1561973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1561976.750000 Penalty: 3064.318604
	Iteration 33Q: 3 clusters Score -1561977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1561983.750000 Penalty: 3064.318604
	Iteration 34Q: 3 clusters Score -1561984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1561987.875000 Penalty: 3064.318604
	Iteration 35Q: 3 clusters Score -1561988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1561992.250000 Penalty: 3064.318604
	Iteration 36Q: 3 clusters Score -1561992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1561995.750000 Penalty: 3064.318604
	Iteration 37Q: 3 clusters Score -1561996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1561996.625000 Penalty: 3064.318604
	Iteration 38Q: 3 clusters Score -1561997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1561999.500000 Penalty: 3064.318604
	Iteration 39Q: 3 clusters Score -1562000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1561999.500000 Penalty: 3064.318604
	Iteration 40F: 3 clusters Score -1562000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -870807.375000 Penalty: 1436.523682
	Iteration 0F: 2 clusters Score -870807.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -865693.312500 Penalty: 2873.047363
	Iteration 0F: 3 clusters Score -865693.3 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -867063.500000 Penalty: 2873.047363
	Iteration 1F: 3 clusters Score -867063.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -867258.625000 Penalty: 2873.047363
	Iteration 2F: 3 clusters Score -867258.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -867410.250000 Penalty: 2873.047363
	Iteration 3Q: 3 clusters Score -867410.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -867540.875000 Penalty: 2873.047363
	Iteration 4Q: 3 clusters Score -867540.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -867659.062500 Penalty: 2873.047363
	Iteration 5Q: 3 clusters Score -867659.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -867779.687500 Penalty: 2873.047363
	Iteration 6Q: 3 clusters Score -867779.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -867912.750000 Penalty: 2873.047363
	Iteration 7Q: 3 clusters Score -867912.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -868040.250000 Penalty: 2873.047363
	Iteration 8Q: 3 clusters Score -868040.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -868166.062500 Penalty: 2873.047363
	Iteration 9Q: 3 clusters Score -868166.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -868350.625000 Penalty: 2873.047363
	Iteration 10Q: 3 clusters Score -868350.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -868554.187500 Penalty: 2873.047363
	Iteration 11Q: 3 clusters Score -868554.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -868758.750000 Penalty: 2873.047363
	Iteration 12Q: 3 clusters Score -868758.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -868935.750000 Penalty: 2873.047363
	Iteration 13Q: 3 clusters Score -868935.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -869096.625000 Penalty: 2873.047363
	Iteration 14Q: 3 clusters Score -869096.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -869227.312500 Penalty: 2873.047363
	Iteration 15Q: 3 clusters Score -869227.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -869325.375000 Penalty: 2873.047363
	Iteration 16Q: 3 clusters Score -869325.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -869405.500000 Penalty: 2873.047363
	Iteration 17Q: 3 clusters Score -869405.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -869462.125000 Penalty: 2873.047363
	Iteration 18Q: 3 clusters Score -869462.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -869496.250000 Penalty: 2873.047363
	Iteration 19Q: 3 clusters Score -869496.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -869518.312500 Penalty: 2873.047363
	Iteration 20F: 3 clusters Score -869518.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -869537.187500 Penalty: 2873.047363
	Iteration 21Q: 3 clusters Score -869537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -869549.312500 Penalty: 2873.047363
	Iteration 22Q: 3 clusters Score -869549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -869555.937500 Penalty: 2873.047363
	Iteration 23Q: 3 clusters Score -869555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -869560.250000 Penalty: 2873.047363
	Iteration 24Q: 3 clusters Score -869560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -869564.812500 Penalty: 2873.047363
	Iteration 25Q: 3 clusters Score -869564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -869570.812500 Penalty: 2873.047363
	Iteration 26Q: 3 clusters Score -869570.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -869573.062500 Penalty: 2873.047363
	Iteration 27Q: 3 clusters Score -869573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -869579.750000 Penalty: 2873.047363
	Iteration 28Q: 3 clusters Score -869579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -869583.187500 Penalty: 2873.047363
	Iteration 29Q: 3 clusters Score -869583.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -869589.937500 Penalty: 2873.047363
	Iteration 30Q: 3 clusters Score -869589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -869589.937500 Penalty: 2873.047363
	Iteration 31F: 3 clusters Score -869589.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -269441.781250 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -269441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -267249.218750 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -267249.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -267933.406250 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -267933.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -268317.562500 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -268317.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -268611.062500 Penalty: 2515.716064
	Iteration 3F: 3 clusters Score -268611.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -268924.625000 Penalty: 2515.716064
	Iteration 4F: 3 clusters Score -268924.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -269119.343750 Penalty: 2515.716064
	Iteration 5F: 3 clusters Score -269119.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -269209.687500 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -269209.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -269249.937500 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -269249.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -269266.531250 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -269266.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -269279.875000 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -269279.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -269287.812500 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -269287.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -269294.875000 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -269294.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -269299.031250 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -269299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -269300.281250 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -269300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -269301.000000 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -269301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -269301.343750 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -269301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -269301.343750 Penalty: 2515.716064
	Iteration 16F: 3 clusters Score -269301.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Entering Unmasked Estep 
Score: -4637312.500000 Penalty: 1701.507690
	Iteration 0F: 2 clusters Score -4637312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4613660.500000 Penalty: 3403.015381
	Iteration 0F: 3 clusters Score -4613660 nChanged 16354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4622657.000000 Penalty: 3403.015381
	Iteration 1F: 3 clusters Score -4622657 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4623022.000000 Penalty: 3403.015381
	Iteration 2Q: 3 clusters Score -4623022 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4623398.500000 Penalty: 3403.015381
	Iteration 3Q: 3 clusters Score -4623398 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4623790.000000 Penalty: 3403.015381
	Iteration 4Q: 3 clusters Score -4623790 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4624215.000000 Penalty: 3403.015381
	Iteration 5Q: 3 clusters Score -4624215 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4624745.500000 Penalty: 3403.015381
	Iteration 6Q: 3 clusters Score -4624746 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4625347.000000 Penalty: 3403.015381
	Iteration 7Q: 3 clusters Score -4625347 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -4626159.500000 Penalty: 3403.015381
	Iteration 8Q: 3 clusters Score -4626160 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -4627155.500000 Penalty: 3403.015381
	Iteration 9F: 3 clusters Score -4627156 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4628220.000000 Penalty: 3403.015381
	Iteration 10F: 3 clusters Score -4628220 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -4629334.000000 Penalty: 3403.015381
	Iteration 11F: 3 clusters Score -4629334 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -4630588.500000 Penalty: 3403.015381
	Iteration 12F: 3 clusters Score -4630588 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -4631832.000000 Penalty: 3403.015381
	Iteration 13Q: 3 clusters Score -4631832 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4632932.000000 Penalty: 3403.015381
	Iteration 14Q: 3 clusters Score -4632932 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4633854.500000 Penalty: 3403.015381
	Iteration 15Q: 3 clusters Score -4633854 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4634556.500000 Penalty: 3403.015381
	Iteration 16Q: 3 clusters Score -4634556 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4635016.000000 Penalty: 3403.015381
	Iteration 17Q: 3 clusters Score -4635016 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4635319.000000 Penalty: 3403.015381
	Iteration 18Q: 3 clusters Score -4635319 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4635496.000000 Penalty: 3403.015381
	Iteration 19Q: 3 clusters Score -4635496 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4635635.500000 Penalty: 3403.015381
	Iteration 20F: 3 clusters Score -4635636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4635733.500000 Penalty: 3403.015381
	Iteration 21Q: 3 clusters Score -4635734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4635771.000000 Penalty: 3403.015381
	Iteration 22Q: 3 clusters Score -4635771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4635787.500000 Penalty: 3403.015381
	Iteration 23Q: 3 clusters Score -4635788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4635803.500000 Penalty: 3403.015381
	Iteration 24Q: 3 clusters Score -4635804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4635814.500000 Penalty: 3403.015381
	Iteration 25Q: 3 clusters Score -4635814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4635834.500000 Penalty: 3403.015381
	Iteration 26Q: 3 clusters Score -4635834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4635842.000000 Penalty: 3403.015381
	Iteration 27Q: 3 clusters Score -4635842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4635848.000000 Penalty: 3403.015381
	Iteration 28Q: 3 clusters Score -4635848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4635853.500000 Penalty: 3403.015381
	Iteration 29Q: 3 clusters Score -4635854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4635858.500000 Penalty: 3403.015381
	Iteration 30Q: 3 clusters Score -4635858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4635856.500000 Penalty: 3403.015381
	Iteration 31Q: 3 clusters Score -4635856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4635865.000000 Penalty: 3403.015381
	Iteration 32Q: 3 clusters Score -4635865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4635867.500000 Penalty: 3403.015381
	Iteration 33Q: 3 clusters Score -4635868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4635868.500000 Penalty: 3403.015381
	Iteration 34Q: 3 clusters Score -4635868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4635873.000000 Penalty: 3403.015381
	Iteration 35Q: 3 clusters Score -4635873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4635876.500000 Penalty: 3403.015381
	Iteration 36Q: 3 clusters Score -4635876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4635878.000000 Penalty: 3403.015381
	Iteration 37Q: 3 clusters Score -4635878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4635877.000000 Penalty: 3403.015381
	Iteration 38Q: 3 clusters Score -4635877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4635889.500000 Penalty: 3403.015381
	Iteration 39Q: 3 clusters Score -4635890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4635888.000000 Penalty: 3403.015381
	Iteration 40F: 3 clusters Score -4635888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4635889.500000 Penalty: 3403.015381
	Iteration 41Q: 3 clusters Score -4635890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4635886.500000 Penalty: 3403.015381
	Iteration 42Q: 3 clusters Score -4635886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4635889.000000 Penalty: 3403.015381
	Iteration 43Q: 3 clusters Score -4635889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4635898.000000 Penalty: 3403.015381
	Iteration 44Q: 3 clusters Score -4635898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4635899.500000 Penalty: 3403.015381
	Iteration 45Q: 3 clusters Score -4635900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4635900.500000 Penalty: 3403.015381
	Iteration 46Q: 3 clusters Score -4635900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4635903.000000 Penalty: 3403.015381
	Iteration 47Q: 3 clusters Score -4635903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4635906.000000 Penalty: 3403.015381
	Iteration 48Q: 3 clusters Score -4635906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4635907.500000 Penalty: 3403.015381
	Iteration 49Q: 3 clusters Score -4635908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4635910.000000 Penalty: 3403.015381
	Iteration 50Q: 3 clusters Score -4635910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4635913.000000 Penalty: 3403.015381
	Iteration 51Q: 3 clusters Score -4635913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4635913.000000 Penalty: 3403.015381
	Iteration 52Q: 3 clusters Score -4635913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4635924.500000 Penalty: 3403.015381
	Iteration 53Q: 3 clusters Score -4635924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4635922.500000 Penalty: 3403.015381
	Iteration 54Q: 3 clusters Score -4635922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4635922.000000 Penalty: 3403.015381
	Iteration 55Q: 3 clusters Score -4635922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4635927.500000 Penalty: 3403.015381
	Iteration 56Q: 3 clusters Score -4635928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4635935.000000 Penalty: 3403.015381
	Iteration 57Q: 3 clusters Score -4635935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4635934.000000 Penalty: 3403.015381
	Iteration 58Q: 3 clusters Score -4635934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4635939.500000 Penalty: 3403.015381
	Iteration 59Q: 3 clusters Score -4635940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4635940.500000 Penalty: 3403.015381
	Iteration 60F: 3 clusters Score -4635940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4635947.000000 Penalty: 3403.015381
	Iteration 61Q: 3 clusters Score -4635947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4635944.500000 Penalty: 3403.015381
	Iteration 62Q: 3 clusters Score -4635944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4635944.500000 Penalty: 3403.015381
	Iteration 63F: 3 clusters Score -4635944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -28209.343750 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -28209.34 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 156 members 
Entering Unmasked Estep 
Score: -27452.919922 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -27452.92 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27636.212891 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -27636.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27704.785156 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -27704.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27729.345703 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -27729.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27738.552734 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -27738.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27743.837891 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -27743.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27748.882812 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -27748.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27753.626953 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -27753.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27759.736328 Penalty: 1849.366821
	Iteration 8Q: 3 clusters Score -27759.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27759.736328 Penalty: 1849.366821
	Iteration 9F: 3 clusters Score -27759.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Entering Unmasked Estep 
Score: -3731726.250000 Penalty: 1665.949097
	Iteration 0F: 2 clusters Score -3731726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3712687.750000 Penalty: 3331.898193
	Iteration 0F: 3 clusters Score -3712688 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3719664.750000 Penalty: 3331.898193
	Iteration 1F: 3 clusters Score -3719665 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3720012.500000 Penalty: 3331.898193
	Iteration 2Q: 3 clusters Score -3720012 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3720328.000000 Penalty: 3331.898193
	Iteration 3Q: 3 clusters Score -3720328 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3720560.750000 Penalty: 3331.898193
	Iteration 4Q: 3 clusters Score -3720561 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3720795.750000 Penalty: 3331.898193
	Iteration 5Q: 3 clusters Score -3720796 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3721027.750000 Penalty: 3331.898193
	Iteration 6Q: 3 clusters Score -3721028 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3721264.250000 Penalty: 3331.898193
	Iteration 7Q: 3 clusters Score -3721264 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3721571.500000 Penalty: 3331.898193
	Iteration 8Q: 3 clusters Score -3721572 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3721934.000000 Penalty: 3331.898193
	Iteration 9Q: 3 clusters Score -3721934 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3722450.250000 Penalty: 3331.898193
	Iteration 10Q: 3 clusters Score -3722450 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3723184.750000 Penalty: 3331.898193
	Iteration 11Q: 3 clusters Score -3723185 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3724107.750000 Penalty: 3331.898193
	Iteration 12Q: 3 clusters Score -3724108 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3724949.500000 Penalty: 3331.898193
	Iteration 13Q: 3 clusters Score -3724950 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3725422.750000 Penalty: 3331.898193
	Iteration 14Q: 3 clusters Score -3725423 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3725601.250000 Penalty: 3331.898193
	Iteration 15Q: 3 clusters Score -3725601 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3725649.000000 Penalty: 3331.898193
	Iteration 16Q: 3 clusters Score -3725649 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3725676.000000 Penalty: 3331.898193
	Iteration 17Q: 3 clusters Score -3725676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3725705.500000 Penalty: 3331.898193
	Iteration 18Q: 3 clusters Score -3725706 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3725722.750000 Penalty: 3331.898193
	Iteration 19Q: 3 clusters Score -3725723 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3725735.000000 Penalty: 3331.898193
	Iteration 20F: 3 clusters Score -3725735 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3725760.000000 Penalty: 3331.898193
	Iteration 21Q: 3 clusters Score -3725760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3725770.250000 Penalty: 3331.898193
	Iteration 22Q: 3 clusters Score -3725770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3725777.750000 Penalty: 3331.898193
	Iteration 23Q: 3 clusters Score -3725778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3725792.500000 Penalty: 3331.898193
	Iteration 24Q: 3 clusters Score -3725792 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3725809.750000 Penalty: 3331.898193
	Iteration 25Q: 3 clusters Score -3725810 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3725829.750000 Penalty: 3331.898193
	Iteration 26Q: 3 clusters Score -3725830 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3725855.250000 Penalty: 3331.898193
	Iteration 27Q: 3 clusters Score -3725855 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3725867.750000 Penalty: 3331.898193
	Iteration 28Q: 3 clusters Score -3725868 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3725884.750000 Penalty: 3331.898193
	Iteration 29Q: 3 clusters Score -3725885 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3725915.250000 Penalty: 3331.898193
	Iteration 30Q: 3 clusters Score -3725915 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3725940.000000 Penalty: 3331.898193
	Iteration 31Q: 3 clusters Score -3725940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3725962.250000 Penalty: 3331.898193
	Iteration 32Q: 3 clusters Score -3725962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3725977.000000 Penalty: 3331.898193
	Iteration 33Q: 3 clusters Score -3725977 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -3726002.500000 Penalty: 3331.898193
	Iteration 34Q: 3 clusters Score -3726002 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3726038.000000 Penalty: 3331.898193
	Iteration 35Q: 3 clusters Score -3726038 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3726049.250000 Penalty: 3331.898193
	Iteration 36Q: 3 clusters Score -3726049 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3726061.000000 Penalty: 3331.898193
	Iteration 37Q: 3 clusters Score -3726061 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3726083.250000 Penalty: 3331.898193
	Iteration 38Q: 3 clusters Score -3726083 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3726089.500000 Penalty: 3331.898193
	Iteration 39Q: 3 clusters Score -3726090 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3726120.500000 Penalty: 3331.898193
	Iteration 40F: 3 clusters Score -3726120 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3726149.500000 Penalty: 3331.898193
	Iteration 41Q: 3 clusters Score -3726150 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3726166.250000 Penalty: 3331.898193
	Iteration 42Q: 3 clusters Score -3726166 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3726206.250000 Penalty: 3331.898193
	Iteration 43Q: 3 clusters Score -3726206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3726234.750000 Penalty: 3331.898193
	Iteration 44Q: 3 clusters Score -3726235 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3726264.250000 Penalty: 3331.898193
	Iteration 45Q: 3 clusters Score -3726264 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3726292.250000 Penalty: 3331.898193
	Iteration 46Q: 3 clusters Score -3726292 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3726328.750000 Penalty: 3331.898193
	Iteration 47Q: 3 clusters Score -3726329 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3726382.500000 Penalty: 3331.898193
	Iteration 48Q: 3 clusters Score -3726382 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3726417.250000 Penalty: 3331.898193
	Iteration 49Q: 3 clusters Score -3726417 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3726482.000000 Penalty: 3331.898193
	Iteration 50Q: 3 clusters Score -3726482 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3726570.500000 Penalty: 3331.898193
	Iteration 51Q: 3 clusters Score -3726570 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3726648.000000 Penalty: 3331.898193
	Iteration 52Q: 3 clusters Score -3726648 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3726744.000000 Penalty: 3331.898193
	Iteration 53Q: 3 clusters Score -3726744 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3726839.750000 Penalty: 3331.898193
	Iteration 54Q: 3 clusters Score -3726840 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3726941.500000 Penalty: 3331.898193
	Iteration 55Q: 3 clusters Score -3726942 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3727046.000000 Penalty: 3331.898193
	Iteration 56Q: 3 clusters Score -3727046 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3727160.500000 Penalty: 3331.898193
	Iteration 57Q: 3 clusters Score -3727160 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3727312.000000 Penalty: 3331.898193
	Iteration 58Q: 3 clusters Score -3727312 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3727448.750000 Penalty: 3331.898193
	Iteration 59Q: 3 clusters Score -3727449 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3727627.750000 Penalty: 3331.898193
	Iteration 60F: 3 clusters Score -3727628 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3727845.500000 Penalty: 3331.898193
	Iteration 61Q: 3 clusters Score -3727846 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3728101.250000 Penalty: 3331.898193
	Iteration 62Q: 3 clusters Score -3728101 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3728343.000000 Penalty: 3331.898193
	Iteration 63Q: 3 clusters Score -3728343 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3728568.750000 Penalty: 3331.898193
	Iteration 64Q: 3 clusters Score -3728569 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3728764.750000 Penalty: 3331.898193
	Iteration 65Q: 3 clusters Score -3728765 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3728988.750000 Penalty: 3331.898193
	Iteration 66Q: 3 clusters Score -3728989 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3729203.000000 Penalty: 3331.898193
	Iteration 67Q: 3 clusters Score -3729203 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3729428.250000 Penalty: 3331.898193
	Iteration 68Q: 3 clusters Score -3729428 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3729593.500000 Penalty: 3331.898193
	Iteration 69Q: 3 clusters Score -3729594 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3729759.500000 Penalty: 3331.898193
	Iteration 70Q: 3 clusters Score -3729760 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3729883.250000 Penalty: 3331.898193
	Iteration 71Q: 3 clusters Score -3729883 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3729959.000000 Penalty: 3331.898193
	Iteration 72Q: 3 clusters Score -3729959 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3730028.250000 Penalty: 3331.898193
	Iteration 73Q: 3 clusters Score -3730028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3730083.250000 Penalty: 3331.898193
	Iteration 74Q: 3 clusters Score -3730083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3730117.250000 Penalty: 3331.898193
	Iteration 75Q: 3 clusters Score -3730117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3730148.000000 Penalty: 3331.898193
	Iteration 76Q: 3 clusters Score -3730148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3730175.000000 Penalty: 3331.898193
	Iteration 77Q: 3 clusters Score -3730175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3730194.500000 Penalty: 3331.898193
	Iteration 78Q: 3 clusters Score -3730194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3730202.750000 Penalty: 3331.898193
	Iteration 79Q: 3 clusters Score -3730203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3730210.500000 Penalty: 3331.898193
	Iteration 80F: 3 clusters Score -3730210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3730210.750000 Penalty: 3331.898193
	Iteration 81Q: 3 clusters Score -3730211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3730214.000000 Penalty: 3331.898193
	Iteration 82Q: 3 clusters Score -3730214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3730223.750000 Penalty: 3331.898193
	Iteration 83Q: 3 clusters Score -3730224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3730231.250000 Penalty: 3331.898193
	Iteration 84Q: 3 clusters Score -3730231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3730236.500000 Penalty: 3331.898193
	Iteration 85Q: 3 clusters Score -3730236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3730244.250000 Penalty: 3331.898193
	Iteration 86Q: 3 clusters Score -3730244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3730255.250000 Penalty: 3331.898193
	Iteration 87Q: 3 clusters Score -3730255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3730257.500000 Penalty: 3331.898193
	Iteration 88Q: 3 clusters Score -3730258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3730261.500000 Penalty: 3331.898193
	Iteration 89Q: 3 clusters Score -3730262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3730260.500000 Penalty: 3331.898193
	Iteration 90Q: 3 clusters Score -3730260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3730260.500000 Penalty: 3331.898193
	Iteration 91F: 3 clusters Score -3730260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Entering Unmasked Estep 
Score: -9810203.000000 Penalty: 1822.131470
	Iteration 0F: 2 clusters Score -9810203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -9762896.000000 Penalty: 3644.262939
	Iteration 0F: 3 clusters Score -9762896 nChanged 35126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -9783151.000000 Penalty: 3644.262939
	Iteration 1F: 3 clusters Score -9783151 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -9783832.000000 Penalty: 3644.262939
	Iteration 2Q: 3 clusters Score -9783832 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -9784608.000000 Penalty: 3644.262939
	Iteration 3Q: 3 clusters Score -9784608 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -9785557.000000 Penalty: 3644.262939
	Iteration 4Q: 3 clusters Score -9785557 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -9786791.000000 Penalty: 3644.262939
	Iteration 5Q: 3 clusters Score -9786791 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -9788665.000000 Penalty: 3644.262939
	Iteration 6Q: 3 clusters Score -9788665 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -9791239.000000 Penalty: 3644.262939
	Iteration 7F: 3 clusters Score -9791239 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -9794700.000000 Penalty: 3644.262939
	Iteration 8F: 3 clusters Score -9794700 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -9798248.000000 Penalty: 3644.262939
	Iteration 9F: 3 clusters Score -9798248 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -9801046.000000 Penalty: 3644.262939
	Iteration 10F: 3 clusters Score -9801046 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -9802422.000000 Penalty: 3644.262939
	Iteration 11Q: 3 clusters Score -9802422 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -9803154.000000 Penalty: 3644.262939
	Iteration 12Q: 3 clusters Score -9803154 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -9803719.000000 Penalty: 3644.262939
	Iteration 13Q: 3 clusters Score -9803719 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -9804199.000000 Penalty: 3644.262939
	Iteration 14Q: 3 clusters Score -9804199 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -9804597.000000 Penalty: 3644.262939
	Iteration 15Q: 3 clusters Score -9804597 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -9804909.000000 Penalty: 3644.262939
	Iteration 16Q: 3 clusters Score -9804909 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -9805165.000000 Penalty: 3644.262939
	Iteration 17Q: 3 clusters Score -9805165 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -9805360.000000 Penalty: 3644.262939
	Iteration 18Q: 3 clusters Score -9805360 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -9805509.000000 Penalty: 3644.262939
	Iteration 19Q: 3 clusters Score -9805509 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -9805559.000000 Penalty: 3644.262939
	Iteration 20F: 3 clusters Score -9805559 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -9805640.000000 Penalty: 3644.262939
	Iteration 21Q: 3 clusters Score -9805640 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -9805664.000000 Penalty: 3644.262939
	Iteration 22Q: 3 clusters Score -9805664 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -9805680.000000 Penalty: 3644.262939
	Iteration 23Q: 3 clusters Score -9805680 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -9805695.000000 Penalty: 3644.262939
	Iteration 24Q: 3 clusters Score -9805695 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -9805702.000000 Penalty: 3644.262939
	Iteration 25Q: 3 clusters Score -9805702 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -9805667.000000 Penalty: 3644.262939
	Iteration 26Q: 3 clusters Score -9805667 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -9805689.000000 Penalty: 3644.262939
	Iteration 27Q: 3 clusters Score -9805689 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -9805692.000000 Penalty: 3644.262939
	Iteration 28Q: 3 clusters Score -9805692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -9805693.000000 Penalty: 3644.262939
	Iteration 29Q: 3 clusters Score -9805693 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -9805698.000000 Penalty: 3644.262939
	Iteration 30Q: 3 clusters Score -9805698 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -9805710.000000 Penalty: 3644.262939
	Iteration 31Q: 3 clusters Score -9805710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -9805707.000000 Penalty: 3644.262939
	Iteration 32Q: 3 clusters Score -9805707 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -9805706.000000 Penalty: 3644.262939
	Iteration 33Q: 3 clusters Score -9805706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -9805718.000000 Penalty: 3644.262939
	Iteration 34Q: 3 clusters Score -9805718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -9805706.000000 Penalty: 3644.262939
	Iteration 35Q: 3 clusters Score -9805706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -9805691.000000 Penalty: 3644.262939
	Iteration 36Q: 3 clusters Score -9805691 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -9805699.000000 Penalty: 3644.262939
	Iteration 37Q: 3 clusters Score -9805699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -9805701.000000 Penalty: 3644.262939
	Iteration 38Q: 3 clusters Score -9805701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -9805711.000000 Penalty: 3644.262939
	Iteration 39Q: 3 clusters Score -9805711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -9805705.000000 Penalty: 3644.262939
	Iteration 40F: 3 clusters Score -9805705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -9805692.000000 Penalty: 3644.262939
	Iteration 41Q: 3 clusters Score -9805692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -9805699.000000 Penalty: 3644.262939
	Iteration 42Q: 3 clusters Score -9805699 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -9805680.000000 Penalty: 3644.262939
	Iteration 43Q: 3 clusters Score -9805680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -9805706.000000 Penalty: 3644.262939
	Iteration 44Q: 3 clusters Score -9805706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -9805706.000000 Penalty: 3644.262939
	Iteration 45Q: 3 clusters Score -9805706 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -9805694.000000 Penalty: 3644.262939
	Iteration 46Q: 3 clusters Score -9805694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -9805704.000000 Penalty: 3644.262939
	Iteration 47Q: 3 clusters Score -9805704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -9805697.000000 Penalty: 3644.262939
	Iteration 48Q: 3 clusters Score -9805697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -9805703.000000 Penalty: 3644.262939
	Iteration 49Q: 3 clusters Score -9805703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -9805695.000000 Penalty: 3644.262939
	Iteration 50Q: 3 clusters Score -9805695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -9805704.000000 Penalty: 3644.262939
	Iteration 51Q: 3 clusters Score -9805704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -9805704.000000 Penalty: 3644.262939
	Iteration 52Q: 3 clusters Score -9805704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -9805714.000000 Penalty: 3644.262939
	Iteration 53Q: 3 clusters Score -9805714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -9805705.000000 Penalty: 3644.262939
	Iteration 54Q: 3 clusters Score -9805705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -9805720.000000 Penalty: 3644.262939
	Iteration 55Q: 3 clusters Score -9805720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -9805714.000000 Penalty: 3644.262939
	Iteration 56Q: 3 clusters Score -9805714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -9805714.000000 Penalty: 3644.262939
	Iteration 57Q: 3 clusters Score -9805714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -9805733.000000 Penalty: 3644.262939
	Iteration 58Q: 3 clusters Score -9805733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -9805730.000000 Penalty: 3644.262939
	Iteration 59Q: 3 clusters Score -9805730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -9805741.000000 Penalty: 3644.262939
	Iteration 60F: 3 clusters Score -9805741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -9805740.000000 Penalty: 3644.262939
	Iteration 61Q: 3 clusters Score -9805740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -9805743.000000 Penalty: 3644.262939
	Iteration 62Q: 3 clusters Score -9805743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -9805752.000000 Penalty: 3644.262939
	Iteration 63Q: 3 clusters Score -9805752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -9805768.000000 Penalty: 3644.262939
	Iteration 64Q: 3 clusters Score -9805768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -9805763.000000 Penalty: 3644.262939
	Iteration 65Q: 3 clusters Score -9805763 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -9805776.000000 Penalty: 3644.262939
	Iteration 66Q: 3 clusters Score -9805776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -9805788.000000 Penalty: 3644.262939
	Iteration 67Q: 3 clusters Score -9805788 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -9805786.000000 Penalty: 3644.262939
	Iteration 68Q: 3 clusters Score -9805786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -9805773.000000 Penalty: 3644.262939
	Iteration 69Q: 3 clusters Score -9805773 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -9805772.000000 Penalty: 3644.262939
	Iteration 70Q: 3 clusters Score -9805772 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -9805771.000000 Penalty: 3644.262939
	Iteration 71Q: 3 clusters Score -9805771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -9805744.000000 Penalty: 3644.262939
	Iteration 72Q: 3 clusters Score -9805744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -9805749.000000 Penalty: 3644.262939
	Iteration 73Q: 3 clusters Score -9805749 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -9805742.000000 Penalty: 3644.262939
	Iteration 74Q: 3 clusters Score -9805742 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -9805747.000000 Penalty: 3644.262939
	Iteration 75Q: 3 clusters Score -9805747 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -9805745.000000 Penalty: 3644.262939
	Iteration 76Q: 3 clusters Score -9805745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -9805759.000000 Penalty: 3644.262939
	Iteration 77Q: 3 clusters Score -9805759 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -9805744.000000 Penalty: 3644.262939
	Iteration 78Q: 3 clusters Score -9805744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -9805747.000000 Penalty: 3644.262939
	Iteration 79Q: 3 clusters Score -9805747 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -9805752.000000 Penalty: 3644.262939
	Iteration 80F: 3 clusters Score -9805752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -9805738.000000 Penalty: 3644.262939
	Iteration 81Q: 3 clusters Score -9805738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -9805757.000000 Penalty: 3644.262939
	Iteration 82Q: 3 clusters Score -9805757 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -9805773.000000 Penalty: 3644.262939
	Iteration 83Q: 3 clusters Score -9805773 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -9805752.000000 Penalty: 3644.262939
	Iteration 84Q: 3 clusters Score -9805752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -9805775.000000 Penalty: 3644.262939
	Iteration 85Q: 3 clusters Score -9805775 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -9805778.000000 Penalty: 3644.262939
	Iteration 86Q: 3 clusters Score -9805778 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -9805795.000000 Penalty: 3644.262939
	Iteration 87Q: 3 clusters Score -9805795 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -9805786.000000 Penalty: 3644.262939
	Iteration 88Q: 3 clusters Score -9805786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -9805779.000000 Penalty: 3644.262939
	Iteration 89Q: 3 clusters Score -9805779 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -9805796.000000 Penalty: 3644.262939
	Iteration 90Q: 3 clusters Score -9805796 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -9805800.000000 Penalty: 3644.262939
	Iteration 91Q: 3 clusters Score -9805800 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -9805828.000000 Penalty: 3644.262939
	Iteration 92Q: 3 clusters Score -9805828 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9805816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9805825 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -9805857.000000 Penalty: 3644.262939
	Iteration 95Q: 3 clusters Score -9805857 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9805874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9805887 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9805888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -9805872.000000 Penalty: 3644.262939
	Iteration 99Q: 3 clusters Score -9805872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -9805867.000000 Penalty: 3644.262939
	Iteration 100F: 3 clusters Score -9805867 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -9805879.000000 Penalty: 3644.262939
	Iteration 101Q: 3 clusters Score -9805879 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -9805868.000000 Penalty: 3644.262939
	Iteration 102Q: 3 clusters Score -9805868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -9805880.000000 Penalty: 3644.262939
	Iteration 103Q: 3 clusters Score -9805880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -9805896.000000 Penalty: 3644.262939
	Iteration 104Q: 3 clusters Score -9805896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -9805881.000000 Penalty: 3644.262939
	Iteration 105Q: 3 clusters Score -9805881 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9805863.000000 Penalty: 3644.262939
	Iteration 106Q: 3 clusters Score -9805863 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -9805856.000000 Penalty: 3644.262939
	Iteration 107Q: 3 clusters Score -9805856 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -9805891.000000 Penalty: 3644.262939
	Iteration 108Q: 3 clusters Score -9805891 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -9805896.000000 Penalty: 3644.262939
	Iteration 109Q: 3 clusters Score -9805896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -9805905.000000 Penalty: 3644.262939
	Iteration 110Q: 3 clusters Score -9805905 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -9805918.000000 Penalty: 3644.262939
	Iteration 111Q: 3 clusters Score -9805918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -9805919.000000 Penalty: 3644.262939
	Iteration 112Q: 3 clusters Score -9805919 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -9805937.000000 Penalty: 3644.262939
	Iteration 113Q: 3 clusters Score -9805937 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -9805930.000000 Penalty: 3644.262939
	Iteration 114Q: 3 clusters Score -9805930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -9805943.000000 Penalty: 3644.262939
	Iteration 115Q: 3 clusters Score -9805943 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -9805944.000000 Penalty: 3644.262939
	Iteration 116Q: 3 clusters Score -9805944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -9805940.000000 Penalty: 3644.262939
	Iteration 117Q: 3 clusters Score -9805940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -9805921.000000 Penalty: 3644.262939
	Iteration 118Q: 3 clusters Score -9805921 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -9805941.000000 Penalty: 3644.262939
	Iteration 119Q: 3 clusters Score -9805941 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -9805972.000000 Penalty: 3644.262939
	Iteration 120F: 3 clusters Score -9805972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -9805961.000000 Penalty: 3644.262939
	Iteration 121Q: 3 clusters Score -9805961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -9805935.000000 Penalty: 3644.262939
	Iteration 122Q: 3 clusters Score -9805935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -9805950.000000 Penalty: 3644.262939
	Iteration 123Q: 3 clusters Score -9805950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -9805949.000000 Penalty: 3644.262939
	Iteration 124Q: 3 clusters Score -9805949 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9805950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -9805956.000000 Penalty: 3644.262939
	Iteration 126Q: 3 clusters Score -9805956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9805956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -9805965.000000 Penalty: 3644.262939
	Iteration 128Q: 3 clusters Score -9805965 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -9805963.000000 Penalty: 3644.262939
	Iteration 129Q: 3 clusters Score -9805963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -9805953.000000 Penalty: 3644.262939
	Iteration 130Q: 3 clusters Score -9805953 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -9805958.000000 Penalty: 3644.262939
	Iteration 131Q: 3 clusters Score -9805958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -9805940.000000 Penalty: 3644.262939
	Iteration 132Q: 3 clusters Score -9805940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -9805933.000000 Penalty: 3644.262939
	Iteration 133Q: 3 clusters Score -9805933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -9805938.000000 Penalty: 3644.262939
	Iteration 134Q: 3 clusters Score -9805938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -9805935.000000 Penalty: 3644.262939
	Iteration 135Q: 3 clusters Score -9805935 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9805940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -9805951.000000 Penalty: 3644.262939
	Iteration 137Q: 3 clusters Score -9805951 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -9805968.000000 Penalty: 3644.262939
	Iteration 138Q: 3 clusters Score -9805968 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -9805957.000000 Penalty: 3644.262939
	Iteration 139Q: 3 clusters Score -9805957 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -9805978.000000 Penalty: 3644.262939
	Iteration 140F: 3 clusters Score -9805978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -9805983.000000 Penalty: 3644.262939
	Iteration 141Q: 3 clusters Score -9805983 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9805976 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -9805981.000000 Penalty: 3644.262939
	Iteration 143Q: 3 clusters Score -9805981 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9805968 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -9805967.000000 Penalty: 3644.262939
	Iteration 145Q: 3 clusters Score -9805967 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9805981 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -9805982.000000 Penalty: 3644.262939
	Iteration 147Q: 3 clusters Score -9805982 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -9805990.000000 Penalty: 3644.262939
	Iteration 148Q: 3 clusters Score -9805990 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9805984 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -9805970.000000 Penalty: 3644.262939
	Iteration 150Q: 3 clusters Score -9805970 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9805979 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9805975 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9805986 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -9805983.000000 Penalty: 3644.262939
	Iteration 154Q: 3 clusters Score -9805983 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9805984 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9805985 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -9805979.000000 Penalty: 3644.262939
	Iteration 157Q: 3 clusters Score -9805979 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9805978 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9805982 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -9805980.000000 Penalty: 3644.262939
	Iteration 160F: 3 clusters Score -9805980 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -9805992.000000 Penalty: 3644.262939
	Iteration 161Q: 3 clusters Score -9805992 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -9805967.000000 Penalty: 3644.262939
	Iteration 162Q: 3 clusters Score -9805967 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -9806002.000000 Penalty: 3644.262939
	Iteration 163Q: 3 clusters Score -9806002 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9805986 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -9805994.000000 Penalty: 3644.262939
	Iteration 165Q: 3 clusters Score -9805994 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9805991 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -9806016.000000 Penalty: 3644.262939
	Iteration 167Q: 3 clusters Score -9806016 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9806032 nChanged 124
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Mstep: Class 1 contains 52667 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9806020 nChanged 130
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Mstep: Class 1 contains 52797 members 
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	Iteration 170Q: 3 clusters Score -9806020 nChanged 118
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Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9806051 nChanged 115
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Mstep: Class 1 contains 53030 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9806063 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53143 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9806080 nChanged 114
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Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -9806114.000000 Penalty: 3644.262939
	Iteration 174Q: 3 clusters Score -9806114 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -9806153.000000 Penalty: 3644.262939
	Iteration 175Q: 3 clusters Score -9806153 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53494 members 
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Entering Unmasked Estep 
Score: -9806139.000000 Penalty: 3644.262939
	Iteration 176Q: 3 clusters Score -9806139 nChanged 102
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Mstep: Class 1 contains 53596 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9806128 nChanged 83
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Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9806134 nChanged 85
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Mstep: Class 1 contains 53762 members 
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Entering Unmasked Estep 
Score: -9806132.000000 Penalty: 3644.262939
	Iteration 179Q: 3 clusters Score -9806132 nChanged 92
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Mstep: Class 1 contains 53854 members 
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Entering Unmasked Estep 
Score: -9806167.000000 Penalty: 3644.262939
	Iteration 180F: 3 clusters Score -9806167 nChanged 114
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Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -9806176.000000 Penalty: 3644.262939
	Iteration 181Q: 3 clusters Score -9806176 nChanged 133
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Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -9806206.000000 Penalty: 3644.262939
	Iteration 182Q: 3 clusters Score -9806206 nChanged 128
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Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9806219 nChanged 133
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Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -9806233.000000 Penalty: 3644.262939
	Iteration 184Q: 3 clusters Score -9806233 nChanged 127
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Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -9806240.000000 Penalty: 3644.262939
	Iteration 185Q: 3 clusters Score -9806240 nChanged 147
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Mstep: Class 1 contains 54634 members 
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Entering Unmasked Estep 
Score: -9806229.000000 Penalty: 3644.262939
	Iteration 186Q: 3 clusters Score -9806229 nChanged 162
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Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9806225 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9806249 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9806227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9806268 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9806296 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9806305 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9806300 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9806295 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -9806330.000000 Penalty: 3644.262939
	Iteration 195Q: 3 clusters Score -9806330 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -9806356.000000 Penalty: 3644.262939
	Iteration 196Q: 3 clusters Score -9806356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9806357 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -9806368.000000 Penalty: 3644.262939
	Iteration 198Q: 3 clusters Score -9806368 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -9806370.000000 Penalty: 3644.262939
	Iteration 199Q: 3 clusters Score -9806370 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -9806408.000000 Penalty: 3644.262939
	Iteration 200F: 3 clusters Score -9806408 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9806427 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9806421 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9806426 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9806454 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9806490 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9806514 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9806522 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9806518 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9806568 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9806575 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9806557 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -9806605.000000 Penalty: 3644.262939
	Iteration 212Q: 3 clusters Score -9806605 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9806636 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -9806646.000000 Penalty: 3644.262939
	Iteration 214Q: 3 clusters Score -9806646 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9806701 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9806738 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9806805 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9806853 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9806966 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9807038 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -9807105.000000 Penalty: 3644.262939
	Iteration 221Q: 3 clusters Score -9807105 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9807207 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -9807352.000000 Penalty: 3644.262939
	Iteration 223Q: 3 clusters Score -9807352 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9807487 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9807659 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9807738 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9807890 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9808045 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -9808182.000000 Penalty: 3644.262939
	Iteration 229Q: 3 clusters Score -9808182 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9808274 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9808359.000000 Penalty: 3644.262939
	Iteration 231Q: 3 clusters Score -9808359 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -9808431.000000 Penalty: 3644.262939
	Iteration 232Q: 3 clusters Score -9808431 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9808522 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9808586 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71527 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9808639 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9808673 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9808685 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9808665 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9808696.000000 Penalty: 3644.262939
	Iteration 239Q: 3 clusters Score -9808696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9808711.000000 Penalty: 3644.262939
	Iteration 240F: 3 clusters Score -9808711 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9808730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9808750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -9808758 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9808769 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9808788 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9808797 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -9808776.000000 Penalty: 3644.262939
	Iteration 247Q: 3 clusters Score -9808776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9808778.000000 Penalty: 3644.262939
	Iteration 248Q: 3 clusters Score -9808778 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9808788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9808782 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9808778 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -9808780 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -9808783 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -9808789 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -9808794 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -9808797 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -9808804 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9808790 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9808796 nChanged 14
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Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9808805.000000 Penalty: 3644.262939
	Iteration 260F: 3 clusters Score -9808805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9808809 nChanged 16
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Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -9808808 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -9808815 nChanged 13
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Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9808816 nChanged 13
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Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9808812 nChanged 6
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Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9808811 nChanged 4
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Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -9808815 nChanged 7
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Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9808813.000000 Penalty: 3644.262939
	Iteration 268Q: 3 clusters Score -9808813 nChanged 14
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Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9808819 nChanged 22
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Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9808832.000000 Penalty: 3644.262939
	Iteration 270Q: 3 clusters Score -9808832 nChanged 19
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Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -9808825 nChanged 13
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Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -9808836 nChanged 8
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Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9808841.000000 Penalty: 3644.262939
	Iteration 273Q: 3 clusters Score -9808841 nChanged 5
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Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -9808856 nChanged 12
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Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -9808866 nChanged 6
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Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -9808864 nChanged 7
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Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -9808861 nChanged 2
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Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -9808861 nChanged 4
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Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9808853.000000 Penalty: 3644.262939
	Iteration 279Q: 3 clusters Score -9808853 nChanged 5
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Mstep: Class 1 contains 72969 members 
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Entering Unmasked Estep 
Score: -9808846.000000 Penalty: 3644.262939
	Iteration 280F: 3 clusters Score -9808846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9808846.000000 Penalty: 3644.262939
	Iteration 281Q: 3 clusters Score -9808846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9808853.000000 Penalty: 3644.262939
	Iteration 282Q: 3 clusters Score -9808853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9808853.000000 Penalty: 3644.262939
	Iteration 283F: 3 clusters Score -9808853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Entering Unmasked Estep 
Score: -3323847.250000 Penalty: 1647.541626
	Iteration 0F: 2 clusters Score -3323847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3306755.250000 Penalty: 3295.083252
	Iteration 0F: 3 clusters Score -3306755 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3313113.250000 Penalty: 3295.083252
	Iteration 1F: 3 clusters Score -3313113 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3313510.250000 Penalty: 3295.083252
	Iteration 2Q: 3 clusters Score -3313510 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3313862.750000 Penalty: 3295.083252
	Iteration 3Q: 3 clusters Score -3313863 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3314195.000000 Penalty: 3295.083252
	Iteration 4Q: 3 clusters Score -3314195 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3314551.500000 Penalty: 3295.083252
	Iteration 5Q: 3 clusters Score -3314552 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3314974.750000 Penalty: 3295.083252
	Iteration 6Q: 3 clusters Score -3314975 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3315514.250000 Penalty: 3295.083252
	Iteration 7Q: 3 clusters Score -3315514 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3316294.000000 Penalty: 3295.083252
	Iteration 8Q: 3 clusters Score -3316294 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3317184.750000 Penalty: 3295.083252
	Iteration 9Q: 3 clusters Score -3317185 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3318144.500000 Penalty: 3295.083252
	Iteration 10Q: 3 clusters Score -3318144 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3318963.500000 Penalty: 3295.083252
	Iteration 11Q: 3 clusters Score -3318964 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3319633.000000 Penalty: 3295.083252
	Iteration 12Q: 3 clusters Score -3319633 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3320060.250000 Penalty: 3295.083252
	Iteration 13Q: 3 clusters Score -3320060 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3320331.000000 Penalty: 3295.083252
	Iteration 14Q: 3 clusters Score -3320331 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3320497.250000 Penalty: 3295.083252
	Iteration 15Q: 3 clusters Score -3320497 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3320587.250000 Penalty: 3295.083252
	Iteration 16Q: 3 clusters Score -3320587 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3320668.750000 Penalty: 3295.083252
	Iteration 17Q: 3 clusters Score -3320669 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3320732.750000 Penalty: 3295.083252
	Iteration 18Q: 3 clusters Score -3320733 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3320815.250000 Penalty: 3295.083252
	Iteration 19Q: 3 clusters Score -3320815 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3320886.750000 Penalty: 3295.083252
	Iteration 20F: 3 clusters Score -3320887 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3320946.750000 Penalty: 3295.083252
	Iteration 21Q: 3 clusters Score -3320947 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3321035.250000 Penalty: 3295.083252
	Iteration 22Q: 3 clusters Score -3321035 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3321137.000000 Penalty: 3295.083252
	Iteration 23Q: 3 clusters Score -3321137 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3321226.000000 Penalty: 3295.083252
	Iteration 24Q: 3 clusters Score -3321226 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3321327.000000 Penalty: 3295.083252
	Iteration 25Q: 3 clusters Score -3321327 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3321393.250000 Penalty: 3295.083252
	Iteration 26Q: 3 clusters Score -3321393 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3321475.500000 Penalty: 3295.083252
	Iteration 27Q: 3 clusters Score -3321476 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3321583.250000 Penalty: 3295.083252
	Iteration 28Q: 3 clusters Score -3321583 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3321676.500000 Penalty: 3295.083252
	Iteration 29Q: 3 clusters Score -3321676 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3321735.500000 Penalty: 3295.083252
	Iteration 30Q: 3 clusters Score -3321736 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3321814.250000 Penalty: 3295.083252
	Iteration 31Q: 3 clusters Score -3321814 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3321883.000000 Penalty: 3295.083252
	Iteration 32Q: 3 clusters Score -3321883 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3321936.250000 Penalty: 3295.083252
	Iteration 33Q: 3 clusters Score -3321936 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3321994.250000 Penalty: 3295.083252
	Iteration 34Q: 3 clusters Score -3321994 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3322057.500000 Penalty: 3295.083252
	Iteration 35Q: 3 clusters Score -3322058 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3322116.500000 Penalty: 3295.083252
	Iteration 36Q: 3 clusters Score -3322116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3322168.750000 Penalty: 3295.083252
	Iteration 37Q: 3 clusters Score -3322169 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3322205.750000 Penalty: 3295.083252
	Iteration 38Q: 3 clusters Score -3322206 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3322252.500000 Penalty: 3295.083252
	Iteration 39Q: 3 clusters Score -3322252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3322296.000000 Penalty: 3295.083252
	Iteration 40F: 3 clusters Score -3322296 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3322316.000000 Penalty: 3295.083252
	Iteration 41Q: 3 clusters Score -3322316 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3322351.250000 Penalty: 3295.083252
	Iteration 42Q: 3 clusters Score -3322351 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3322382.000000 Penalty: 3295.083252
	Iteration 43Q: 3 clusters Score -3322382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3322402.750000 Penalty: 3295.083252
	Iteration 44Q: 3 clusters Score -3322403 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3322444.500000 Penalty: 3295.083252
	Iteration 45Q: 3 clusters Score -3322444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3322456.000000 Penalty: 3295.083252
	Iteration 46Q: 3 clusters Score -3322456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3322486.500000 Penalty: 3295.083252
	Iteration 47Q: 3 clusters Score -3322486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3322502.000000 Penalty: 3295.083252
	Iteration 48Q: 3 clusters Score -3322502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3322518.750000 Penalty: 3295.083252
	Iteration 49Q: 3 clusters Score -3322519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3322531.000000 Penalty: 3295.083252
	Iteration 50Q: 3 clusters Score -3322531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3322547.000000 Penalty: 3295.083252
	Iteration 51Q: 3 clusters Score -3322547 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3322561.250000 Penalty: 3295.083252
	Iteration 52Q: 3 clusters Score -3322561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3322571.750000 Penalty: 3295.083252
	Iteration 53Q: 3 clusters Score -3322572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3322590.750000 Penalty: 3295.083252
	Iteration 54Q: 3 clusters Score -3322591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3322596.500000 Penalty: 3295.083252
	Iteration 55Q: 3 clusters Score -3322596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3322599.750000 Penalty: 3295.083252
	Iteration 56Q: 3 clusters Score -3322600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3322612.250000 Penalty: 3295.083252
	Iteration 57Q: 3 clusters Score -3322612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3322614.250000 Penalty: 3295.083252
	Iteration 58Q: 3 clusters Score -3322614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3322617.750000 Penalty: 3295.083252
	Iteration 59Q: 3 clusters Score -3322618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3322619.750000 Penalty: 3295.083252
	Iteration 60F: 3 clusters Score -3322620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3322621.250000 Penalty: 3295.083252
	Iteration 61Q: 3 clusters Score -3322621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3322621.750000 Penalty: 3295.083252
	Iteration 62Q: 3 clusters Score -3322622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3322619.250000 Penalty: 3295.083252
	Iteration 63Q: 3 clusters Score -3322619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3322622.000000 Penalty: 3295.083252
	Iteration 64Q: 3 clusters Score -3322622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3322626.250000 Penalty: 3295.083252
	Iteration 65Q: 3 clusters Score -3322626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3322633.000000 Penalty: 3295.083252
	Iteration 66Q: 3 clusters Score -3322633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3322628.250000 Penalty: 3295.083252
	Iteration 67Q: 3 clusters Score -3322628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3322627.000000 Penalty: 3295.083252
	Iteration 68Q: 3 clusters Score -3322627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3322628.250000 Penalty: 3295.083252
	Iteration 69Q: 3 clusters Score -3322628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3322630.500000 Penalty: 3295.083252
	Iteration 70Q: 3 clusters Score -3322630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3322633.250000 Penalty: 3295.083252
	Iteration 71Q: 3 clusters Score -3322633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3322633.250000 Penalty: 3295.083252
	Iteration 72Q: 3 clusters Score -3322633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3322631.000000 Penalty: 3295.083252
	Iteration 73Q: 3 clusters Score -3322631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3322634.500000 Penalty: 3295.083252
	Iteration 74Q: 3 clusters Score -3322634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3322637.000000 Penalty: 3295.083252
	Iteration 75Q: 3 clusters Score -3322637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3322635.000000 Penalty: 3295.083252
	Iteration 76Q: 3 clusters Score -3322635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3322637.000000 Penalty: 3295.083252
	Iteration 77Q: 3 clusters Score -3322637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3322634.500000 Penalty: 3295.083252
	Iteration 78Q: 3 clusters Score -3322634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3322634.500000 Penalty: 3295.083252
	Iteration 79Q: 3 clusters Score -3322634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3322634.500000 Penalty: 3295.083252
	Iteration 80F: 3 clusters Score -3322634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -186520.500000 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -186520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -184770.859375 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -184770.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -185142.953125 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -185143 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -185249.234375 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -185249.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185301.390625 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -185301.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185339.937500 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -185339.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -185364.890625 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -185364.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -185380.718750 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -185380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -185390.625000 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -185390.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -185395.468750 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -185395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -185400.000000 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -185400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -185401.328125 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -185401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -185402.890625 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -185402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -185403.812500 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -185403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -185405.171875 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -185405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -185407.156250 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -185407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -185408.656250 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -185408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -185410.750000 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -185410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -185412.812500 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -185412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -185414.906250 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -185414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -185416.593750 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -185416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -185417.015625 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -185417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Entering Unmasked Estep 
Score: -2194944.250000 Penalty: 1579.067505
	Iteration 0F: 2 clusters Score -2194944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2183467.250000 Penalty: 3158.135010
	Iteration 0F: 3 clusters Score -2183467 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2187423.000000 Penalty: 3158.135010
	Iteration 1F: 3 clusters Score -2187423 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2187700.500000 Penalty: 3158.135010
	Iteration 2Q: 3 clusters Score -2187700 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2187939.250000 Penalty: 3158.135010
	Iteration 3Q: 3 clusters Score -2187939 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2188145.250000 Penalty: 3158.135010
	Iteration 4Q: 3 clusters Score -2188145 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2188395.750000 Penalty: 3158.135010
	Iteration 5Q: 3 clusters Score -2188396 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2188658.500000 Penalty: 3158.135010
	Iteration 6Q: 3 clusters Score -2188658 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2189013.500000 Penalty: 3158.135010
	Iteration 7Q: 3 clusters Score -2189014 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2189516.500000 Penalty: 3158.135010
	Iteration 8F: 3 clusters Score -2189516 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2190224.250000 Penalty: 3158.135010
	Iteration 9F: 3 clusters Score -2190224 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2191156.250000 Penalty: 3158.135010
	Iteration 10F: 3 clusters Score -2191156 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2192056.000000 Penalty: 3158.135010
	Iteration 11F: 3 clusters Score -2192056 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2192706.750000 Penalty: 3158.135010
	Iteration 12Q: 3 clusters Score -2192707 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2193089.250000 Penalty: 3158.135010
	Iteration 13Q: 3 clusters Score -2193089 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2193288.250000 Penalty: 3158.135010
	Iteration 14Q: 3 clusters Score -2193288 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2193404.500000 Penalty: 3158.135010
	Iteration 15Q: 3 clusters Score -2193404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2193466.000000 Penalty: 3158.135010
	Iteration 16Q: 3 clusters Score -2193466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2193498.500000 Penalty: 3158.135010
	Iteration 17Q: 3 clusters Score -2193498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2193523.000000 Penalty: 3158.135010
	Iteration 18Q: 3 clusters Score -2193523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2193530.750000 Penalty: 3158.135010
	Iteration 19Q: 3 clusters Score -2193531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2193536.750000 Penalty: 3158.135010
	Iteration 20F: 3 clusters Score -2193537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2193549.750000 Penalty: 3158.135010
	Iteration 21Q: 3 clusters Score -2193550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2193552.750000 Penalty: 3158.135010
	Iteration 22Q: 3 clusters Score -2193553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2193551.500000 Penalty: 3158.135010
	Iteration 23Q: 3 clusters Score -2193552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2193552.500000 Penalty: 3158.135010
	Iteration 24Q: 3 clusters Score -2193552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2193560.500000 Penalty: 3158.135010
	Iteration 25Q: 3 clusters Score -2193560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2193560.750000 Penalty: 3158.135010
	Iteration 26Q: 3 clusters Score -2193561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2193563.000000 Penalty: 3158.135010
	Iteration 27Q: 3 clusters Score -2193563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2193563.000000 Penalty: 3158.135010
	Iteration 28F: 3 clusters Score -2193563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Entering Unmasked Estep 
Score: -7934982.500000 Penalty: 1788.754028
	Iteration 0F: 2 clusters Score -7934982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -7894797.500000 Penalty: 3577.508057
	Iteration 0F: 3 clusters Score -7894798 nChanged 28670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -7910853.000000 Penalty: 3577.508057
	Iteration 1F: 3 clusters Score -7910853 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -7911296.000000 Penalty: 3577.508057
	Iteration 2Q: 3 clusters Score -7911296 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -7911852.000000 Penalty: 3577.508057
	Iteration 3Q: 3 clusters Score -7911852 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -7912542.000000 Penalty: 3577.508057
	Iteration 4Q: 3 clusters Score -7912542 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -7913550.000000 Penalty: 3577.508057
	Iteration 5Q: 3 clusters Score -7913550 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -7915147.500000 Penalty: 3577.508057
	Iteration 6F: 3 clusters Score -7915148 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -7917590.000000 Penalty: 3577.508057
	Iteration 7F: 3 clusters Score -7917590 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -7920869.000000 Penalty: 3577.508057
	Iteration 8F: 3 clusters Score -7920869 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -7924289.500000 Penalty: 3577.508057
	Iteration 9F: 3 clusters Score -7924290 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -7927449.500000 Penalty: 3577.508057
	Iteration 10F: 3 clusters Score -7927450 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -7930044.500000 Penalty: 3577.508057
	Iteration 11Q: 3 clusters Score -7930044 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7931661.500000 Penalty: 3577.508057
	Iteration 12Q: 3 clusters Score -7931662 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7932569.500000 Penalty: 3577.508057
	Iteration 13Q: 3 clusters Score -7932570 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7933043.000000 Penalty: 3577.508057
	Iteration 14Q: 3 clusters Score -7933043 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7933256.000000 Penalty: 3577.508057
	Iteration 15Q: 3 clusters Score -7933256 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7933361.500000 Penalty: 3577.508057
	Iteration 16Q: 3 clusters Score -7933362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7933410.000000 Penalty: 3577.508057
	Iteration 17Q: 3 clusters Score -7933410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7933457.000000 Penalty: 3577.508057
	Iteration 18Q: 3 clusters Score -7933457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7933465.000000 Penalty: 3577.508057
	Iteration 19Q: 3 clusters Score -7933465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7933478.500000 Penalty: 3577.508057
	Iteration 20F: 3 clusters Score -7933478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7933496.000000 Penalty: 3577.508057
	Iteration 21Q: 3 clusters Score -7933496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7933505.500000 Penalty: 3577.508057
	Iteration 22Q: 3 clusters Score -7933506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7933514.500000 Penalty: 3577.508057
	Iteration 23Q: 3 clusters Score -7933514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7933519.000000 Penalty: 3577.508057
	Iteration 24Q: 3 clusters Score -7933519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7933519.500000 Penalty: 3577.508057
	Iteration 25Q: 3 clusters Score -7933520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7933522.500000 Penalty: 3577.508057
	Iteration 26Q: 3 clusters Score -7933522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7933519.500000 Penalty: 3577.508057
	Iteration 27Q: 3 clusters Score -7933520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7933519.500000 Penalty: 3577.508057
	Iteration 28Q: 3 clusters Score -7933520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7933516.500000 Penalty: 3577.508057
	Iteration 29Q: 3 clusters Score -7933516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7933516.000000 Penalty: 3577.508057
	Iteration 30Q: 3 clusters Score -7933516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7933511.000000 Penalty: 3577.508057
	Iteration 31Q: 3 clusters Score -7933511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7933521.000000 Penalty: 3577.508057
	Iteration 32Q: 3 clusters Score -7933521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7933520.000000 Penalty: 3577.508057
	Iteration 33Q: 3 clusters Score -7933520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7933522.500000 Penalty: 3577.508057
	Iteration 34Q: 3 clusters Score -7933522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7933522.500000 Penalty: 3577.508057
	Iteration 35F: 3 clusters Score -7933522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Entering Unmasked Estep 
Score: -1494959.750000 Penalty: 1525.029663
	Iteration 0F: 2 clusters Score -1494960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1486559.875000 Penalty: 3050.059326
	Iteration 0F: 3 clusters Score -1486560 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1489365.250000 Penalty: 3050.059326
	Iteration 1F: 3 clusters Score -1489365 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1489631.250000 Penalty: 3050.059326
	Iteration 2F: 3 clusters Score -1489631 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1489847.875000 Penalty: 3050.059326
	Iteration 3Q: 3 clusters Score -1489848 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1490103.375000 Penalty: 3050.059326
	Iteration 4Q: 3 clusters Score -1490103 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1490462.875000 Penalty: 3050.059326
	Iteration 5Q: 3 clusters Score -1490463 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1490995.375000 Penalty: 3050.059326
	Iteration 6F: 3 clusters Score -1490995 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1491613.250000 Penalty: 3050.059326
	Iteration 7F: 3 clusters Score -1491613 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1492189.875000 Penalty: 3050.059326
	Iteration 8F: 3 clusters Score -1492190 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1492582.250000 Penalty: 3050.059326
	Iteration 9F: 3 clusters Score -1492582 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1492906.375000 Penalty: 3050.059326
	Iteration 10Q: 3 clusters Score -1492906 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1493180.625000 Penalty: 3050.059326
	Iteration 11Q: 3 clusters Score -1493181 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1493443.500000 Penalty: 3050.059326
	Iteration 12Q: 3 clusters Score -1493444 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1493654.375000 Penalty: 3050.059326
	Iteration 13Q: 3 clusters Score -1493654 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1493888.375000 Penalty: 3050.059326
	Iteration 14Q: 3 clusters Score -1493888 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1494079.625000 Penalty: 3050.059326
	Iteration 15Q: 3 clusters Score -1494080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1494188.500000 Penalty: 3050.059326
	Iteration 16Q: 3 clusters Score -1494188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1494228.250000 Penalty: 3050.059326
	Iteration 17Q: 3 clusters Score -1494228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1494247.375000 Penalty: 3050.059326
	Iteration 18Q: 3 clusters Score -1494247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1494258.500000 Penalty: 3050.059326
	Iteration 19Q: 3 clusters Score -1494258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1494266.875000 Penalty: 3050.059326
	Iteration 20F: 3 clusters Score -1494267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1494272.125000 Penalty: 3050.059326
	Iteration 21Q: 3 clusters Score -1494272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1494276.875000 Penalty: 3050.059326
	Iteration 22Q: 3 clusters Score -1494277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1494280.375000 Penalty: 3050.059326
	Iteration 23Q: 3 clusters Score -1494280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1494281.250000 Penalty: 3050.059326
	Iteration 24Q: 3 clusters Score -1494281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1494284.125000 Penalty: 3050.059326
	Iteration 25Q: 3 clusters Score -1494284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1494283.375000 Penalty: 3050.059326
	Iteration 26Q: 3 clusters Score -1494283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1494285.875000 Penalty: 3050.059326
	Iteration 27Q: 3 clusters Score -1494286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1494285.625000 Penalty: 3050.059326
	Iteration 28Q: 3 clusters Score -1494286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1494284.375000 Penalty: 3050.059326
	Iteration 29Q: 3 clusters Score -1494284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1494286.750000 Penalty: 3050.059326
	Iteration 30Q: 3 clusters Score -1494287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1494286.750000 Penalty: 3050.059326
	Iteration 31F: 3 clusters Score -1494287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Entering Unmasked Estep 
Score: -7137511.000000 Penalty: 1771.371948
	Iteration 0F: 2 clusters Score -7137511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -7101553.500000 Penalty: 3542.743896
	Iteration 0F: 3 clusters Score -7101554 nChanged 25392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -7115564.000000 Penalty: 3542.743896
	Iteration 1F: 3 clusters Score -7115564 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -7115983.500000 Penalty: 3542.743896
	Iteration 2Q: 3 clusters Score -7115984 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -7116384.500000 Penalty: 3542.743896
	Iteration 3Q: 3 clusters Score -7116384 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -7116788.000000 Penalty: 3542.743896
	Iteration 4Q: 3 clusters Score -7116788 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -7117257.500000 Penalty: 3542.743896
	Iteration 5Q: 3 clusters Score -7117258 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -7117763.000000 Penalty: 3542.743896
	Iteration 6Q: 3 clusters Score -7117763 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -7118368.500000 Penalty: 3542.743896
	Iteration 7Q: 3 clusters Score -7118368 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -7119144.500000 Penalty: 3542.743896
	Iteration 8Q: 3 clusters Score -7119144 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -7120113.500000 Penalty: 3542.743896
	Iteration 9Q: 3 clusters Score -7120114 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -7121520.000000 Penalty: 3542.743896
	Iteration 10Q: 3 clusters Score -7121520 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -7123425.000000 Penalty: 3542.743896
	Iteration 11F: 3 clusters Score -7123425 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7125153.000000 Penalty: 3542.743896
	Iteration 12F: 3 clusters Score -7125153 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -7126050.500000 Penalty: 3542.743896
	Iteration 13Q: 3 clusters Score -7126050 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -7126372.000000 Penalty: 3542.743896
	Iteration 14Q: 3 clusters Score -7126372 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -7126490.500000 Penalty: 3542.743896
	Iteration 15Q: 3 clusters Score -7126490 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -7126552.500000 Penalty: 3542.743896
	Iteration 16Q: 3 clusters Score -7126552 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -7126602.000000 Penalty: 3542.743896
	Iteration 17Q: 3 clusters Score -7126602 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -7126670.500000 Penalty: 3542.743896
	Iteration 18Q: 3 clusters Score -7126670 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -7126730.000000 Penalty: 3542.743896
	Iteration 19Q: 3 clusters Score -7126730 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -7126776.000000 Penalty: 3542.743896
	Iteration 20F: 3 clusters Score -7126776 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -7126829.500000 Penalty: 3542.743896
	Iteration 21Q: 3 clusters Score -7126830 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -7126861.500000 Penalty: 3542.743896
	Iteration 22Q: 3 clusters Score -7126862 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -7126919.500000 Penalty: 3542.743896
	Iteration 23Q: 3 clusters Score -7126920 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -7126968.000000 Penalty: 3542.743896
	Iteration 24Q: 3 clusters Score -7126968 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -7126998.500000 Penalty: 3542.743896
	Iteration 25Q: 3 clusters Score -7126998 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -7127066.500000 Penalty: 3542.743896
	Iteration 26Q: 3 clusters Score -7127066 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -7127129.000000 Penalty: 3542.743896
	Iteration 27Q: 3 clusters Score -7127129 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -7127209.000000 Penalty: 3542.743896
	Iteration 28Q: 3 clusters Score -7127209 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -7127285.000000 Penalty: 3542.743896
	Iteration 29Q: 3 clusters Score -7127285 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -7127364.000000 Penalty: 3542.743896
	Iteration 30Q: 3 clusters Score -7127364 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -7127412.000000 Penalty: 3542.743896
	Iteration 31Q: 3 clusters Score -7127412 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -7127495.000000 Penalty: 3542.743896
	Iteration 32Q: 3 clusters Score -7127495 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -7127608.000000 Penalty: 3542.743896
	Iteration 33Q: 3 clusters Score -7127608 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -7127719.000000 Penalty: 3542.743896
	Iteration 34Q: 3 clusters Score -7127719 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -7127836.500000 Penalty: 3542.743896
	Iteration 35Q: 3 clusters Score -7127836 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -7127968.500000 Penalty: 3542.743896
	Iteration 36Q: 3 clusters Score -7127968 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -7128102.500000 Penalty: 3542.743896
	Iteration 37Q: 3 clusters Score -7128102 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -7128299.500000 Penalty: 3542.743896
	Iteration 38Q: 3 clusters Score -7128300 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -7128492.000000 Penalty: 3542.743896
	Iteration 39Q: 3 clusters Score -7128492 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -7128740.000000 Penalty: 3542.743896
	Iteration 40F: 3 clusters Score -7128740 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -7129020.000000 Penalty: 3542.743896
	Iteration 41Q: 3 clusters Score -7129020 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -7129320.000000 Penalty: 3542.743896
	Iteration 42Q: 3 clusters Score -7129320 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -7129580.000000 Penalty: 3542.743896
	Iteration 43Q: 3 clusters Score -7129580 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -7129893.000000 Penalty: 3542.743896
	Iteration 44Q: 3 clusters Score -7129893 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -7130178.500000 Penalty: 3542.743896
	Iteration 45Q: 3 clusters Score -7130178 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -7130494.000000 Penalty: 3542.743896
	Iteration 46Q: 3 clusters Score -7130494 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -7130748.500000 Penalty: 3542.743896
	Iteration 47Q: 3 clusters Score -7130748 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7131028.500000 Penalty: 3542.743896
	Iteration 48Q: 3 clusters Score -7131028 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -7131237.500000 Penalty: 3542.743896
	Iteration 49Q: 3 clusters Score -7131238 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -7131445.000000 Penalty: 3542.743896
	Iteration 50Q: 3 clusters Score -7131445 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -7131555.500000 Penalty: 3542.743896
	Iteration 51Q: 3 clusters Score -7131556 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -7131723.000000 Penalty: 3542.743896
	Iteration 52Q: 3 clusters Score -7131723 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -7131839.500000 Penalty: 3542.743896
	Iteration 53Q: 3 clusters Score -7131840 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -7131977.500000 Penalty: 3542.743896
	Iteration 54Q: 3 clusters Score -7131978 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -7132091.000000 Penalty: 3542.743896
	Iteration 55Q: 3 clusters Score -7132091 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -7132223.000000 Penalty: 3542.743896
	Iteration 56Q: 3 clusters Score -7132223 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -7132416.500000 Penalty: 3542.743896
	Iteration 57Q: 3 clusters Score -7132416 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -7132592.000000 Penalty: 3542.743896
	Iteration 58Q: 3 clusters Score -7132592 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -7132735.000000 Penalty: 3542.743896
	Iteration 59Q: 3 clusters Score -7132735 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -7132866.500000 Penalty: 3542.743896
	Iteration 60F: 3 clusters Score -7132866 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -7133048.000000 Penalty: 3542.743896
	Iteration 61Q: 3 clusters Score -7133048 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -7133191.500000 Penalty: 3542.743896
	Iteration 62Q: 3 clusters Score -7133192 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -7133337.500000 Penalty: 3542.743896
	Iteration 63Q: 3 clusters Score -7133338 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -7133538.000000 Penalty: 3542.743896
	Iteration 64Q: 3 clusters Score -7133538 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -7133715.500000 Penalty: 3542.743896
	Iteration 65Q: 3 clusters Score -7133716 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -7133932.000000 Penalty: 3542.743896
	Iteration 66Q: 3 clusters Score -7133932 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -7134117.500000 Penalty: 3542.743896
	Iteration 67Q: 3 clusters Score -7134118 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -7134314.500000 Penalty: 3542.743896
	Iteration 68Q: 3 clusters Score -7134314 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -7134500.000000 Penalty: 3542.743896
	Iteration 69Q: 3 clusters Score -7134500 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -7134677.000000 Penalty: 3542.743896
	Iteration 70Q: 3 clusters Score -7134677 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -7134873.500000 Penalty: 3542.743896
	Iteration 71Q: 3 clusters Score -7134874 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -7135026.500000 Penalty: 3542.743896
	Iteration 72Q: 3 clusters Score -7135026 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -7135160.500000 Penalty: 3542.743896
	Iteration 73Q: 3 clusters Score -7135160 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -7135298.500000 Penalty: 3542.743896
	Iteration 74Q: 3 clusters Score -7135298 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -7135453.500000 Penalty: 3542.743896
	Iteration 75Q: 3 clusters Score -7135454 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -7135554.000000 Penalty: 3542.743896
	Iteration 76Q: 3 clusters Score -7135554 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -7135611.000000 Penalty: 3542.743896
	Iteration 77Q: 3 clusters Score -7135611 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -7135651.500000 Penalty: 3542.743896
	Iteration 78Q: 3 clusters Score -7135652 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -7135706.000000 Penalty: 3542.743896
	Iteration 79Q: 3 clusters Score -7135706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -7135759.500000 Penalty: 3542.743896
	Iteration 80F: 3 clusters Score -7135760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -7135802.500000 Penalty: 3542.743896
	Iteration 81Q: 3 clusters Score -7135802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -7135850.000000 Penalty: 3542.743896
	Iteration 82Q: 3 clusters Score -7135850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -7135884.500000 Penalty: 3542.743896
	Iteration 83Q: 3 clusters Score -7135884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -7135928.500000 Penalty: 3542.743896
	Iteration 84Q: 3 clusters Score -7135928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -7135950.500000 Penalty: 3542.743896
	Iteration 85Q: 3 clusters Score -7135950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -7135960.500000 Penalty: 3542.743896
	Iteration 86Q: 3 clusters Score -7135960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -7135965.000000 Penalty: 3542.743896
	Iteration 87Q: 3 clusters Score -7135965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -7135971.000000 Penalty: 3542.743896
	Iteration 88Q: 3 clusters Score -7135971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -7135988.000000 Penalty: 3542.743896
	Iteration 89Q: 3 clusters Score -7135988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -7135999.000000 Penalty: 3542.743896
	Iteration 90Q: 3 clusters Score -7135999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -7136016.000000 Penalty: 3542.743896
	Iteration 91Q: 3 clusters Score -7136016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -7136031.000000 Penalty: 3542.743896
	Iteration 92Q: 3 clusters Score -7136031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -7136035.000000 Penalty: 3542.743896
	Iteration 93Q: 3 clusters Score -7136035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -7136035.500000 Penalty: 3542.743896
	Iteration 94Q: 3 clusters Score -7136036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -7136041.000000 Penalty: 3542.743896
	Iteration 95Q: 3 clusters Score -7136041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -7136045.500000 Penalty: 3542.743896
	Iteration 96Q: 3 clusters Score -7136046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -7136047.500000 Penalty: 3542.743896
	Iteration 97Q: 3 clusters Score -7136048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -7136048.000000 Penalty: 3542.743896
	Iteration 98Q: 3 clusters Score -7136048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -7136064.500000 Penalty: 3542.743896
	Iteration 99Q: 3 clusters Score -7136064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -7136071.500000 Penalty: 3542.743896
	Iteration 100F: 3 clusters Score -7136072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -7136075.000000 Penalty: 3542.743896
	Iteration 101Q: 3 clusters Score -7136075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -7136074.000000 Penalty: 3542.743896
	Iteration 102Q: 3 clusters Score -7136074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -7136072.500000 Penalty: 3542.743896
	Iteration 103Q: 3 clusters Score -7136072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -7136072.500000 Penalty: 3542.743896
	Iteration 104Q: 3 clusters Score -7136072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -7136072.000000 Penalty: 3542.743896
	Iteration 105Q: 3 clusters Score -7136072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -7136076.000000 Penalty: 3542.743896
	Iteration 106Q: 3 clusters Score -7136076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -7136077.000000 Penalty: 3542.743896
	Iteration 107Q: 3 clusters Score -7136077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -7136077.000000 Penalty: 3542.743896
	Iteration 108F: 3 clusters Score -7136077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Entering Unmasked Estep 
Score: -8260207.500000 Penalty: 1794.682617
	Iteration 0F: 2 clusters Score -8260208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -8219069.500000 Penalty: 3589.365234
	Iteration 0F: 3 clusters Score -8219070 nChanged 29531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -8236030.500000 Penalty: 3589.365234
	Iteration 1F: 3 clusters Score -8236030 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -8236556.500000 Penalty: 3589.365234
	Iteration 2Q: 3 clusters Score -8236556 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -8237324.500000 Penalty: 3589.365234
	Iteration 3Q: 3 clusters Score -8237324 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -8238414.000000 Penalty: 3589.365234
	Iteration 4Q: 3 clusters Score -8238414 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -8240225.000000 Penalty: 3589.365234
	Iteration 5F: 3 clusters Score -8240225 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -8243170.000000 Penalty: 3589.365234
	Iteration 6F: 3 clusters Score -8243170 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -8247501.000000 Penalty: 3589.365234
	Iteration 7F: 3 clusters Score -8247501 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -8252186.500000 Penalty: 3589.365234
	Iteration 8F: 3 clusters Score -8252186 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8255642.000000 Penalty: 3589.365234
	Iteration 9F: 3 clusters Score -8255642 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8257422.000000 Penalty: 3589.365234
	Iteration 10Q: 3 clusters Score -8257422 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8258190.000000 Penalty: 3589.365234
	Iteration 11Q: 3 clusters Score -8258190 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8258516.500000 Penalty: 3589.365234
	Iteration 12Q: 3 clusters Score -8258516 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8258662.000000 Penalty: 3589.365234
	Iteration 13Q: 3 clusters Score -8258662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8258729.000000 Penalty: 3589.365234
	Iteration 14Q: 3 clusters Score -8258729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8258777.500000 Penalty: 3589.365234
	Iteration 15Q: 3 clusters Score -8258778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8258797.000000 Penalty: 3589.365234
	Iteration 16Q: 3 clusters Score -8258797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8258815.000000 Penalty: 3589.365234
	Iteration 17Q: 3 clusters Score -8258815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8258814.500000 Penalty: 3589.365234
	Iteration 18Q: 3 clusters Score -8258814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8258825.500000 Penalty: 3589.365234
	Iteration 19Q: 3 clusters Score -8258826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8258831.000000 Penalty: 3589.365234
	Iteration 20F: 3 clusters Score -8258831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8258835.500000 Penalty: 3589.365234
	Iteration 21Q: 3 clusters Score -8258836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8258839.500000 Penalty: 3589.365234
	Iteration 22Q: 3 clusters Score -8258840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8258840.000000 Penalty: 3589.365234
	Iteration 23Q: 3 clusters Score -8258840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8258842.500000 Penalty: 3589.365234
	Iteration 24Q: 3 clusters Score -8258842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8258840.000000 Penalty: 3589.365234
	Iteration 25Q: 3 clusters Score -8258840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8258847.500000 Penalty: 3589.365234
	Iteration 26Q: 3 clusters Score -8258848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8258844.000000 Penalty: 3589.365234
	Iteration 27Q: 3 clusters Score -8258844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8258845.500000 Penalty: 3589.365234
	Iteration 28Q: 3 clusters Score -8258846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8258845.500000 Penalty: 3589.365234
	Iteration 29F: 3 clusters Score -8258846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -257635.328125 Penalty: 1231.199097
	Iteration 0F: 2 clusters Score -257635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -255576.140625 Penalty: 2462.398193
	Iteration 0F: 3 clusters Score -255576.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -255974.625000 Penalty: 2462.398193
	Iteration 1F: 3 clusters Score -255974.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -256054.296875 Penalty: 2462.398193
	Iteration 2F: 3 clusters Score -256054.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -256097.781250 Penalty: 2462.398193
	Iteration 3Q: 3 clusters Score -256097.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -256130.171875 Penalty: 2462.398193
	Iteration 4Q: 3 clusters Score -256130.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -256155.765625 Penalty: 2462.398193
	Iteration 5Q: 3 clusters Score -256155.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -256179.484375 Penalty: 2462.398193
	Iteration 6Q: 3 clusters Score -256179.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -256197.046875 Penalty: 2462.398193
	Iteration 7Q: 3 clusters Score -256197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -256209.734375 Penalty: 2462.398193
	Iteration 8Q: 3 clusters Score -256209.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -256219.046875 Penalty: 2462.398193
	Iteration 9Q: 3 clusters Score -256219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -256224.234375 Penalty: 2462.398193
	Iteration 10Q: 3 clusters Score -256224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -256227.625000 Penalty: 2462.398193
	Iteration 11Q: 3 clusters Score -256227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -256230.031250 Penalty: 2462.398193
	Iteration 12Q: 3 clusters Score -256230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -256232.265625 Penalty: 2462.398193
	Iteration 13Q: 3 clusters Score -256232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -256233.593750 Penalty: 2462.398193
	Iteration 14Q: 3 clusters Score -256233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -256235.656250 Penalty: 2462.398193
	Iteration 15Q: 3 clusters Score -256235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -256236.156250 Penalty: 2462.398193
	Iteration 16Q: 3 clusters Score -256236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -256238.687500 Penalty: 2462.398193
	Iteration 17Q: 3 clusters Score -256238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -256242.203125 Penalty: 2462.398193
	Iteration 18Q: 3 clusters Score -256242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -256246.984375 Penalty: 2462.398193
	Iteration 19Q: 3 clusters Score -256247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -256251.078125 Penalty: 2462.398193
	Iteration 20F: 3 clusters Score -256251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -256253.515625 Penalty: 2462.398193
	Iteration 21Q: 3 clusters Score -256253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -256254.515625 Penalty: 2462.398193
	Iteration 22Q: 3 clusters Score -256254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -256256.281250 Penalty: 2462.398193
	Iteration 23Q: 3 clusters Score -256256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -256256.281250 Penalty: 2462.398193
	Iteration 24Q: 3 clusters Score -256256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -256256.281250 Penalty: 2462.398193
	Iteration 25F: 3 clusters Score -256256.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -305558.187500 Penalty: 1259.264893
	Iteration 0F: 2 clusters Score -305558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -303256.062500 Penalty: 2518.529785
	Iteration 0F: 3 clusters Score -303256.1 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -303743.500000 Penalty: 2518.529785
	Iteration 1F: 3 clusters Score -303743.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -303845.843750 Penalty: 2518.529785
	Iteration 2F: 3 clusters Score -303845.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -303901.656250 Penalty: 2518.529785
	Iteration 3Q: 3 clusters Score -303901.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -303931.656250 Penalty: 2518.529785
	Iteration 4Q: 3 clusters Score -303931.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -303951.500000 Penalty: 2518.529785
	Iteration 5Q: 3 clusters Score -303951.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -303967.812500 Penalty: 2518.529785
	Iteration 6Q: 3 clusters Score -303967.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -303978.468750 Penalty: 2518.529785
	Iteration 7Q: 3 clusters Score -303978.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -303990.250000 Penalty: 2518.529785
	Iteration 8Q: 3 clusters Score -303990.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -303999.281250 Penalty: 2518.529785
	Iteration 9Q: 3 clusters Score -303999.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -304007.750000 Penalty: 2518.529785
	Iteration 10Q: 3 clusters Score -304007.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -304015.468750 Penalty: 2518.529785
	Iteration 11Q: 3 clusters Score -304015.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -304019.250000 Penalty: 2518.529785
	Iteration 12Q: 3 clusters Score -304019.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -304022.312500 Penalty: 2518.529785
	Iteration 13Q: 3 clusters Score -304022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -304027.187500 Penalty: 2518.529785
	Iteration 14Q: 3 clusters Score -304027.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -304030.187500 Penalty: 2518.529785
	Iteration 15Q: 3 clusters Score -304030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -304033.437500 Penalty: 2518.529785
	Iteration 16Q: 3 clusters Score -304033.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -304036.531250 Penalty: 2518.529785
	Iteration 17Q: 3 clusters Score -304036.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -304039.093750 Penalty: 2518.529785
	Iteration 18Q: 3 clusters Score -304039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -304041.000000 Penalty: 2518.529785
	Iteration 19Q: 3 clusters Score -304041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -304044.468750 Penalty: 2518.529785
	Iteration 20F: 3 clusters Score -304044.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -304046.406250 Penalty: 2518.529785
	Iteration 21Q: 3 clusters Score -304046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -304049.187500 Penalty: 2518.529785
	Iteration 22Q: 3 clusters Score -304049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -304054.125000 Penalty: 2518.529785
	Iteration 23Q: 3 clusters Score -304054.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -304057.687500 Penalty: 2518.529785
	Iteration 24Q: 3 clusters Score -304057.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -304062.343750 Penalty: 2518.529785
	Iteration 25Q: 3 clusters Score -304062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -304065.375000 Penalty: 2518.529785
	Iteration 26Q: 3 clusters Score -304065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -304067.187500 Penalty: 2518.529785
	Iteration 27Q: 3 clusters Score -304067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -304070.031250 Penalty: 2518.529785
	Iteration 28Q: 3 clusters Score -304070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -304069.843750 Penalty: 2518.529785
	Iteration 29Q: 3 clusters Score -304069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -304070.031250 Penalty: 2518.529785
	Iteration 30Q: 3 clusters Score -304070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -304070.031250 Penalty: 2518.529785
	Iteration 31F: 3 clusters Score -304070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -41022.679688 Penalty: 970.744080
	Iteration 0F: 2 clusters Score -41022.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40253.320312 Penalty: 1941.488159
	Iteration 0F: 3 clusters Score -40253.32 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40575.832031 Penalty: 1941.488159
	Iteration 1F: 3 clusters Score -40575.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40681.828125 Penalty: 1941.488159
	Iteration 2F: 3 clusters Score -40681.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40750.019531 Penalty: 1941.488159
	Iteration 3Q: 3 clusters Score -40750.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40764.378906 Penalty: 1941.488159
	Iteration 4Q: 3 clusters Score -40764.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40788.875000 Penalty: 1941.488159
	Iteration 5Q: 3 clusters Score -40788.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40799.382812 Penalty: 1941.488159
	Iteration 6Q: 3 clusters Score -40799.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -40813.578125 Penalty: 1941.488159
	Iteration 7Q: 3 clusters Score -40813.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40815.636719 Penalty: 1941.488159
	Iteration 8Q: 3 clusters Score -40815.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40815.636719 Penalty: 1941.488159
	Iteration 9F: 3 clusters Score -40815.64 nChanged 0
22->21 Clusters: Score -53942380.000000, best is -53944868.000000

Starting from 23 clusters...
--- Clustering full data set of 418993 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 19027 members 
Mstep: Class 3 contains 18848 members 
Mstep: Class 4 contains 19161 members 
Mstep: Class 5 contains 19059 members 
Mstep: Class 6 contains 19104 members 
Mstep: Class 7 contains 19125 members 
Mstep: Class 8 contains 19096 members 
Mstep: Class 9 contains 19139 members 
Mstep: Class 10 contains 19093 members 
Mstep: Class 11 contains 19227 members 
Mstep: Class 12 contains 19035 members 
Mstep: Class 13 contains 19061 members 
Mstep: Class 14 contains 19050 members 
Mstep: Class 15 contains 18986 members 
Mstep: Class 16 contains 19099 members 
Mstep: Class 17 contains 18944 members 
Mstep: Class 18 contains 19104 members 
Mstep: Class 19 contains 18816 members 
Mstep: Class 20 contains 19115 members 
Mstep: Class 21 contains 18919 members 
Mstep: Class 22 contains 18974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1114.909546 but Gain 2103.660156
Score: -51639852.000000 Penalty: 44176.890625
Iteration 0F: 22 clusters Score -5.163985e+07 nChanged 399550
Entering Unmasked Mstep 
Mstep: Class 0 contains 601 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7811 members 
Mstep: Class 3 contains 12633 members 
Mstep: Class 4 contains 12817 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 12888 members 
Mstep: Class 8 contains 11554 members 
Mstep: Class 9 contains 3133 members 
Mstep: Class 10 contains 20051 members 
Mstep: Class 11 contains 8474 members 
Mstep: Class 12 contains 3801 members 
Mstep: Class 13 contains 48294 members 
Mstep: Class 14 contains 32907 members 
Mstep: Class 15 contains 6109 members 
Mstep: Class 16 contains 11212 members 
Mstep: Class 17 contains 15839 members 
Mstep: Class 18 contains 5585 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 162058 members 
Mstep: Class 22 contains 25397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53106464.000000 Penalty: 44176.890625
Iteration 1F: 22 clusters Score -5.310646e+07 nChanged 133683
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 11555 members 
Mstep: Class 4 contains 6082 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 10039 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 17040 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 62279 members 
Mstep: Class 14 contains 34074 members 
Mstep: Class 15 contains 6703 members 
Mstep: Class 16 contains 7912 members 
Mstep: Class 17 contains 10961 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 187296 members 
Mstep: Class 22 contains 24176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2044.720947 but Gain 2103.660156
Score: -53253228.000000 Penalty: 42073.230469
Iteration 2F: 21 clusters Score -5.325323e+07 nChanged 93668
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 13742 members 
Mstep: Class 4 contains 8295 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 3663 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 6715 members 
Mstep: Class 9 contains 1055 members 
Mstep: Class 10 contains 17020 members 
Mstep: Class 11 contains 6513 members 
Mstep: Class 13 contains 84012 members 
Mstep: Class 14 contains 35320 members 
Mstep: Class 15 contains 9524 members 
Mstep: Class 16 contains 7437 members 
Mstep: Class 17 contains 7713 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 164647 members 
Mstep: Class 22 contains 25330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53402912.000000 Penalty: 42073.230469
Iteration 3F: 21 clusters Score -5.340291e+07 nChanged 87845
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 17723 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 14149 members 
Mstep: Class 8 contains 5406 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 18048 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 13 contains 99902 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 9974 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 2948 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 133738 members 
Mstep: Class 22 contains 26860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1701.241333 but Gain 2103.664062
Score: -53538696.000000 Penalty: 39969.566406
Iteration 4F: 20 clusters Score -5.35387e+07 nChanged 74109
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 20947 members 
Mstep: Class 4 contains 25509 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 17492 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 19898 members 
Mstep: Class 11 contains 5260 members 
Mstep: Class 13 contains 99543 members 
Mstep: Class 14 contains 30284 members 
Mstep: Class 15 contains 17979 members 
Mstep: Class 16 contains 15544 members 
Mstep: Class 17 contains 4460 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 113707 members 
Mstep: Class 22 contains 27439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1922.014526 but Gain 2103.660156
Score: -53635852.000000 Penalty: 37865.906250
Iteration 5F: 19 clusters Score -5.363585e+07 nChanged 62233
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 3 contains 22146 members 
Mstep: Class 4 contains 36594 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 20098 members 
Mstep: Class 8 contains 4134 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 21651 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 13 contains 87509 members 
Mstep: Class 14 contains 28783 members 
Mstep: Class 15 contains 20084 members 
Mstep: Class 16 contains 22905 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 20 contains 103338 members 
Mstep: Class 22 contains 27437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53705828.000000 Penalty: 37865.906250
Iteration 6F: 19 clusters Score -5.370583e+07 nChanged 51296
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 46650 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 22667 members 
Mstep: Class 8 contains 3437 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 21997 members 
Mstep: Class 11 contains 6363 members 
Mstep: Class 13 contains 72718 members 
Mstep: Class 14 contains 29990 members 
Mstep: Class 15 contains 20825 members 
Mstep: Class 16 contains 30513 members 
Mstep: Class 17 contains 3838 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 20 contains 94443 members 
Mstep: Class 22 contains 27924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53759876.000000 Penalty: 37865.906250
Iteration 7F: 19 clusters Score -5.375988e+07 nChanged 40775
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 22532 members 
Mstep: Class 4 contains 54257 members 
Mstep: Class 6 contains 5895 members 
Mstep: Class 7 contains 25470 members 
Mstep: Class 8 contains 2549 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 21414 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 13 contains 61272 members 
Mstep: Class 14 contains 32483 members 
Mstep: Class 15 contains 21015 members 
Mstep: Class 16 contains 37409 members 
Mstep: Class 17 contains 3847 members 
Mstep: Class 18 contains 2845 members 
Mstep: Class 20 contains 85086 members 
Mstep: Class 22 contains 28616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53801268.000000 Penalty: 37865.906250
Iteration 8F: 19 clusters Score -5.380127e+07 nChanged 31314
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 22515 members 
Mstep: Class 4 contains 58943 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 28127 members 
Mstep: Class 8 contains 1807 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 20174 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 13 contains 53789 members 
Mstep: Class 14 contains 34619 members 
Mstep: Class 15 contains 21023 members 
Mstep: Class 16 contains 43261 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 20 contains 76733 members 
Mstep: Class 22 contains 29622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1931.961548 but Gain 2103.660156
Score: -53832696.000000 Penalty: 35762.246094
Iteration 9F: 18 clusters Score -5.38327e+07 nChanged 24978
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 61686 members 
Mstep: Class 6 contains 6936 members 
Mstep: Class 7 contains 30503 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 18937 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 13 contains 49594 members 
Mstep: Class 14 contains 35661 members 
Mstep: Class 15 contains 20963 members 
Mstep: Class 16 contains 48384 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 20 contains 70213 members 
Mstep: Class 22 contains 30802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855252.000000 Penalty: 35762.246094
Iteration 10F: 18 clusters Score -5.385525e+07 nChanged 18471
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 22376 members 
Mstep: Class 4 contains 63096 members 
Mstep: Class 6 contains 7206 members 
Mstep: Class 7 contains 32225 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 17431 members 
Mstep: Class 11 contains 7723 members 
Mstep: Class 13 contains 47456 members 
Mstep: Class 14 contains 36179 members 
Mstep: Class 15 contains 20793 members 
Mstep: Class 16 contains 51316 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 20 contains 65896 members 
Mstep: Class 22 contains 31776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53870368.000000 Penalty: 35762.246094
Iteration 11Q: 18 clusters Score -5.387037e+07 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 22285 members 
Mstep: Class 4 contains 63791 members 
Mstep: Class 6 contains 7524 members 
Mstep: Class 7 contains 33388 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 16051 members 
Mstep: Class 11 contains 7583 members 
Mstep: Class 13 contains 46342 members 
Mstep: Class 14 contains 36643 members 
Mstep: Class 15 contains 20582 members 
Mstep: Class 16 contains 53060 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 20 contains 63615 members 
Mstep: Class 22 contains 32225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53882500.000000 Penalty: 35762.246094
Iteration 12Q: 18 clusters Score -5.38825e+07 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 22018 members 
Mstep: Class 4 contains 63923 members 
Mstep: Class 6 contains 7919 members 
Mstep: Class 7 contains 34051 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 14807 members 
Mstep: Class 11 contains 7322 members 
Mstep: Class 13 contains 45438 members 
Mstep: Class 14 contains 37703 members 
Mstep: Class 15 contains 20377 members 
Mstep: Class 16 contains 54099 members 
Mstep: Class 17 contains 4904 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 20 contains 62772 members 
Mstep: Class 22 contains 32198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53891568.000000 Penalty: 35762.246094
Iteration 13Q: 18 clusters Score -5.389157e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 21495 members 
Mstep: Class 4 contains 63797 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 34416 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 13806 members 
Mstep: Class 11 contains 7014 members 
Mstep: Class 13 contains 44430 members 
Mstep: Class 14 contains 39300 members 
Mstep: Class 15 contains 20225 members 
Mstep: Class 16 contains 54654 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 20 contains 62827 members 
Mstep: Class 22 contains 31803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53898364.000000 Penalty: 35762.246094
Iteration 14Q: 18 clusters Score -5.389836e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 20793 members 
Mstep: Class 4 contains 63575 members 
Mstep: Class 6 contains 8805 members 
Mstep: Class 7 contains 34604 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 13 contains 43232 members 
Mstep: Class 14 contains 41254 members 
Mstep: Class 15 contains 20122 members 
Mstep: Class 16 contains 54989 members 
Mstep: Class 17 contains 5761 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 20 contains 63552 members 
Mstep: Class 22 contains 31196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53903612.000000 Penalty: 35762.246094
Iteration 15Q: 18 clusters Score -5.390361e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 20034 members 
Mstep: Class 4 contains 63349 members 
Mstep: Class 6 contains 9182 members 
Mstep: Class 7 contains 34734 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 11965 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 13 contains 41606 members 
Mstep: Class 14 contains 43449 members 
Mstep: Class 15 contains 20065 members 
Mstep: Class 16 contains 55188 members 
Mstep: Class 17 contains 6111 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 20 contains 64844 members 
Mstep: Class 22 contains 30361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53909112.000000 Penalty: 35762.246094
Iteration 16Q: 18 clusters Score -5.390911e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 63151 members 
Mstep: Class 6 contains 9525 members 
Mstep: Class 7 contains 34838 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 13 contains 39572 members 
Mstep: Class 14 contains 45816 members 
Mstep: Class 15 contains 20039 members 
Mstep: Class 16 contains 55322 members 
Mstep: Class 17 contains 6396 members 
Mstep: Class 18 contains 4085 members 
Mstep: Class 20 contains 66588 members 
Mstep: Class 22 contains 29382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53914216.000000 Penalty: 35762.246094
Iteration 17Q: 18 clusters Score -5.391422e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1263 members 
Mstep: Class 3 contains 18612 members 
Mstep: Class 4 contains 63019 members 
Mstep: Class 6 contains 9844 members 
Mstep: Class 7 contains 34925 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 5766 members 
Mstep: Class 13 contains 37261 members 
Mstep: Class 14 contains 48235 members 
Mstep: Class 15 contains 20020 members 
Mstep: Class 16 contains 55403 members 
Mstep: Class 17 contains 6622 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 20 contains 68485 members 
Mstep: Class 22 contains 28333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53919164.000000 Penalty: 35762.246094
Iteration 18Q: 18 clusters Score -5.391916e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 18063 members 
Mstep: Class 4 contains 62926 members 
Mstep: Class 6 contains 10107 members 
Mstep: Class 7 contains 34975 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 9929 members 
Mstep: Class 11 contains 5515 members 
Mstep: Class 13 contains 35006 members 
Mstep: Class 14 contains 50538 members 
Mstep: Class 15 contains 20017 members 
Mstep: Class 16 contains 55457 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 20 contains 70278 members 
Mstep: Class 22 contains 27289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53923352.000000 Penalty: 35762.246094
Iteration 19Q: 18 clusters Score -5.392335e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 17628 members 
Mstep: Class 4 contains 62832 members 
Mstep: Class 6 contains 10330 members 
Mstep: Class 7 contains 35028 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 5293 members 
Mstep: Class 13 contains 33013 members 
Mstep: Class 14 contains 52576 members 
Mstep: Class 15 contains 20017 members 
Mstep: Class 16 contains 55457 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 4710 members 
Mstep: Class 20 contains 71956 members 
Mstep: Class 22 contains 26246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53927592.000000 Penalty: 35762.246094
Iteration 20F: 18 clusters Score -5.392759e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 17219 members 
Mstep: Class 4 contains 62710 members 
Mstep: Class 6 contains 10539 members 
Mstep: Class 7 contains 35087 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 9070 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 13 contains 31430 members 
Mstep: Class 14 contains 54490 members 
Mstep: Class 15 contains 20014 members 
Mstep: Class 16 contains 55417 members 
Mstep: Class 17 contains 6996 members 
Mstep: Class 18 contains 5014 members 
Mstep: Class 20 contains 73331 members 
Mstep: Class 22 contains 25217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931160.000000 Penalty: 35762.246094
Iteration 21Q: 18 clusters Score -5.393116e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 16902 members 
Mstep: Class 4 contains 62610 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 35135 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 11 contains 4840 members 
Mstep: Class 13 contains 30225 members 
Mstep: Class 14 contains 56144 members 
Mstep: Class 15 contains 20011 members 
Mstep: Class 16 contains 55319 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 20 contains 74421 members 
Mstep: Class 22 contains 24279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933940.000000 Penalty: 35762.246094
Iteration 22Q: 18 clusters Score -5.393394e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 16613 members 
Mstep: Class 4 contains 62529 members 
Mstep: Class 6 contains 10878 members 
Mstep: Class 7 contains 35183 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 8415 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 13 contains 29471 members 
Mstep: Class 14 contains 57559 members 
Mstep: Class 15 contains 20024 members 
Mstep: Class 16 contains 55168 members 
Mstep: Class 17 contains 7082 members 
Mstep: Class 18 contains 5833 members 
Mstep: Class 20 contains 75071 members 
Mstep: Class 22 contains 23482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53935624.000000 Penalty: 35762.246094
Iteration 23Q: 18 clusters Score -5.393562e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 62448 members 
Mstep: Class 6 contains 11005 members 
Mstep: Class 7 contains 35206 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 13 contains 29049 members 
Mstep: Class 14 contains 58627 members 
Mstep: Class 15 contains 20029 members 
Mstep: Class 16 contains 55018 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 6289 members 
Mstep: Class 20 contains 75595 members 
Mstep: Class 22 contains 22782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936712.000000 Penalty: 35762.246094
Iteration 24Q: 18 clusters Score -5.393671e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 16209 members 
Mstep: Class 4 contains 62404 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 35223 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 7946 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 13 contains 28783 members 
Mstep: Class 14 contains 59408 members 
Mstep: Class 15 contains 20023 members 
Mstep: Class 16 contains 54898 members 
Mstep: Class 17 contains 7103 members 
Mstep: Class 18 contains 6778 members 
Mstep: Class 20 contains 76002 members 
Mstep: Class 22 contains 22186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53937120.000000 Penalty: 35762.246094
Iteration 25Q: 18 clusters Score -5.393712e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 984 members 
Mstep: Class 3 contains 16075 members 
Mstep: Class 4 contains 62368 members 
Mstep: Class 6 contains 11234 members 
Mstep: Class 7 contains 35238 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 4161 members 
Mstep: Class 13 contains 28620 members 
Mstep: Class 14 contains 60070 members 
Mstep: Class 15 contains 20014 members 
Mstep: Class 16 contains 54796 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 7295 members 
Mstep: Class 20 contains 76250 members 
Mstep: Class 22 contains 21683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53937324.000000 Penalty: 35762.246094
Iteration 26Q: 18 clusters Score -5.393732e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 15963 members 
Mstep: Class 4 contains 62347 members 
Mstep: Class 6 contains 11355 members 
Mstep: Class 7 contains 35262 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 4006 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 60600 members 
Mstep: Class 15 contains 20013 members 
Mstep: Class 16 contains 54688 members 
Mstep: Class 17 contains 7116 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 20 contains 76432 members 
Mstep: Class 22 contains 21232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53937480.000000 Penalty: 35762.246094
Iteration 27Q: 18 clusters Score -5.393748e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 15863 members 
Mstep: Class 4 contains 62326 members 
Mstep: Class 6 contains 11477 members 
Mstep: Class 7 contains 35295 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 3853 members 
Mstep: Class 13 contains 28472 members 
Mstep: Class 14 contains 61019 members 
Mstep: Class 15 contains 20000 members 
Mstep: Class 16 contains 54587 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 8356 members 
Mstep: Class 20 contains 76588 members 
Mstep: Class 22 contains 20832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938016.000000 Penalty: 35762.246094
Iteration 28Q: 18 clusters Score -5.393802e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 15795 members 
Mstep: Class 4 contains 62307 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 35307 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 7396 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 13 contains 28462 members 
Mstep: Class 14 contains 61340 members 
Mstep: Class 15 contains 19976 members 
Mstep: Class 16 contains 54493 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 8911 members 
Mstep: Class 20 contains 76716 members 
Mstep: Class 22 contains 20506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938280.000000 Penalty: 35762.246094
Iteration 29Q: 18 clusters Score -5.393828e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 886 members 
Mstep: Class 3 contains 15743 members 
Mstep: Class 4 contains 62307 members 
Mstep: Class 6 contains 11685 members 
Mstep: Class 7 contains 35289 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 7305 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 13 contains 28428 members 
Mstep: Class 14 contains 61607 members 
Mstep: Class 15 contains 19950 members 
Mstep: Class 16 contains 54398 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 9520 members 
Mstep: Class 20 contains 76813 members 
Mstep: Class 22 contains 20230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938756.000000 Penalty: 35762.246094
Iteration 30Q: 18 clusters Score -5.393876e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 62325 members 
Mstep: Class 6 contains 11732 members 
Mstep: Class 7 contains 35243 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 3457 members 
Mstep: Class 13 contains 28385 members 
Mstep: Class 14 contains 61857 members 
Mstep: Class 15 contains 19914 members 
Mstep: Class 16 contains 54319 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 10113 members 
Mstep: Class 20 contains 76855 members 
Mstep: Class 22 contains 20002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938932.000000 Penalty: 35762.246094
Iteration 31Q: 18 clusters Score -5.393893e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 850 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62347 members 
Mstep: Class 6 contains 11758 members 
Mstep: Class 7 contains 35167 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 7168 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 13 contains 28340 members 
Mstep: Class 14 contains 62057 members 
Mstep: Class 15 contains 19864 members 
Mstep: Class 16 contains 54260 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 10694 members 
Mstep: Class 20 contains 76930 members 
Mstep: Class 22 contains 19784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939332.000000 Penalty: 35762.246094
Iteration 32Q: 18 clusters Score -5.393933e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 15663 members 
Mstep: Class 4 contains 62366 members 
Mstep: Class 6 contains 11789 members 
Mstep: Class 7 contains 35093 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 13 contains 28295 members 
Mstep: Class 14 contains 62179 members 
Mstep: Class 15 contains 19812 members 
Mstep: Class 16 contains 54210 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 11235 members 
Mstep: Class 20 contains 77041 members 
Mstep: Class 22 contains 19597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939528.000000 Penalty: 35762.246094
Iteration 33Q: 18 clusters Score -5.393953e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 62403 members 
Mstep: Class 6 contains 11807 members 
Mstep: Class 7 contains 35040 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 13 contains 28258 members 
Mstep: Class 14 contains 62281 members 
Mstep: Class 15 contains 19782 members 
Mstep: Class 16 contains 54164 members 
Mstep: Class 17 contains 7100 members 
Mstep: Class 18 contains 11622 members 
Mstep: Class 20 contains 77139 members 
Mstep: Class 22 contains 19439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939600.000000 Penalty: 35762.246094
Iteration 34Q: 18 clusters Score -5.39396e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 15641 members 
Mstep: Class 4 contains 62416 members 
Mstep: Class 6 contains 11799 members 
Mstep: Class 7 contains 35007 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 7051 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 13 contains 28216 members 
Mstep: Class 14 contains 62368 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 54154 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 20 contains 77228 members 
Mstep: Class 22 contains 19303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939632.000000 Penalty: 35762.246094
Iteration 35Q: 18 clusters Score -5.393963e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 15634 members 
Mstep: Class 4 contains 62456 members 
Mstep: Class 6 contains 11800 members 
Mstep: Class 7 contains 34999 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 7026 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 13 contains 28168 members 
Mstep: Class 14 contains 62411 members 
Mstep: Class 15 contains 19752 members 
Mstep: Class 16 contains 54142 members 
Mstep: Class 17 contains 7094 members 
Mstep: Class 18 contains 12085 members 
Mstep: Class 20 contains 77331 members 
Mstep: Class 22 contains 19191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939628.000000 Penalty: 35762.246094
Iteration 36Q: 18 clusters Score -5.393963e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 15631 members 
Mstep: Class 4 contains 62486 members 
Mstep: Class 6 contains 11800 members 
Mstep: Class 7 contains 34984 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 13 contains 28144 members 
Mstep: Class 14 contains 62436 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 54136 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 20 contains 77444 members 
Mstep: Class 22 contains 19095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939620.000000 Penalty: 35762.246094
Iteration 37Q: 18 clusters Score -5.393962e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 15628 members 
Mstep: Class 4 contains 62523 members 
Mstep: Class 6 contains 11789 members 
Mstep: Class 7 contains 34991 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 6965 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 13 contains 28133 members 
Mstep: Class 14 contains 62442 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 54144 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 12226 members 
Mstep: Class 20 contains 77563 members 
Mstep: Class 22 contains 18996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939672.000000 Penalty: 35762.246094
Iteration 38Q: 18 clusters Score -5.393967e+07 nChanged 577
Entering ConstructFrom: 
Score: -53939672.000000 Penalty: 35762.246094
Entering ConstructFrom: 
Trying to split cluster 1 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -271390.343750 Penalty: 1254.141846
	Iteration 0F: 2 clusters Score -271390.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -269140.031250 Penalty: 2508.283691
	Iteration 0F: 3 clusters Score -269140 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269687.093750 Penalty: 2508.283691
	Iteration 1F: 3 clusters Score -269687.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -269827.031250 Penalty: 2508.283691
	Iteration 2F: 3 clusters Score -269827 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -269905.375000 Penalty: 2508.283691
	Iteration 3F: 3 clusters Score -269905.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -269962.968750 Penalty: 2508.283691
	Iteration 4Q: 3 clusters Score -269963 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -270019.156250 Penalty: 2508.283691
	Iteration 5Q: 3 clusters Score -270019.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -270063.312500 Penalty: 2508.283691
	Iteration 6Q: 3 clusters Score -270063.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -270089.093750 Penalty: 2508.283691
	Iteration 7Q: 3 clusters Score -270089.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -270103.843750 Penalty: 2508.283691
	Iteration 8Q: 3 clusters Score -270103.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -270113.937500 Penalty: 2508.283691
	Iteration 9Q: 3 clusters Score -270113.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -270119.187500 Penalty: 2508.283691
	Iteration 10Q: 3 clusters Score -270119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -270121.781250 Penalty: 2508.283691
	Iteration 11Q: 3 clusters Score -270121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -270125.937500 Penalty: 2508.283691
	Iteration 12Q: 3 clusters Score -270125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -270131.750000 Penalty: 2508.283691
	Iteration 13Q: 3 clusters Score -270131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -270137.781250 Penalty: 2508.283691
	Iteration 14Q: 3 clusters Score -270137.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -270144.125000 Penalty: 2508.283691
	Iteration 15Q: 3 clusters Score -270144.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -270152.562500 Penalty: 2508.283691
	Iteration 16Q: 3 clusters Score -270152.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -270168.281250 Penalty: 2508.283691
	Iteration 17Q: 3 clusters Score -270168.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -270187.343750 Penalty: 2508.283691
	Iteration 18Q: 3 clusters Score -270187.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -270205.125000 Penalty: 2508.283691
	Iteration 19Q: 3 clusters Score -270205.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -270223.125000 Penalty: 2508.283691
	Iteration 20F: 3 clusters Score -270223.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -270247.312500 Penalty: 2508.283691
	Iteration 21Q: 3 clusters Score -270247.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -270271.343750 Penalty: 2508.283691
	Iteration 22Q: 3 clusters Score -270271.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -270296.031250 Penalty: 2508.283691
	Iteration 23Q: 3 clusters Score -270296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -270319.000000 Penalty: 2508.283691
	Iteration 24Q: 3 clusters Score -270319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -270333.156250 Penalty: 2508.283691
	Iteration 25Q: 3 clusters Score -270333.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -270357.000000 Penalty: 2508.283691
	Iteration 26Q: 3 clusters Score -270357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -270375.750000 Penalty: 2508.283691
	Iteration 27Q: 3 clusters Score -270375.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -270419.343750 Penalty: 2508.283691
	Iteration 28Q: 3 clusters Score -270419.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -270464.250000 Penalty: 2508.283691
	Iteration 29Q: 3 clusters Score -270464.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -270492.562500 Penalty: 2508.283691
	Iteration 30Q: 3 clusters Score -270492.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -270522.937500 Penalty: 2508.283691
	Iteration 31Q: 3 clusters Score -270522.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -270550.093750 Penalty: 2508.283691
	Iteration 32Q: 3 clusters Score -270550.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -270573.000000 Penalty: 2508.283691
	Iteration 33Q: 3 clusters Score -270573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -270591.687500 Penalty: 2508.283691
	Iteration 34Q: 3 clusters Score -270591.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -270607.906250 Penalty: 2508.283691
	Iteration 35Q: 3 clusters Score -270607.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -270623.625000 Penalty: 2508.283691
	Iteration 36Q: 3 clusters Score -270623.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -270636.406250 Penalty: 2508.283691
	Iteration 37Q: 3 clusters Score -270636.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -270650.125000 Penalty: 2508.283691
	Iteration 38Q: 3 clusters Score -270650.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -270664.343750 Penalty: 2508.283691
	Iteration 39Q: 3 clusters Score -270664.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -270675.218750 Penalty: 2508.283691
	Iteration 40F: 3 clusters Score -270675.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -270684.656250 Penalty: 2508.283691
	Iteration 41Q: 3 clusters Score -270684.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -270693.406250 Penalty: 2508.283691
	Iteration 42Q: 3 clusters Score -270693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -270700.937500 Penalty: 2508.283691
	Iteration 43Q: 3 clusters Score -270700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -270707.093750 Penalty: 2508.283691
	Iteration 44Q: 3 clusters Score -270707.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -270712.156250 Penalty: 2508.283691
	Iteration 45Q: 3 clusters Score -270712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -270715.687500 Penalty: 2508.283691
	Iteration 46Q: 3 clusters Score -270715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -270718.031250 Penalty: 2508.283691
	Iteration 47Q: 3 clusters Score -270718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -270722.281250 Penalty: 2508.283691
	Iteration 48Q: 3 clusters Score -270722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -270724.343750 Penalty: 2508.283691
	Iteration 49Q: 3 clusters Score -270724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -270727.843750 Penalty: 2508.283691
	Iteration 50Q: 3 clusters Score -270727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -270730.000000 Penalty: 2508.283691
	Iteration 51Q: 3 clusters Score -270730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -270730.312500 Penalty: 2508.283691
	Iteration 52Q: 3 clusters Score -270730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -270730.937500 Penalty: 2508.283691
	Iteration 53Q: 3 clusters Score -270730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -270731.343750 Penalty: 2508.283691
	Iteration 54Q: 3 clusters Score -270731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -270731.968750 Penalty: 2508.283691
	Iteration 55Q: 3 clusters Score -270732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -270732.531250 Penalty: 2508.283691
	Iteration 56Q: 3 clusters Score -270732.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -270732.531250 Penalty: 2508.283691
	Iteration 57F: 3 clusters Score -270732.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -85400.250000 Penalty: 1084.821289
	Iteration 0F: 2 clusters Score -85400.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84111.710938 Penalty: 2169.642578
	Iteration 0F: 3 clusters Score -84111.71 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84416.882812 Penalty: 2169.642578
	Iteration 1F: 3 clusters Score -84416.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -84553.968750 Penalty: 2169.642578
	Iteration 2F: 3 clusters Score -84553.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84655.265625 Penalty: 2169.642578
	Iteration 3F: 3 clusters Score -84655.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -84722.914062 Penalty: 2169.642578
	Iteration 4F: 3 clusters Score -84722.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -84835.921875 Penalty: 2169.642578
	Iteration 5Q: 3 clusters Score -84835.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -84903.046875 Penalty: 2169.642578
	Iteration 6Q: 3 clusters Score -84903.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -84961.789062 Penalty: 2169.642578
	Iteration 7Q: 3 clusters Score -84961.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -84987.773438 Penalty: 2169.642578
	Iteration 8Q: 3 clusters Score -84987.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85039.906250 Penalty: 2169.642578
	Iteration 9Q: 3 clusters Score -85039.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -85085.671875 Penalty: 2169.642578
	Iteration 10Q: 3 clusters Score -85085.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -85098.218750 Penalty: 2169.642578
	Iteration 11Q: 3 clusters Score -85098.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -85109.687500 Penalty: 2169.642578
	Iteration 12Q: 3 clusters Score -85109.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85112.859375 Penalty: 2169.642578
	Iteration 13Q: 3 clusters Score -85112.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -85116.523438 Penalty: 2169.642578
	Iteration 14Q: 3 clusters Score -85116.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -85125.812500 Penalty: 2169.642578
	Iteration 15F: 3 clusters Score -85125.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -85147.031250 Penalty: 2169.642578
	Iteration 16Q: 3 clusters Score -85147.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85154.257812 Penalty: 2169.642578
	Iteration 17Q: 3 clusters Score -85154.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -85158.039062 Penalty: 2169.642578
	Iteration 18Q: 3 clusters Score -85158.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -85159.164062 Penalty: 2169.642578
	Iteration 19Q: 3 clusters Score -85159.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -85175.812500 Penalty: 2169.642578
	Iteration 20F: 3 clusters Score -85175.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -85216.531250 Penalty: 2169.642578
	Iteration 21Q: 3 clusters Score -85216.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -85262.226562 Penalty: 2169.642578
	Iteration 22Q: 3 clusters Score -85262.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85300.187500 Penalty: 2169.642578
	Iteration 23Q: 3 clusters Score -85300.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -85310.039062 Penalty: 2169.642578
	Iteration 24Q: 3 clusters Score -85310.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -85316.304688 Penalty: 2169.642578
	Iteration 25Q: 3 clusters Score -85316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -85322.648438 Penalty: 2169.642578
	Iteration 26Q: 3 clusters Score -85322.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -85329.703125 Penalty: 2169.642578
	Iteration 27Q: 3 clusters Score -85329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -85340.679688 Penalty: 2169.642578
	Iteration 28Q: 3 clusters Score -85340.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -85349.125000 Penalty: 2169.642578
	Iteration 29Q: 3 clusters Score -85349.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -85360.679688 Penalty: 2169.642578
	Iteration 30Q: 3 clusters Score -85360.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -85364.695312 Penalty: 2169.642578
	Iteration 31Q: 3 clusters Score -85364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -85365.625000 Penalty: 2169.642578
	Iteration 32Q: 3 clusters Score -85365.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -85365.625000 Penalty: 2169.642578
	Iteration 33F: 3 clusters Score -85365.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Entering Unmasked Estep 
Score: -2067028.875000 Penalty: 1569.202026
	Iteration 0F: 2 clusters Score -2067029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2056275.125000 Penalty: 3138.404053
	Iteration 0F: 3 clusters Score -2056275 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2060033.750000 Penalty: 3138.404053
	Iteration 1F: 3 clusters Score -2060034 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2060398.500000 Penalty: 3138.404053
	Iteration 2F: 3 clusters Score -2060398 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2060687.625000 Penalty: 3138.404053
	Iteration 3Q: 3 clusters Score -2060688 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2060970.250000 Penalty: 3138.404053
	Iteration 4Q: 3 clusters Score -2060970 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2061238.875000 Penalty: 3138.404053
	Iteration 5Q: 3 clusters Score -2061239 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2061538.125000 Penalty: 3138.404053
	Iteration 6Q: 3 clusters Score -2061538 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2061868.625000 Penalty: 3138.404053
	Iteration 7Q: 3 clusters Score -2061869 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2062230.750000 Penalty: 3138.404053
	Iteration 8Q: 3 clusters Score -2062231 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2062551.000000 Penalty: 3138.404053
	Iteration 9Q: 3 clusters Score -2062551 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2062869.000000 Penalty: 3138.404053
	Iteration 10Q: 3 clusters Score -2062869 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2063158.375000 Penalty: 3138.404053
	Iteration 11Q: 3 clusters Score -2063158 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2063427.500000 Penalty: 3138.404053
	Iteration 12Q: 3 clusters Score -2063428 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2063680.000000 Penalty: 3138.404053
	Iteration 13Q: 3 clusters Score -2063680 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2063917.625000 Penalty: 3138.404053
	Iteration 14Q: 3 clusters Score -2063918 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2064162.500000 Penalty: 3138.404053
	Iteration 15Q: 3 clusters Score -2064162 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2064436.250000 Penalty: 3138.404053
	Iteration 16Q: 3 clusters Score -2064436 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2064695.000000 Penalty: 3138.404053
	Iteration 17Q: 3 clusters Score -2064695 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2064947.500000 Penalty: 3138.404053
	Iteration 18Q: 3 clusters Score -2064948 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2065131.750000 Penalty: 3138.404053
	Iteration 19Q: 3 clusters Score -2065132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2065252.125000 Penalty: 3138.404053
	Iteration 20F: 3 clusters Score -2065252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2065315.500000 Penalty: 3138.404053
	Iteration 21Q: 3 clusters Score -2065316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2065363.000000 Penalty: 3138.404053
	Iteration 22Q: 3 clusters Score -2065363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2065396.625000 Penalty: 3138.404053
	Iteration 23Q: 3 clusters Score -2065397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2065426.375000 Penalty: 3138.404053
	Iteration 24Q: 3 clusters Score -2065426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2065447.125000 Penalty: 3138.404053
	Iteration 25Q: 3 clusters Score -2065447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2065464.000000 Penalty: 3138.404053
	Iteration 26Q: 3 clusters Score -2065464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2065479.875000 Penalty: 3138.404053
	Iteration 27Q: 3 clusters Score -2065480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2065494.500000 Penalty: 3138.404053
	Iteration 28Q: 3 clusters Score -2065494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2065506.000000 Penalty: 3138.404053
	Iteration 29Q: 3 clusters Score -2065506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2065523.750000 Penalty: 3138.404053
	Iteration 30Q: 3 clusters Score -2065524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2065527.000000 Penalty: 3138.404053
	Iteration 31Q: 3 clusters Score -2065527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2065535.250000 Penalty: 3138.404053
	Iteration 32Q: 3 clusters Score -2065535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2065536.000000 Penalty: 3138.404053
	Iteration 33Q: 3 clusters Score -2065536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2065543.250000 Penalty: 3138.404053
	Iteration 34Q: 3 clusters Score -2065543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2065549.750000 Penalty: 3138.404053
	Iteration 35Q: 3 clusters Score -2065550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2065554.250000 Penalty: 3138.404053
	Iteration 36Q: 3 clusters Score -2065554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2065559.125000 Penalty: 3138.404053
	Iteration 37Q: 3 clusters Score -2065559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2065567.875000 Penalty: 3138.404053
	Iteration 38Q: 3 clusters Score -2065568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2065574.875000 Penalty: 3138.404053
	Iteration 39Q: 3 clusters Score -2065575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2065581.875000 Penalty: 3138.404053
	Iteration 40F: 3 clusters Score -2065582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2065592.875000 Penalty: 3138.404053
	Iteration 41Q: 3 clusters Score -2065593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2065601.125000 Penalty: 3138.404053
	Iteration 42Q: 3 clusters Score -2065601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2065605.875000 Penalty: 3138.404053
	Iteration 43Q: 3 clusters Score -2065606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2065612.750000 Penalty: 3138.404053
	Iteration 44Q: 3 clusters Score -2065613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2065621.500000 Penalty: 3138.404053
	Iteration 45Q: 3 clusters Score -2065622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2065629.625000 Penalty: 3138.404053
	Iteration 46Q: 3 clusters Score -2065630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2065630.125000 Penalty: 3138.404053
	Iteration 47Q: 3 clusters Score -2065630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2065634.000000 Penalty: 3138.404053
	Iteration 48Q: 3 clusters Score -2065634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2065636.625000 Penalty: 3138.404053
	Iteration 49Q: 3 clusters Score -2065637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2065638.250000 Penalty: 3138.404053
	Iteration 50Q: 3 clusters Score -2065638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2065639.250000 Penalty: 3138.404053
	Iteration 51Q: 3 clusters Score -2065639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2065642.125000 Penalty: 3138.404053
	Iteration 52Q: 3 clusters Score -2065642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2065642.500000 Penalty: 3138.404053
	Iteration 53Q: 3 clusters Score -2065642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2065647.625000 Penalty: 3138.404053
	Iteration 54Q: 3 clusters Score -2065648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2065649.000000 Penalty: 3138.404053
	Iteration 55Q: 3 clusters Score -2065649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2065654.750000 Penalty: 3138.404053
	Iteration 56Q: 3 clusters Score -2065655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2065655.750000 Penalty: 3138.404053
	Iteration 57Q: 3 clusters Score -2065656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2065656.750000 Penalty: 3138.404053
	Iteration 58Q: 3 clusters Score -2065657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2065656.000000 Penalty: 3138.404053
	Iteration 59Q: 3 clusters Score -2065656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2065655.875000 Penalty: 3138.404053
	Iteration 60F: 3 clusters Score -2065656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2065657.250000 Penalty: 3138.404053
	Iteration 61Q: 3 clusters Score -2065657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2065657.250000 Penalty: 3138.404053
	Iteration 62F: 3 clusters Score -2065657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Entering Unmasked Estep 
Score: -8258672.500000 Penalty: 1794.617676
	Iteration 0F: 2 clusters Score -8258672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -8217621.000000 Penalty: 3589.235352
	Iteration 0F: 3 clusters Score -8217621 nChanged 29521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -8234635.500000 Penalty: 3589.235352
	Iteration 1F: 3 clusters Score -8234636 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -8235361.000000 Penalty: 3589.235352
	Iteration 2Q: 3 clusters Score -8235361 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -8236323.500000 Penalty: 3589.235352
	Iteration 3Q: 3 clusters Score -8236324 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -8237849.000000 Penalty: 3589.235352
	Iteration 4F: 3 clusters Score -8237849 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -8240446.500000 Penalty: 3589.235352
	Iteration 5F: 3 clusters Score -8240446 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -8244142.000000 Penalty: 3589.235352
	Iteration 6F: 3 clusters Score -8244142 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -8248355.500000 Penalty: 3589.235352
	Iteration 7F: 3 clusters Score -8248356 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -8251937.500000 Penalty: 3589.235352
	Iteration 8F: 3 clusters Score -8251938 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -8254154.500000 Penalty: 3589.235352
	Iteration 9Q: 3 clusters Score -8254154 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8255405.000000 Penalty: 3589.235352
	Iteration 10Q: 3 clusters Score -8255405 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8256139.000000 Penalty: 3589.235352
	Iteration 11Q: 3 clusters Score -8256139 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8256607.500000 Penalty: 3589.235352
	Iteration 12Q: 3 clusters Score -8256608 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8256874.000000 Penalty: 3589.235352
	Iteration 13Q: 3 clusters Score -8256874 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8257094.500000 Penalty: 3589.235352
	Iteration 14Q: 3 clusters Score -8257094 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8257207.500000 Penalty: 3589.235352
	Iteration 15Q: 3 clusters Score -8257208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8257259.000000 Penalty: 3589.235352
	Iteration 16Q: 3 clusters Score -8257259 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8257276.000000 Penalty: 3589.235352
	Iteration 17Q: 3 clusters Score -8257276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8257324.500000 Penalty: 3589.235352
	Iteration 18Q: 3 clusters Score -8257324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8257325.500000 Penalty: 3589.235352
	Iteration 19Q: 3 clusters Score -8257326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8257342.000000 Penalty: 3589.235352
	Iteration 20F: 3 clusters Score -8257342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8257355.000000 Penalty: 3589.235352
	Iteration 21Q: 3 clusters Score -8257355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8257370.000000 Penalty: 3589.235352
	Iteration 22Q: 3 clusters Score -8257370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8257380.000000 Penalty: 3589.235352
	Iteration 23Q: 3 clusters Score -8257380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8257387.000000 Penalty: 3589.235352
	Iteration 24Q: 3 clusters Score -8257387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8257379.500000 Penalty: 3589.235352
	Iteration 25Q: 3 clusters Score -8257380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8257390.500000 Penalty: 3589.235352
	Iteration 26Q: 3 clusters Score -8257390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8257397.500000 Penalty: 3589.235352
	Iteration 27Q: 3 clusters Score -8257398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8257400.000000 Penalty: 3589.235352
	Iteration 28Q: 3 clusters Score -8257400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8257395.000000 Penalty: 3589.235352
	Iteration 29Q: 3 clusters Score -8257395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8257394.000000 Penalty: 3589.235352
	Iteration 30Q: 3 clusters Score -8257394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8257396.500000 Penalty: 3589.235352
	Iteration 31Q: 3 clusters Score -8257396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8257394.000000 Penalty: 3589.235352
	Iteration 32Q: 3 clusters Score -8257394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8257401.000000 Penalty: 3589.235352
	Iteration 33Q: 3 clusters Score -8257401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8257397.000000 Penalty: 3589.235352
	Iteration 34Q: 3 clusters Score -8257397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8257404.500000 Penalty: 3589.235352
	Iteration 35Q: 3 clusters Score -8257404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8257406.500000 Penalty: 3589.235352
	Iteration 36Q: 3 clusters Score -8257406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8257402.500000 Penalty: 3589.235352
	Iteration 37Q: 3 clusters Score -8257402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8257405.000000 Penalty: 3589.235352
	Iteration 38Q: 3 clusters Score -8257405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8257405.000000 Penalty: 3589.235352
	Iteration 39F: 3 clusters Score -8257405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Entering Unmasked Estep 
Score: -1481074.000000 Penalty: 1523.355957
	Iteration 0F: 2 clusters Score -1481074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1472735.250000 Penalty: 3046.711914
	Iteration 0F: 3 clusters Score -1472735 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1475539.000000 Penalty: 3046.711914
	Iteration 1F: 3 clusters Score -1475539 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1475931.875000 Penalty: 3046.711914
	Iteration 2F: 3 clusters Score -1475932 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1476369.750000 Penalty: 3046.711914
	Iteration 3F: 3 clusters Score -1476370 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1476924.500000 Penalty: 3046.711914
	Iteration 4F: 3 clusters Score -1476924 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1477553.250000 Penalty: 3046.711914
	Iteration 5F: 3 clusters Score -1477553 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1478105.375000 Penalty: 3046.711914
	Iteration 6F: 3 clusters Score -1478105 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1478551.625000 Penalty: 3046.711914
	Iteration 7F: 3 clusters Score -1478552 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1478877.000000 Penalty: 3046.711914
	Iteration 8Q: 3 clusters Score -1478877 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1479106.875000 Penalty: 3046.711914
	Iteration 9Q: 3 clusters Score -1479107 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1479262.125000 Penalty: 3046.711914
	Iteration 10Q: 3 clusters Score -1479262 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1479382.000000 Penalty: 3046.711914
	Iteration 11Q: 3 clusters Score -1479382 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1479488.125000 Penalty: 3046.711914
	Iteration 12Q: 3 clusters Score -1479488 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1479580.750000 Penalty: 3046.711914
	Iteration 13Q: 3 clusters Score -1479581 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1479665.000000 Penalty: 3046.711914
	Iteration 14Q: 3 clusters Score -1479665 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1479728.875000 Penalty: 3046.711914
	Iteration 15Q: 3 clusters Score -1479729 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1479801.750000 Penalty: 3046.711914
	Iteration 16Q: 3 clusters Score -1479802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1479865.375000 Penalty: 3046.711914
	Iteration 17Q: 3 clusters Score -1479865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1479915.625000 Penalty: 3046.711914
	Iteration 18Q: 3 clusters Score -1479916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1479950.500000 Penalty: 3046.711914
	Iteration 19Q: 3 clusters Score -1479950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1479975.500000 Penalty: 3046.711914
	Iteration 20F: 3 clusters Score -1479976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1479991.125000 Penalty: 3046.711914
	Iteration 21Q: 3 clusters Score -1479991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1480007.750000 Penalty: 3046.711914
	Iteration 22Q: 3 clusters Score -1480008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1480012.500000 Penalty: 3046.711914
	Iteration 23Q: 3 clusters Score -1480012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1480015.750000 Penalty: 3046.711914
	Iteration 24Q: 3 clusters Score -1480016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1480024.000000 Penalty: 3046.711914
	Iteration 25Q: 3 clusters Score -1480024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1480024.875000 Penalty: 3046.711914
	Iteration 26Q: 3 clusters Score -1480025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1480031.500000 Penalty: 3046.711914
	Iteration 27Q: 3 clusters Score -1480032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1480036.375000 Penalty: 3046.711914
	Iteration 28Q: 3 clusters Score -1480036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1480040.375000 Penalty: 3046.711914
	Iteration 29Q: 3 clusters Score -1480040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1480042.750000 Penalty: 3046.711914
	Iteration 30Q: 3 clusters Score -1480043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1480044.125000 Penalty: 3046.711914
	Iteration 31Q: 3 clusters Score -1480044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1480045.500000 Penalty: 3046.711914
	Iteration 32Q: 3 clusters Score -1480046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1480045.500000 Penalty: 3046.711914
	Iteration 33F: 3 clusters Score -1480046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Entering Unmasked Estep 
Score: -4591289.500000 Penalty: 1700.161499
	Iteration 0F: 2 clusters Score -4591290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -4567864.500000 Penalty: 3400.322998
	Iteration 0F: 3 clusters Score -4567864 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4577193.000000 Penalty: 3400.322998
	Iteration 1F: 3 clusters Score -4577193 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4577964.000000 Penalty: 3400.322998
	Iteration 2F: 3 clusters Score -4577964 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -4579092.000000 Penalty: 3400.322998
	Iteration 3F: 3 clusters Score -4579092 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -4580783.500000 Penalty: 3400.322998
	Iteration 4F: 3 clusters Score -4580784 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -4583155.000000 Penalty: 3400.322998
	Iteration 5F: 3 clusters Score -4583155 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4585696.000000 Penalty: 3400.322998
	Iteration 6F: 3 clusters Score -4585696 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4587704.000000 Penalty: 3400.322998
	Iteration 7F: 3 clusters Score -4587704 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4588862.000000 Penalty: 3400.322998
	Iteration 8Q: 3 clusters Score -4588862 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4589330.000000 Penalty: 3400.322998
	Iteration 9Q: 3 clusters Score -4589330 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4589517.500000 Penalty: 3400.322998
	Iteration 10Q: 3 clusters Score -4589518 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4589640.000000 Penalty: 3400.322998
	Iteration 11Q: 3 clusters Score -4589640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -4589692.500000 Penalty: 3400.322998
	Iteration 12Q: 3 clusters Score -4589692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4589728.500000 Penalty: 3400.322998
	Iteration 13Q: 3 clusters Score -4589728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4589755.500000 Penalty: 3400.322998
	Iteration 14Q: 3 clusters Score -4589756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4589766.500000 Penalty: 3400.322998
	Iteration 15Q: 3 clusters Score -4589766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4589769.500000 Penalty: 3400.322998
	Iteration 16Q: 3 clusters Score -4589770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4589772.500000 Penalty: 3400.322998
	Iteration 17Q: 3 clusters Score -4589772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4589777.500000 Penalty: 3400.322998
	Iteration 18Q: 3 clusters Score -4589778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4589779.000000 Penalty: 3400.322998
	Iteration 19Q: 3 clusters Score -4589779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4589783.500000 Penalty: 3400.322998
	Iteration 20F: 3 clusters Score -4589784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -49468.617188 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -49468.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48618.332031 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -48618.33 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49122.671875 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -49122.67 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49514.507812 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -49514.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49860.027344 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -49860.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50104.062500 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -50104.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50189.390625 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -50189.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -50208.238281 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -50208.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -50211.042969 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -50211.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50214.742188 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -50214.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50214.742188 Penalty: 2011.852417
	Iteration 9F: 3 clusters Score -50214.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 15625 members 
Mstep: Class 4 contains 62555 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 11784 members 
Mstep: Class 7 contains 34980 members 
Mstep: Class 9 contains 147 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 13 contains 28129 members 
Mstep: Class 14 contains 62426 members 
Mstep: Class 15 contains 19744 members 
Mstep: Class 16 contains 54149 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12270 members 
Mstep: Class 20 contains 77685 members 
Mstep: Class 22 contains 18899 members 
Entering Unmasked Estep 
Score: -53939436.000000 Penalty: 37865.906250
Splitting cluster 9 changes total score from -53939672.000000 to -53939436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Entering Unmasked Estep 
Score: -875045.812500 Penalty: 1437.649292
	Iteration 0F: 2 clusters Score -875045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -869876.375000 Penalty: 2875.298584
	Iteration 0F: 3 clusters Score -869876.4 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -871568.562500 Penalty: 2875.298584
	Iteration 1F: 3 clusters Score -871568.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -871879.000000 Penalty: 2875.298584
	Iteration 2F: 3 clusters Score -871879 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -872118.750000 Penalty: 2875.298584
	Iteration 3F: 3 clusters Score -872118.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -872322.500000 Penalty: 2875.298584
	Iteration 4F: 3 clusters Score -872322.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -872544.375000 Penalty: 2875.298584
	Iteration 5F: 3 clusters Score -872544.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -872767.125000 Penalty: 2875.298584
	Iteration 6Q: 3 clusters Score -872767.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -873001.687500 Penalty: 2875.298584
	Iteration 7Q: 3 clusters Score -873001.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -873247.437500 Penalty: 2875.298584
	Iteration 8Q: 3 clusters Score -873247.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -873523.375000 Penalty: 2875.298584
	Iteration 9Q: 3 clusters Score -873523.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -873770.187500 Penalty: 2875.298584
	Iteration 10Q: 3 clusters Score -873770.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -873946.250000 Penalty: 2875.298584
	Iteration 11Q: 3 clusters Score -873946.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -874046.812500 Penalty: 2875.298584
	Iteration 12Q: 3 clusters Score -874046.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -874105.562500 Penalty: 2875.298584
	Iteration 13Q: 3 clusters Score -874105.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -874152.437500 Penalty: 2875.298584
	Iteration 14Q: 3 clusters Score -874152.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -874176.562500 Penalty: 2875.298584
	Iteration 15Q: 3 clusters Score -874176.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -874184.125000 Penalty: 2875.298584
	Iteration 16Q: 3 clusters Score -874184.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -874192.812500 Penalty: 2875.298584
	Iteration 17Q: 3 clusters Score -874192.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -874199.312500 Penalty: 2875.298584
	Iteration 18Q: 3 clusters Score -874199.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -874202.937500 Penalty: 2875.298584
	Iteration 19Q: 3 clusters Score -874202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -874202.937500 Penalty: 2875.298584
	Iteration 20F: 3 clusters Score -874202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -371304.281250 Penalty: 1305.732910
	Iteration 0F: 2 clusters Score -371304.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -368496.281250 Penalty: 2611.465820
	Iteration 0F: 3 clusters Score -368496.3 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -369247.937500 Penalty: 2611.465820
	Iteration 1F: 3 clusters Score -369247.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -369430.406250 Penalty: 2611.465820
	Iteration 2F: 3 clusters Score -369430.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -369571.093750 Penalty: 2611.465820
	Iteration 3F: 3 clusters Score -369571.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -369682.656250 Penalty: 2611.465820
	Iteration 4Q: 3 clusters Score -369682.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -369774.781250 Penalty: 2611.465820
	Iteration 5Q: 3 clusters Score -369774.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -369862.312500 Penalty: 2611.465820
	Iteration 6Q: 3 clusters Score -369862.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -369957.781250 Penalty: 2611.465820
	Iteration 7Q: 3 clusters Score -369957.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -370086.593750 Penalty: 2611.465820
	Iteration 8Q: 3 clusters Score -370086.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -370250.062500 Penalty: 2611.465820
	Iteration 9Q: 3 clusters Score -370250.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -370403.281250 Penalty: 2611.465820
	Iteration 10Q: 3 clusters Score -370403.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -370607.593750 Penalty: 2611.465820
	Iteration 11Q: 3 clusters Score -370607.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -370794.906250 Penalty: 2611.465820
	Iteration 12Q: 3 clusters Score -370794.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -370893.437500 Penalty: 2611.465820
	Iteration 13Q: 3 clusters Score -370893.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -370945.968750 Penalty: 2611.465820
	Iteration 14Q: 3 clusters Score -370946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -370974.781250 Penalty: 2611.465820
	Iteration 15Q: 3 clusters Score -370974.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -370990.718750 Penalty: 2611.465820
	Iteration 16Q: 3 clusters Score -370990.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -370997.781250 Penalty: 2611.465820
	Iteration 17Q: 3 clusters Score -370997.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -371002.375000 Penalty: 2611.465820
	Iteration 18Q: 3 clusters Score -371002.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -371007.062500 Penalty: 2611.465820
	Iteration 19Q: 3 clusters Score -371007.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -371016.437500 Penalty: 2611.465820
	Iteration 20F: 3 clusters Score -371016.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -371026.562500 Penalty: 2611.465820
	Iteration 21Q: 3 clusters Score -371026.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -371037.968750 Penalty: 2611.465820
	Iteration 22Q: 3 clusters Score -371038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -371043.656250 Penalty: 2611.465820
	Iteration 23Q: 3 clusters Score -371043.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -371047.218750 Penalty: 2611.465820
	Iteration 24Q: 3 clusters Score -371047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -371049.718750 Penalty: 2611.465820
	Iteration 25Q: 3 clusters Score -371049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -371050.625000 Penalty: 2611.465820
	Iteration 26Q: 3 clusters Score -371050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -371051.281250 Penalty: 2611.465820
	Iteration 27Q: 3 clusters Score -371051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371051.875000 Penalty: 2611.465820
	Iteration 28Q: 3 clusters Score -371051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371051.875000 Penalty: 2611.465820
	Iteration 29F: 3 clusters Score -371051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Entering Unmasked Estep 
Score: -3703738.500000 Penalty: 1664.740479
	Iteration 0F: 2 clusters Score -3703738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3684862.750000 Penalty: 3329.480957
	Iteration 0F: 3 clusters Score -3684863 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3692014.000000 Penalty: 3329.480957
	Iteration 1F: 3 clusters Score -3692014 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3692434.750000 Penalty: 3329.480957
	Iteration 2Q: 3 clusters Score -3692435 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3692803.750000 Penalty: 3329.480957
	Iteration 3Q: 3 clusters Score -3692804 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3693217.000000 Penalty: 3329.480957
	Iteration 4Q: 3 clusters Score -3693217 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3693668.250000 Penalty: 3329.480957
	Iteration 5Q: 3 clusters Score -3693668 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3694293.750000 Penalty: 3329.480957
	Iteration 6Q: 3 clusters Score -3694294 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3695128.000000 Penalty: 3329.480957
	Iteration 7F: 3 clusters Score -3695128 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3696225.000000 Penalty: 3329.480957
	Iteration 8F: 3 clusters Score -3696225 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3697552.500000 Penalty: 3329.480957
	Iteration 9F: 3 clusters Score -3697552 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3698956.750000 Penalty: 3329.480957
	Iteration 10F: 3 clusters Score -3698957 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3700222.500000 Penalty: 3329.480957
	Iteration 11F: 3 clusters Score -3700222 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3701099.000000 Penalty: 3329.480957
	Iteration 12Q: 3 clusters Score -3701099 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3701637.500000 Penalty: 3329.480957
	Iteration 13Q: 3 clusters Score -3701638 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3701942.000000 Penalty: 3329.480957
	Iteration 14Q: 3 clusters Score -3701942 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3702093.750000 Penalty: 3329.480957
	Iteration 15Q: 3 clusters Score -3702094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3702178.500000 Penalty: 3329.480957
	Iteration 16Q: 3 clusters Score -3702178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3702209.750000 Penalty: 3329.480957
	Iteration 17Q: 3 clusters Score -3702210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3702232.250000 Penalty: 3329.480957
	Iteration 18Q: 3 clusters Score -3702232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3702253.500000 Penalty: 3329.480957
	Iteration 19Q: 3 clusters Score -3702254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3702270.000000 Penalty: 3329.480957
	Iteration 20F: 3 clusters Score -3702270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3702282.750000 Penalty: 3329.480957
	Iteration 21Q: 3 clusters Score -3702283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3702295.250000 Penalty: 3329.480957
	Iteration 22Q: 3 clusters Score -3702295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3702307.750000 Penalty: 3329.480957
	Iteration 23Q: 3 clusters Score -3702308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3702318.750000 Penalty: 3329.480957
	Iteration 24Q: 3 clusters Score -3702319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3702326.500000 Penalty: 3329.480957
	Iteration 25Q: 3 clusters Score -3702326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3702327.250000 Penalty: 3329.480957
	Iteration 26Q: 3 clusters Score -3702327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3702327.250000 Penalty: 3329.480957
	Iteration 27F: 3 clusters Score -3702327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Entering Unmasked Estep 
Score: -8184904.000000 Penalty: 1794.282349
	Iteration 0F: 2 clusters Score -8184904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -8143887.000000 Penalty: 3588.564697
	Iteration 0F: 3 clusters Score -8143887 nChanged 29509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -8160422.000000 Penalty: 3588.564697
	Iteration 1F: 3 clusters Score -8160422 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -8160999.000000 Penalty: 3588.564697
	Iteration 2Q: 3 clusters Score -8160999 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -8161757.000000 Penalty: 3588.564697
	Iteration 3Q: 3 clusters Score -8161757 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -8162878.500000 Penalty: 3588.564697
	Iteration 4Q: 3 clusters Score -8162878 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -8164363.500000 Penalty: 3588.564697
	Iteration 5Q: 3 clusters Score -8164364 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -8166067.000000 Penalty: 3588.564697
	Iteration 6F: 3 clusters Score -8166067 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -8168040.500000 Penalty: 3588.564697
	Iteration 7F: 3 clusters Score -8168040 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -8170297.000000 Penalty: 3588.564697
	Iteration 8F: 3 clusters Score -8170297 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -8172673.000000 Penalty: 3588.564697
	Iteration 9F: 3 clusters Score -8172673 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -8174992.000000 Penalty: 3588.564697
	Iteration 10Q: 3 clusters Score -8174992 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -8176866.500000 Penalty: 3588.564697
	Iteration 11Q: 3 clusters Score -8176866 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -8178079.000000 Penalty: 3588.564697
	Iteration 12Q: 3 clusters Score -8178079 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -8178885.500000 Penalty: 3588.564697
	Iteration 13Q: 3 clusters Score -8178886 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -8179449.500000 Penalty: 3588.564697
	Iteration 14Q: 3 clusters Score -8179450 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -8179922.000000 Penalty: 3588.564697
	Iteration 15Q: 3 clusters Score -8179922 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -8180381.500000 Penalty: 3588.564697
	Iteration 16Q: 3 clusters Score -8180382 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -8180757.000000 Penalty: 3588.564697
	Iteration 17Q: 3 clusters Score -8180757 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -8181085.000000 Penalty: 3588.564697
	Iteration 18Q: 3 clusters Score -8181085 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8181423.000000 Penalty: 3588.564697
	Iteration 19Q: 3 clusters Score -8181423 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -8181720.500000 Penalty: 3588.564697
	Iteration 20F: 3 clusters Score -8181720 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -8181981.000000 Penalty: 3588.564697
	Iteration 21Q: 3 clusters Score -8181981 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -8182186.000000 Penalty: 3588.564697
	Iteration 22Q: 3 clusters Score -8182186 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8182378.500000 Penalty: 3588.564697
	Iteration 23Q: 3 clusters Score -8182378 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8182536.500000 Penalty: 3588.564697
	Iteration 24Q: 3 clusters Score -8182536 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8182661.000000 Penalty: 3588.564697
	Iteration 25Q: 3 clusters Score -8182661 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8182747.000000 Penalty: 3588.564697
	Iteration 26Q: 3 clusters Score -8182747 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8182836.000000 Penalty: 3588.564697
	Iteration 27Q: 3 clusters Score -8182836 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8182919.500000 Penalty: 3588.564697
	Iteration 28Q: 3 clusters Score -8182920 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8182973.500000 Penalty: 3588.564697
	Iteration 29Q: 3 clusters Score -8182974 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8183051.500000 Penalty: 3588.564697
	Iteration 30Q: 3 clusters Score -8183052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8183095.000000 Penalty: 3588.564697
	Iteration 31Q: 3 clusters Score -8183095 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8183148.500000 Penalty: 3588.564697
	Iteration 32Q: 3 clusters Score -8183148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8183177.000000 Penalty: 3588.564697
	Iteration 33Q: 3 clusters Score -8183177 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8183218.500000 Penalty: 3588.564697
	Iteration 34Q: 3 clusters Score -8183218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8183227.500000 Penalty: 3588.564697
	Iteration 35Q: 3 clusters Score -8183228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8183257.000000 Penalty: 3588.564697
	Iteration 36Q: 3 clusters Score -8183257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8183280.000000 Penalty: 3588.564697
	Iteration 37Q: 3 clusters Score -8183280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8183295.500000 Penalty: 3588.564697
	Iteration 38Q: 3 clusters Score -8183296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8183311.000000 Penalty: 3588.564697
	Iteration 39Q: 3 clusters Score -8183311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8183328.500000 Penalty: 3588.564697
	Iteration 40F: 3 clusters Score -8183328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8183341.500000 Penalty: 3588.564697
	Iteration 41Q: 3 clusters Score -8183342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8183356.500000 Penalty: 3588.564697
	Iteration 42Q: 3 clusters Score -8183356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8183376.500000 Penalty: 3588.564697
	Iteration 43Q: 3 clusters Score -8183376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8183376.500000 Penalty: 3588.564697
	Iteration 44Q: 3 clusters Score -8183376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8183384.500000 Penalty: 3588.564697
	Iteration 45Q: 3 clusters Score -8183384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8183383.500000 Penalty: 3588.564697
	Iteration 46Q: 3 clusters Score -8183384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8183389.500000 Penalty: 3588.564697
	Iteration 47Q: 3 clusters Score -8183390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8183389.500000 Penalty: 3588.564697
	Iteration 48Q: 3 clusters Score -8183390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8183398.000000 Penalty: 3588.564697
	Iteration 49Q: 3 clusters Score -8183398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8183398.500000 Penalty: 3588.564697
	Iteration 50Q: 3 clusters Score -8183398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8183408.500000 Penalty: 3588.564697
	Iteration 51Q: 3 clusters Score -8183408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8183408.000000 Penalty: 3588.564697
	Iteration 52Q: 3 clusters Score -8183408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8183413.000000 Penalty: 3588.564697
	Iteration 53Q: 3 clusters Score -8183413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8183412.500000 Penalty: 3588.564697
	Iteration 54Q: 3 clusters Score -8183412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8183420.500000 Penalty: 3588.564697
	Iteration 55Q: 3 clusters Score -8183420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8183421.500000 Penalty: 3588.564697
	Iteration 56Q: 3 clusters Score -8183422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8183416.500000 Penalty: 3588.564697
	Iteration 57Q: 3 clusters Score -8183416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8183419.500000 Penalty: 3588.564697
	Iteration 58Q: 3 clusters Score -8183420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8183419.500000 Penalty: 3588.564697
	Iteration 59F: 3 clusters Score -8183420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Entering Unmasked Estep 
Score: -2611867.500000 Penalty: 1607.223267
	Iteration 0F: 2 clusters Score -2611868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2598375.000000 Penalty: 3214.446533
	Iteration 0F: 3 clusters Score -2598375 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2603259.500000 Penalty: 3214.446533
	Iteration 1F: 3 clusters Score -2603260 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2603606.250000 Penalty: 3214.446533
	Iteration 2Q: 3 clusters Score -2603606 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2603961.500000 Penalty: 3214.446533
	Iteration 3Q: 3 clusters Score -2603962 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2604365.250000 Penalty: 3214.446533
	Iteration 4Q: 3 clusters Score -2604365 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2604803.000000 Penalty: 3214.446533
	Iteration 5Q: 3 clusters Score -2604803 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2605226.250000 Penalty: 3214.446533
	Iteration 6Q: 3 clusters Score -2605226 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2605648.750000 Penalty: 3214.446533
	Iteration 7Q: 3 clusters Score -2605649 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2606086.000000 Penalty: 3214.446533
	Iteration 8Q: 3 clusters Score -2606086 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2606516.000000 Penalty: 3214.446533
	Iteration 9Q: 3 clusters Score -2606516 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2606951.250000 Penalty: 3214.446533
	Iteration 10Q: 3 clusters Score -2606951 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2607413.000000 Penalty: 3214.446533
	Iteration 11Q: 3 clusters Score -2607413 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2607866.000000 Penalty: 3214.446533
	Iteration 12Q: 3 clusters Score -2607866 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2608309.750000 Penalty: 3214.446533
	Iteration 13Q: 3 clusters Score -2608310 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2608715.000000 Penalty: 3214.446533
	Iteration 14Q: 3 clusters Score -2608715 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2609066.000000 Penalty: 3214.446533
	Iteration 15Q: 3 clusters Score -2609066 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2609416.000000 Penalty: 3214.446533
	Iteration 16Q: 3 clusters Score -2609416 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2609678.000000 Penalty: 3214.446533
	Iteration 17Q: 3 clusters Score -2609678 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2609895.750000 Penalty: 3214.446533
	Iteration 18Q: 3 clusters Score -2609896 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2610061.250000 Penalty: 3214.446533
	Iteration 19Q: 3 clusters Score -2610061 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2610213.250000 Penalty: 3214.446533
	Iteration 20F: 3 clusters Score -2610213 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2610310.250000 Penalty: 3214.446533
	Iteration 21Q: 3 clusters Score -2610310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2610369.500000 Penalty: 3214.446533
	Iteration 22Q: 3 clusters Score -2610370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2610396.000000 Penalty: 3214.446533
	Iteration 23Q: 3 clusters Score -2610396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2610419.750000 Penalty: 3214.446533
	Iteration 24Q: 3 clusters Score -2610420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2610435.250000 Penalty: 3214.446533
	Iteration 25Q: 3 clusters Score -2610435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2610446.500000 Penalty: 3214.446533
	Iteration 26Q: 3 clusters Score -2610446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2610465.250000 Penalty: 3214.446533
	Iteration 27Q: 3 clusters Score -2610465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2610484.250000 Penalty: 3214.446533
	Iteration 28Q: 3 clusters Score -2610484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2610494.250000 Penalty: 3214.446533
	Iteration 29Q: 3 clusters Score -2610494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2610497.250000 Penalty: 3214.446533
	Iteration 30Q: 3 clusters Score -2610497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2610503.000000 Penalty: 3214.446533
	Iteration 31Q: 3 clusters Score -2610503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2610505.250000 Penalty: 3214.446533
	Iteration 32Q: 3 clusters Score -2610505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2610510.000000 Penalty: 3214.446533
	Iteration 33Q: 3 clusters Score -2610510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2610514.250000 Penalty: 3214.446533
	Iteration 34Q: 3 clusters Score -2610514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2610513.500000 Penalty: 3214.446533
	Iteration 35Q: 3 clusters Score -2610514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2610513.750000 Penalty: 3214.446533
	Iteration 36Q: 3 clusters Score -2610514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2610517.250000 Penalty: 3214.446533
	Iteration 37Q: 3 clusters Score -2610517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2610526.250000 Penalty: 3214.446533
	Iteration 38Q: 3 clusters Score -2610526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2610533.500000 Penalty: 3214.446533
	Iteration 39Q: 3 clusters Score -2610534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2610542.500000 Penalty: 3214.446533
	Iteration 40F: 3 clusters Score -2610542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2610547.000000 Penalty: 3214.446533
	Iteration 41Q: 3 clusters Score -2610547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2610552.250000 Penalty: 3214.446533
	Iteration 42Q: 3 clusters Score -2610552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2610556.000000 Penalty: 3214.446533
	Iteration 43Q: 3 clusters Score -2610556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2610557.750000 Penalty: 3214.446533
	Iteration 44Q: 3 clusters Score -2610558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2610557.750000 Penalty: 3214.446533
	Iteration 45F: 3 clusters Score -2610558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Entering Unmasked Estep 
Score: -7129159.500000 Penalty: 1771.167969
	Iteration 0F: 2 clusters Score -7129160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -7092972.500000 Penalty: 3542.335938
	Iteration 0F: 3 clusters Score -7092972 nChanged 25440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -7107293.000000 Penalty: 3542.335938
	Iteration 1F: 3 clusters Score -7107293 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -7107754.500000 Penalty: 3542.335938
	Iteration 2Q: 3 clusters Score -7107754 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -7108147.500000 Penalty: 3542.335938
	Iteration 3Q: 3 clusters Score -7108148 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -7108743.500000 Penalty: 3542.335938
	Iteration 4Q: 3 clusters Score -7108744 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -7109580.000000 Penalty: 3542.335938
	Iteration 5Q: 3 clusters Score -7109580 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -7110974.000000 Penalty: 3542.335938
	Iteration 6Q: 3 clusters Score -7110974 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -7113259.000000 Penalty: 3542.335938
	Iteration 7F: 3 clusters Score -7113259 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -7116484.000000 Penalty: 3542.335938
	Iteration 8F: 3 clusters Score -7116484 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -7120276.500000 Penalty: 3542.335938
	Iteration 9F: 3 clusters Score -7120276 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7123587.500000 Penalty: 3542.335938
	Iteration 10F: 3 clusters Score -7123588 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7125705.500000 Penalty: 3542.335938
	Iteration 11Q: 3 clusters Score -7125706 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7126782.500000 Penalty: 3542.335938
	Iteration 12Q: 3 clusters Score -7126782 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7127211.000000 Penalty: 3542.335938
	Iteration 13Q: 3 clusters Score -7127211 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7127395.000000 Penalty: 3542.335938
	Iteration 14Q: 3 clusters Score -7127395 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7127479.500000 Penalty: 3542.335938
	Iteration 15Q: 3 clusters Score -7127480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7127549.000000 Penalty: 3542.335938
	Iteration 16Q: 3 clusters Score -7127549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7127577.000000 Penalty: 3542.335938
	Iteration 17Q: 3 clusters Score -7127577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7127592.000000 Penalty: 3542.335938
	Iteration 18Q: 3 clusters Score -7127592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7127604.000000 Penalty: 3542.335938
	Iteration 19Q: 3 clusters Score -7127604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7127622.500000 Penalty: 3542.335938
	Iteration 20F: 3 clusters Score -7127622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7127629.500000 Penalty: 3542.335938
	Iteration 21Q: 3 clusters Score -7127630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7127631.500000 Penalty: 3542.335938
	Iteration 22Q: 3 clusters Score -7127632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7127640.000000 Penalty: 3542.335938
	Iteration 23Q: 3 clusters Score -7127640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7127643.000000 Penalty: 3542.335938
	Iteration 24Q: 3 clusters Score -7127643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7127643.000000 Penalty: 3542.335938
	Iteration 25F: 3 clusters Score -7127643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Entering Unmasked Estep 
Score: -932820.937500 Penalty: 1440.911133
	Iteration 0F: 2 clusters Score -932820.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -927413.125000 Penalty: 2881.822266
	Iteration 0F: 3 clusters Score -927413.1 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -929070.312500 Penalty: 2881.822266
	Iteration 1F: 3 clusters Score -929070.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -929318.250000 Penalty: 2881.822266
	Iteration 2F: 3 clusters Score -929318.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -929556.750000 Penalty: 2881.822266
	Iteration 3F: 3 clusters Score -929556.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -929773.937500 Penalty: 2881.822266
	Iteration 4F: 3 clusters Score -929773.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -929947.250000 Penalty: 2881.822266
	Iteration 5Q: 3 clusters Score -929947.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -930106.250000 Penalty: 2881.822266
	Iteration 6Q: 3 clusters Score -930106.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -930283.687500 Penalty: 2881.822266
	Iteration 7Q: 3 clusters Score -930283.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -930494.125000 Penalty: 2881.822266
	Iteration 8Q: 3 clusters Score -930494.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -930710.562500 Penalty: 2881.822266
	Iteration 9Q: 3 clusters Score -930710.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -930916.312500 Penalty: 2881.822266
	Iteration 10Q: 3 clusters Score -930916.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -931069.812500 Penalty: 2881.822266
	Iteration 11Q: 3 clusters Score -931069.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -931177.687500 Penalty: 2881.822266
	Iteration 12Q: 3 clusters Score -931177.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -931263.625000 Penalty: 2881.822266
	Iteration 13Q: 3 clusters Score -931263.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -931331.625000 Penalty: 2881.822266
	Iteration 14Q: 3 clusters Score -931331.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -931385.250000 Penalty: 2881.822266
	Iteration 15Q: 3 clusters Score -931385.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -931431.500000 Penalty: 2881.822266
	Iteration 16Q: 3 clusters Score -931431.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -931468.687500 Penalty: 2881.822266
	Iteration 17Q: 3 clusters Score -931468.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -931507.750000 Penalty: 2881.822266
	Iteration 18Q: 3 clusters Score -931507.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -931531.500000 Penalty: 2881.822266
	Iteration 19Q: 3 clusters Score -931531.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -931565.500000 Penalty: 2881.822266
	Iteration 20F: 3 clusters Score -931565.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -931601.000000 Penalty: 2881.822266
	Iteration 21Q: 3 clusters Score -931601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -931634.000000 Penalty: 2881.822266
	Iteration 22Q: 3 clusters Score -931634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -931646.312500 Penalty: 2881.822266
	Iteration 23Q: 3 clusters Score -931646.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -931655.375000 Penalty: 2881.822266
	Iteration 24Q: 3 clusters Score -931655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -931662.875000 Penalty: 2881.822266
	Iteration 25Q: 3 clusters Score -931662.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -931669.875000 Penalty: 2881.822266
	Iteration 26Q: 3 clusters Score -931669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -931673.562500 Penalty: 2881.822266
	Iteration 27Q: 3 clusters Score -931673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -931673.562500 Penalty: 2881.822266
	Iteration 28F: 3 clusters Score -931673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Entering Unmasked Estep 
Score: -1542920.625000 Penalty: 1529.923218
	Iteration 0F: 2 clusters Score -1542921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1534270.000000 Penalty: 3059.846436
	Iteration 0F: 3 clusters Score -1534270 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1537223.500000 Penalty: 3059.846436
	Iteration 1F: 3 clusters Score -1537224 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1537509.500000 Penalty: 3059.846436
	Iteration 2F: 3 clusters Score -1537510 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1537772.375000 Penalty: 3059.846436
	Iteration 3F: 3 clusters Score -1537772 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1538003.625000 Penalty: 3059.846436
	Iteration 4Q: 3 clusters Score -1538004 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1538256.000000 Penalty: 3059.846436
	Iteration 5Q: 3 clusters Score -1538256 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1538549.125000 Penalty: 3059.846436
	Iteration 6Q: 3 clusters Score -1538549 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1538883.625000 Penalty: 3059.846436
	Iteration 7Q: 3 clusters Score -1538884 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1539249.125000 Penalty: 3059.846436
	Iteration 8F: 3 clusters Score -1539249 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1539680.125000 Penalty: 3059.846436
	Iteration 9F: 3 clusters Score -1539680 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1540218.625000 Penalty: 3059.846436
	Iteration 10F: 3 clusters Score -1540219 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1540752.750000 Penalty: 3059.846436
	Iteration 11F: 3 clusters Score -1540753 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1541180.125000 Penalty: 3059.846436
	Iteration 12Q: 3 clusters Score -1541180 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1541496.125000 Penalty: 3059.846436
	Iteration 13Q: 3 clusters Score -1541496 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1541677.500000 Penalty: 3059.846436
	Iteration 14Q: 3 clusters Score -1541678 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1541772.375000 Penalty: 3059.846436
	Iteration 15Q: 3 clusters Score -1541772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1541840.875000 Penalty: 3059.846436
	Iteration 16Q: 3 clusters Score -1541841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1541891.250000 Penalty: 3059.846436
	Iteration 17Q: 3 clusters Score -1541891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1541921.500000 Penalty: 3059.846436
	Iteration 18Q: 3 clusters Score -1541922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1541942.125000 Penalty: 3059.846436
	Iteration 19Q: 3 clusters Score -1541942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1541950.750000 Penalty: 3059.846436
	Iteration 20F: 3 clusters Score -1541951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1541957.250000 Penalty: 3059.846436
	Iteration 21Q: 3 clusters Score -1541957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1541962.125000 Penalty: 3059.846436
	Iteration 22Q: 3 clusters Score -1541962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1541962.875000 Penalty: 3059.846436
	Iteration 23Q: 3 clusters Score -1541963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1541964.500000 Penalty: 3059.846436
	Iteration 24Q: 3 clusters Score -1541964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1541964.375000 Penalty: 3059.846436
	Iteration 25Q: 3 clusters Score -1541964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1541965.750000 Penalty: 3059.846436
	Iteration 26Q: 3 clusters Score -1541966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1541965.750000 Penalty: 3059.846436
	Iteration 27F: 3 clusters Score -1541966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (77685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Entering Unmasked Estep 
Score: -10288505.000000 Penalty: 1829.817871
	Iteration 0F: 2 clusters Score -1.02885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -10239028.000000 Penalty: 3659.635742
	Iteration 0F: 3 clusters Score -1.023903e+07 nChanged 36901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -10259776.000000 Penalty: 3659.635742
	Iteration 1F: 3 clusters Score -1.025978e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -10260406.000000 Penalty: 3659.635742
	Iteration 2Q: 3 clusters Score -1.026041e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -10261243.000000 Penalty: 3659.635742
	Iteration 3Q: 3 clusters Score -1.026124e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -10262320.000000 Penalty: 3659.635742
	Iteration 4Q: 3 clusters Score -1.026232e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -10263894.000000 Penalty: 3659.635742
	Iteration 5Q: 3 clusters Score -1.026389e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -10266181.000000 Penalty: 3659.635742
	Iteration 6F: 3 clusters Score -1.026618e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -10269928.000000 Penalty: 3659.635742
	Iteration 7F: 3 clusters Score -1.026993e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -10274366.000000 Penalty: 3659.635742
	Iteration 8F: 3 clusters Score -1.027437e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -10278046.000000 Penalty: 3659.635742
	Iteration 9F: 3 clusters Score -1.027805e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -10279886.000000 Penalty: 3659.635742
	Iteration 10Q: 3 clusters Score -1.027989e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -10280610.000000 Penalty: 3659.635742
	Iteration 11Q: 3 clusters Score -1.028061e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -10281142.000000 Penalty: 3659.635742
	Iteration 12Q: 3 clusters Score -1.028114e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -10281658.000000 Penalty: 3659.635742
	Iteration 13Q: 3 clusters Score -1.028166e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -10282137.000000 Penalty: 3659.635742
	Iteration 14Q: 3 clusters Score -1.028214e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -10282573.000000 Penalty: 3659.635742
	Iteration 15Q: 3 clusters Score -1.028257e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -10283064.000000 Penalty: 3659.635742
	Iteration 16Q: 3 clusters Score -1.028306e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -10283407.000000 Penalty: 3659.635742
	Iteration 17Q: 3 clusters Score -1.028341e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -10283662.000000 Penalty: 3659.635742
	Iteration 18Q: 3 clusters Score -1.028366e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -10283854.000000 Penalty: 3659.635742
	Iteration 19Q: 3 clusters Score -1.028385e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -10283943.000000 Penalty: 3659.635742
	Iteration 20F: 3 clusters Score -1.028394e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -10284021.000000 Penalty: 3659.635742
	Iteration 21Q: 3 clusters Score -1.028402e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -10284204.000000 Penalty: 3659.635742
	Iteration 22Q: 3 clusters Score -1.02842e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -10284262.000000 Penalty: 3659.635742
	Iteration 23Q: 3 clusters Score -1.028426e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -10284306.000000 Penalty: 3659.635742
	Iteration 24Q: 3 clusters Score -1.028431e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -10284317.000000 Penalty: 3659.635742
	Iteration 25Q: 3 clusters Score -1.028432e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -10284361.000000 Penalty: 3659.635742
	Iteration 26Q: 3 clusters Score -1.028436e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -10284415.000000 Penalty: 3659.635742
	Iteration 27Q: 3 clusters Score -1.028442e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -10284421.000000 Penalty: 3659.635742
	Iteration 28Q: 3 clusters Score -1.028442e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -10284380.000000 Penalty: 3659.635742
	Iteration 29Q: 3 clusters Score -1.028438e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -10284377.000000 Penalty: 3659.635742
	Iteration 30Q: 3 clusters Score -1.028438e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -10284382.000000 Penalty: 3659.635742
	Iteration 31Q: 3 clusters Score -1.028438e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -10284385.000000 Penalty: 3659.635742
	Iteration 32Q: 3 clusters Score -1.028438e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -10284406.000000 Penalty: 3659.635742
	Iteration 33Q: 3 clusters Score -1.028441e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -10284405.000000 Penalty: 3659.635742
	Iteration 34Q: 3 clusters Score -1.02844e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -10284419.000000 Penalty: 3659.635742
	Iteration 35Q: 3 clusters Score -1.028442e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -10284425.000000 Penalty: 3659.635742
	Iteration 36Q: 3 clusters Score -1.028442e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -10284429.000000 Penalty: 3659.635742
	Iteration 37Q: 3 clusters Score -1.028443e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -10284441.000000 Penalty: 3659.635742
	Iteration 38Q: 3 clusters Score -1.028444e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -10284422.000000 Penalty: 3659.635742
	Iteration 39Q: 3 clusters Score -1.028442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -10284416.000000 Penalty: 3659.635742
	Iteration 40F: 3 clusters Score -1.028442e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -10284421.000000 Penalty: 3659.635742
	Iteration 41Q: 3 clusters Score -1.028442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -10284429.000000 Penalty: 3659.635742
	Iteration 42Q: 3 clusters Score -1.028443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -10284421.000000 Penalty: 3659.635742
	Iteration 43Q: 3 clusters Score -1.028442e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -10284428.000000 Penalty: 3659.635742
	Iteration 44Q: 3 clusters Score -1.028443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -10284424.000000 Penalty: 3659.635742
	Iteration 45Q: 3 clusters Score -1.028442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -10284427.000000 Penalty: 3659.635742
	Iteration 46Q: 3 clusters Score -1.028443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -10284428.000000 Penalty: 3659.635742
	Iteration 47Q: 3 clusters Score -1.028443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -10284432.000000 Penalty: 3659.635742
	Iteration 48Q: 3 clusters Score -1.028443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -10284434.000000 Penalty: 3659.635742
	Iteration 49Q: 3 clusters Score -1.028443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -10284423.000000 Penalty: 3659.635742
	Iteration 50Q: 3 clusters Score -1.028442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -10284421.000000 Penalty: 3659.635742
	Iteration 51Q: 3 clusters Score -1.028442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -10284424.000000 Penalty: 3659.635742
	Iteration 52Q: 3 clusters Score -1.028442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -10284432.000000 Penalty: 3659.635742
	Iteration 53Q: 3 clusters Score -1.028443e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -10284449.000000 Penalty: 3659.635742
	Iteration 54Q: 3 clusters Score -1.028445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -10284439.000000 Penalty: 3659.635742
	Iteration 55Q: 3 clusters Score -1.028444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -10284441.000000 Penalty: 3659.635742
	Iteration 56Q: 3 clusters Score -1.028444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -10284423.000000 Penalty: 3659.635742
	Iteration 57Q: 3 clusters Score -1.028442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -10284416.000000 Penalty: 3659.635742
	Iteration 58Q: 3 clusters Score -1.028442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -10284421.000000 Penalty: 3659.635742
	Iteration 59Q: 3 clusters Score -1.028442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -10284422.000000 Penalty: 3659.635742
	Iteration 60F: 3 clusters Score -1.028442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -10284422.000000 Penalty: 3659.635742
	Iteration 61Q: 3 clusters Score -1.028442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -10284415.000000 Penalty: 3659.635742
	Iteration 62Q: 3 clusters Score -1.028442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -10284442.000000 Penalty: 3659.635742
	Iteration 63Q: 3 clusters Score -1.028444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -10284424.000000 Penalty: 3659.635742
	Iteration 64Q: 3 clusters Score -1.028442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -10284416.000000 Penalty: 3659.635742
	Iteration 65Q: 3 clusters Score -1.028442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -10284400.000000 Penalty: 3659.635742
	Iteration 66Q: 3 clusters Score -1.02844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -10284413.000000 Penalty: 3659.635742
	Iteration 67Q: 3 clusters Score -1.028441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -10284403.000000 Penalty: 3659.635742
	Iteration 68Q: 3 clusters Score -1.02844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -10284417.000000 Penalty: 3659.635742
	Iteration 69Q: 3 clusters Score -1.028442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -10284417.000000 Penalty: 3659.635742
	Iteration 70Q: 3 clusters Score -1.028442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -10284413.000000 Penalty: 3659.635742
	Iteration 71Q: 3 clusters Score -1.028441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -10284411.000000 Penalty: 3659.635742
	Iteration 72Q: 3 clusters Score -1.028441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -10284414.000000 Penalty: 3659.635742
	Iteration 73Q: 3 clusters Score -1.028441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -10284420.000000 Penalty: 3659.635742
	Iteration 74Q: 3 clusters Score -1.028442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -10284420.000000 Penalty: 3659.635742
	Iteration 75Q: 3 clusters Score -1.028442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -10284421.000000 Penalty: 3659.635742
	Iteration 76Q: 3 clusters Score -1.028442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -10284430.000000 Penalty: 3659.635742
	Iteration 77Q: 3 clusters Score -1.028443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -10284424.000000 Penalty: 3659.635742
	Iteration 78Q: 3 clusters Score -1.028442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -10284427.000000 Penalty: 3659.635742
	Iteration 79Q: 3 clusters Score -1.028443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -10284427.000000 Penalty: 3659.635742
	Iteration 80F: 3 clusters Score -1.028443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -10284429.000000 Penalty: 3659.635742
	Iteration 81Q: 3 clusters Score -1.028443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -10284426.000000 Penalty: 3659.635742
	Iteration 82Q: 3 clusters Score -1.028443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -10284428.000000 Penalty: 3659.635742
	Iteration 83Q: 3 clusters Score -1.028443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -10284428.000000 Penalty: 3659.635742
	Iteration 84Q: 3 clusters Score -1.028443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -10284429.000000 Penalty: 3659.635742
	Iteration 85Q: 3 clusters Score -1.028443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -10284425.000000 Penalty: 3659.635742
	Iteration 86Q: 3 clusters Score -1.028442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -10284428.000000 Penalty: 3659.635742
	Iteration 87Q: 3 clusters Score -1.028443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -10284421.000000 Penalty: 3659.635742
	Iteration 88Q: 3 clusters Score -1.028442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -10284422.000000 Penalty: 3659.635742
	Iteration 89Q: 3 clusters Score -1.028442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -10284419.000000 Penalty: 3659.635742
	Iteration 90Q: 3 clusters Score -1.028442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -10284410.000000 Penalty: 3659.635742
	Iteration 91Q: 3 clusters Score -1.028441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -10284416.000000 Penalty: 3659.635742
	Iteration 92Q: 3 clusters Score -1.028442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -10284412.000000 Penalty: 3659.635742
	Iteration 93Q: 3 clusters Score -1.028441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -10284409.000000 Penalty: 3659.635742
	Iteration 94Q: 3 clusters Score -1.028441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -10284417.000000 Penalty: 3659.635742
	Iteration 95Q: 3 clusters Score -1.028442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -10284422.000000 Penalty: 3659.635742
	Iteration 96Q: 3 clusters Score -1.028442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -10284418.000000 Penalty: 3659.635742
	Iteration 97Q: 3 clusters Score -1.028442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -10284423.000000 Penalty: 3659.635742
	Iteration 98Q: 3 clusters Score -1.028442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -10284425.000000 Penalty: 3659.635742
	Iteration 99Q: 3 clusters Score -1.028442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -10284423.000000 Penalty: 3659.635742
	Iteration 100F: 3 clusters Score -1.028442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -10284425.000000 Penalty: 3659.635742
	Iteration 101Q: 3 clusters Score -1.028442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -10284424.000000 Penalty: 3659.635742
	Iteration 102Q: 3 clusters Score -1.028442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -10284422.000000 Penalty: 3659.635742
	Iteration 103Q: 3 clusters Score -1.028442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -10284420.000000 Penalty: 3659.635742
	Iteration 104Q: 3 clusters Score -1.028442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -10284417.000000 Penalty: 3659.635742
	Iteration 105Q: 3 clusters Score -1.028442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -10284419.000000 Penalty: 3659.635742
	Iteration 106Q: 3 clusters Score -1.028442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -10284430.000000 Penalty: 3659.635742
	Iteration 107Q: 3 clusters Score -1.028443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -10284419.000000 Penalty: 3659.635742
	Iteration 108Q: 3 clusters Score -1.028442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -10284430.000000 Penalty: 3659.635742
	Iteration 109Q: 3 clusters Score -1.028443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -10284438.000000 Penalty: 3659.635742
	Iteration 110Q: 3 clusters Score -1.028444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -10284431.000000 Penalty: 3659.635742
	Iteration 111Q: 3 clusters Score -1.028443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -10284434.000000 Penalty: 3659.635742
	Iteration 112Q: 3 clusters Score -1.028443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -10284440.000000 Penalty: 3659.635742
	Iteration 113Q: 3 clusters Score -1.028444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -10284440.000000 Penalty: 3659.635742
	Iteration 114Q: 3 clusters Score -1.028444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -10284445.000000 Penalty: 3659.635742
	Iteration 115Q: 3 clusters Score -1.028444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -10284447.000000 Penalty: 3659.635742
	Iteration 116Q: 3 clusters Score -1.028445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -10284444.000000 Penalty: 3659.635742
	Iteration 117Q: 3 clusters Score -1.028444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -10284450.000000 Penalty: 3659.635742
	Iteration 118Q: 3 clusters Score -1.028445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -10284448.000000 Penalty: 3659.635742
	Iteration 119Q: 3 clusters Score -1.028445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -10284454.000000 Penalty: 3659.635742
	Iteration 120F: 3 clusters Score -1.028445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -10284450.000000 Penalty: 3659.635742
	Iteration 121Q: 3 clusters Score -1.028445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -10284445.000000 Penalty: 3659.635742
	Iteration 122Q: 3 clusters Score -1.028444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -10284450.000000 Penalty: 3659.635742
	Iteration 123Q: 3 clusters Score -1.028445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -10284458.000000 Penalty: 3659.635742
	Iteration 124Q: 3 clusters Score -1.028446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -10284454.000000 Penalty: 3659.635742
	Iteration 125Q: 3 clusters Score -1.028445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -10284457.000000 Penalty: 3659.635742
	Iteration 126Q: 3 clusters Score -1.028446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -10284465.000000 Penalty: 3659.635742
	Iteration 127Q: 3 clusters Score -1.028446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -10284443.000000 Penalty: 3659.635742
	Iteration 128Q: 3 clusters Score -1.028444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -10284444.000000 Penalty: 3659.635742
	Iteration 129Q: 3 clusters Score -1.028444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -10284455.000000 Penalty: 3659.635742
	Iteration 130Q: 3 clusters Score -1.028446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -10284453.000000 Penalty: 3659.635742
	Iteration 131Q: 3 clusters Score -1.028445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -10284447.000000 Penalty: 3659.635742
	Iteration 132Q: 3 clusters Score -1.028445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -10284447.000000 Penalty: 3659.635742
	Iteration 133Q: 3 clusters Score -1.028445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -10284452.000000 Penalty: 3659.635742
	Iteration 134Q: 3 clusters Score -1.028445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -10284465.000000 Penalty: 3659.635742
	Iteration 135Q: 3 clusters Score -1.028446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -10284462.000000 Penalty: 3659.635742
	Iteration 136Q: 3 clusters Score -1.028446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -10284448.000000 Penalty: 3659.635742
	Iteration 137Q: 3 clusters Score -1.028445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -10284447.000000 Penalty: 3659.635742
	Iteration 138Q: 3 clusters Score -1.028445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -10284450.000000 Penalty: 3659.635742
	Iteration 139Q: 3 clusters Score -1.028445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -10284461.000000 Penalty: 3659.635742
	Iteration 140F: 3 clusters Score -1.028446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -10284469.000000 Penalty: 3659.635742
	Iteration 141Q: 3 clusters Score -1.028447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -10284463.000000 Penalty: 3659.635742
	Iteration 142Q: 3 clusters Score -1.028446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -10284461.000000 Penalty: 3659.635742
	Iteration 143Q: 3 clusters Score -1.028446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -10284471.000000 Penalty: 3659.635742
	Iteration 144Q: 3 clusters Score -1.028447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -10284473.000000 Penalty: 3659.635742
	Iteration 145Q: 3 clusters Score -1.028447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -10284465.000000 Penalty: 3659.635742
	Iteration 146Q: 3 clusters Score -1.028446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -10284463.000000 Penalty: 3659.635742
	Iteration 147Q: 3 clusters Score -1.028446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -10284454.000000 Penalty: 3659.635742
	Iteration 148Q: 3 clusters Score -1.028445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -10284451.000000 Penalty: 3659.635742
	Iteration 149Q: 3 clusters Score -1.028445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -10284460.000000 Penalty: 3659.635742
	Iteration 150Q: 3 clusters Score -1.028446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -10284456.000000 Penalty: 3659.635742
	Iteration 151Q: 3 clusters Score -1.028446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -10284451.000000 Penalty: 3659.635742
	Iteration 152Q: 3 clusters Score -1.028445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -10284455.000000 Penalty: 3659.635742
	Iteration 153Q: 3 clusters Score -1.028446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -10284458.000000 Penalty: 3659.635742
	Iteration 154Q: 3 clusters Score -1.028446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -10284455.000000 Penalty: 3659.635742
	Iteration 155Q: 3 clusters Score -1.028446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -10284455.000000 Penalty: 3659.635742
	Iteration 156Q: 3 clusters Score -1.028446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10284456.000000 Penalty: 3659.635742
	Iteration 157Q: 3 clusters Score -1.028446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -10284448.000000 Penalty: 3659.635742
	Iteration 158Q: 3 clusters Score -1.028445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -10284447.000000 Penalty: 3659.635742
	Iteration 159Q: 3 clusters Score -1.028445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -10284448.000000 Penalty: 3659.635742
	Iteration 160F: 3 clusters Score -1.028445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -10284452.000000 Penalty: 3659.635742
	Iteration 161Q: 3 clusters Score -1.028445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -10284447.000000 Penalty: 3659.635742
	Iteration 162Q: 3 clusters Score -1.028445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -10284442.000000 Penalty: 3659.635742
	Iteration 163Q: 3 clusters Score -1.028444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -10284454.000000 Penalty: 3659.635742
	Iteration 164Q: 3 clusters Score -1.028445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -10284457.000000 Penalty: 3659.635742
	Iteration 165Q: 3 clusters Score -1.028446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -10284465.000000 Penalty: 3659.635742
	Iteration 166Q: 3 clusters Score -1.028446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -10284461.000000 Penalty: 3659.635742
	Iteration 167Q: 3 clusters Score -1.028446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -10284455.000000 Penalty: 3659.635742
	Iteration 168Q: 3 clusters Score -1.028446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -10284460.000000 Penalty: 3659.635742
	Iteration 169Q: 3 clusters Score -1.028446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -10284473.000000 Penalty: 3659.635742
	Iteration 170Q: 3 clusters Score -1.028447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -10284465.000000 Penalty: 3659.635742
	Iteration 171Q: 3 clusters Score -1.028446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -10284468.000000 Penalty: 3659.635742
	Iteration 172Q: 3 clusters Score -1.028447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -10284470.000000 Penalty: 3659.635742
	Iteration 173Q: 3 clusters Score -1.028447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -10284469.000000 Penalty: 3659.635742
	Iteration 174Q: 3 clusters Score -1.028447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -10284472.000000 Penalty: 3659.635742
	Iteration 175Q: 3 clusters Score -1.028447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -10284470.000000 Penalty: 3659.635742
	Iteration 176Q: 3 clusters Score -1.028447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -10284463.000000 Penalty: 3659.635742
	Iteration 177Q: 3 clusters Score -1.028446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -10284459.000000 Penalty: 3659.635742
	Iteration 178Q: 3 clusters Score -1.028446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -10284452.000000 Penalty: 3659.635742
	Iteration 179Q: 3 clusters Score -1.028445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -10284454.000000 Penalty: 3659.635742
	Iteration 180F: 3 clusters Score -1.028445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -10284456.000000 Penalty: 3659.635742
	Iteration 181Q: 3 clusters Score -1.028446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -10284455.000000 Penalty: 3659.635742
	Iteration 182Q: 3 clusters Score -1.028446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -10284459.000000 Penalty: 3659.635742
	Iteration 183Q: 3 clusters Score -1.028446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -10284462.000000 Penalty: 3659.635742
	Iteration 184Q: 3 clusters Score -1.028446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -10284462.000000 Penalty: 3659.635742
	Iteration 185Q: 3 clusters Score -1.028446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -10284465.000000 Penalty: 3659.635742
	Iteration 186Q: 3 clusters Score -1.028446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -10284465.000000 Penalty: 3659.635742
	Iteration 187F: 3 clusters Score -1.028446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Entering Unmasked Estep 
Score: -2495871.500000 Penalty: 1600.115479
	Iteration 0F: 2 clusters Score -2495872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2482948.750000 Penalty: 3200.230957
	Iteration 0F: 3 clusters Score -2482949 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2487540.250000 Penalty: 3200.230957
	Iteration 1F: 3 clusters Score -2487540 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2487966.500000 Penalty: 3200.230957
	Iteration 2F: 3 clusters Score -2487966 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2488577.000000 Penalty: 3200.230957
	Iteration 3F: 3 clusters Score -2488577 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2489395.000000 Penalty: 3200.230957
	Iteration 4F: 3 clusters Score -2489395 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2490334.750000 Penalty: 3200.230957
	Iteration 5F: 3 clusters Score -2490335 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2491255.000000 Penalty: 3200.230957
	Iteration 6F: 3 clusters Score -2491255 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2492103.250000 Penalty: 3200.230957
	Iteration 7F: 3 clusters Score -2492103 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2492838.500000 Penalty: 3200.230957
	Iteration 8F: 3 clusters Score -2492838 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2493454.250000 Penalty: 3200.230957
	Iteration 9Q: 3 clusters Score -2493454 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2493952.500000 Penalty: 3200.230957
	Iteration 10Q: 3 clusters Score -2493952 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2494397.250000 Penalty: 3200.230957
	Iteration 11Q: 3 clusters Score -2494397 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2494749.000000 Penalty: 3200.230957
	Iteration 12Q: 3 clusters Score -2494749 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2494956.500000 Penalty: 3200.230957
	Iteration 13Q: 3 clusters Score -2494956 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2495137.000000 Penalty: 3200.230957
	Iteration 14Q: 3 clusters Score -2495137 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2495259.500000 Penalty: 3200.230957
	Iteration 15Q: 3 clusters Score -2495260 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2495332.250000 Penalty: 3200.230957
	Iteration 16Q: 3 clusters Score -2495332 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2495384.500000 Penalty: 3200.230957
	Iteration 17Q: 3 clusters Score -2495384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2495418.500000 Penalty: 3200.230957
	Iteration 18Q: 3 clusters Score -2495418 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2495444.250000 Penalty: 3200.230957
	Iteration 19Q: 3 clusters Score -2495444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2495480.500000 Penalty: 3200.230957
	Iteration 20F: 3 clusters Score -2495480 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2495505.000000 Penalty: 3200.230957
	Iteration 21Q: 3 clusters Score -2495505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2495529.250000 Penalty: 3200.230957
	Iteration 22Q: 3 clusters Score -2495529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2495546.500000 Penalty: 3200.230957
	Iteration 23Q: 3 clusters Score -2495546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2495554.250000 Penalty: 3200.230957
	Iteration 24Q: 3 clusters Score -2495554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2495565.250000 Penalty: 3200.230957
	Iteration 25Q: 3 clusters Score -2495565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2495568.500000 Penalty: 3200.230957
	Iteration 26Q: 3 clusters Score -2495568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2495575.000000 Penalty: 3200.230957
	Iteration 27Q: 3 clusters Score -2495575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2495580.750000 Penalty: 3200.230957
	Iteration 28Q: 3 clusters Score -2495581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2495580.250000 Penalty: 3200.230957
	Iteration 29Q: 3 clusters Score -2495580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2495588.500000 Penalty: 3200.230957
	Iteration 30Q: 3 clusters Score -2495588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2495590.750000 Penalty: 3200.230957
	Iteration 31Q: 3 clusters Score -2495591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2495593.500000 Penalty: 3200.230957
	Iteration 32Q: 3 clusters Score -2495594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2495590.750000 Penalty: 3200.230957
	Iteration 33Q: 3 clusters Score -2495591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2495595.750000 Penalty: 3200.230957
	Iteration 34Q: 3 clusters Score -2495596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2495597.250000 Penalty: 3200.230957
	Iteration 35Q: 3 clusters Score -2495597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2495598.250000 Penalty: 3200.230957
	Iteration 36Q: 3 clusters Score -2495598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2495599.250000 Penalty: 3200.230957
	Iteration 37Q: 3 clusters Score -2495599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2495599.250000 Penalty: 3200.230957
	Iteration 38Q: 3 clusters Score -2495599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2495600.250000 Penalty: 3200.230957
	Iteration 39Q: 3 clusters Score -2495600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2495600.500000 Penalty: 3200.230957
	Iteration 40F: 3 clusters Score -2495600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2495600.750000 Penalty: 3200.230957
	Iteration 41Q: 3 clusters Score -2495601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2495603.750000 Penalty: 3200.230957
	Iteration 42Q: 3 clusters Score -2495604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2495604.000000 Penalty: 3200.230957
	Iteration 43Q: 3 clusters Score -2495604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2495602.750000 Penalty: 3200.230957
	Iteration 44Q: 3 clusters Score -2495603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2495602.750000 Penalty: 3200.230957
	Iteration 45F: 3 clusters Score -2495603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 15625 members 
Mstep: Class 4 contains 62555 members 
Mstep: Class 6 contains 11784 members 
Mstep: Class 7 contains 34980 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 13 contains 28129 members 
Mstep: Class 14 contains 62426 members 
Mstep: Class 15 contains 19744 members 
Mstep: Class 16 contains 54149 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12270 members 
Mstep: Class 20 contains 77685 members 
Mstep: Class 22 contains 18899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939748.000000 Penalty: 35762.246094
Iteration 39Q: 18 clusters Score -5.393975e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 15620 members 
Mstep: Class 4 contains 62578 members 
Mstep: Class 6 contains 11787 members 
Mstep: Class 7 contains 34984 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 3073 members 
Mstep: Class 13 contains 28131 members 
Mstep: Class 14 contains 62405 members 
Mstep: Class 15 contains 19738 members 
Mstep: Class 16 contains 54149 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12286 members 
Mstep: Class 20 contains 77796 members 
Mstep: Class 22 contains 18825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939996.000000 Penalty: 35762.246094
Iteration 40F: 18 clusters Score -5.394e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 15617 members 
Mstep: Class 4 contains 62594 members 
Mstep: Class 6 contains 11803 members 
Mstep: Class 7 contains 34968 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 6915 members 
Mstep: Class 11 contains 3054 members 
Mstep: Class 13 contains 28120 members 
Mstep: Class 14 contains 62378 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 54152 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 12427 members 
Mstep: Class 20 contains 77906 members 
Mstep: Class 22 contains 18756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940200.000000 Penalty: 35762.246094
Iteration 41Q: 18 clusters Score -5.39402e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 15613 members 
Mstep: Class 4 contains 62631 members 
Mstep: Class 6 contains 11803 members 
Mstep: Class 7 contains 34949 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 6902 members 
Mstep: Class 11 contains 3030 members 
Mstep: Class 13 contains 28115 members 
Mstep: Class 14 contains 62323 members 
Mstep: Class 15 contains 19714 members 
Mstep: Class 16 contains 54150 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 12515 members 
Mstep: Class 20 contains 78023 members 
Mstep: Class 22 contains 18708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940320.000000 Penalty: 35762.246094
Iteration 42Q: 18 clusters Score -5.394032e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 745 members 
Mstep: Class 3 contains 15615 members 
Mstep: Class 4 contains 62666 members 
Mstep: Class 6 contains 11797 members 
Mstep: Class 7 contains 34931 members 
Mstep: Class 9 contains 456 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 3019 members 
Mstep: Class 13 contains 28107 members 
Mstep: Class 14 contains 62256 members 
Mstep: Class 15 contains 19701 members 
Mstep: Class 16 contains 54163 members 
Mstep: Class 17 contains 7091 members 
Mstep: Class 18 contains 12564 members 
Mstep: Class 20 contains 78145 members 
Mstep: Class 22 contains 18666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940340.000000 Penalty: 35762.246094
Iteration 43Q: 18 clusters Score -5.394034e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 15625 members 
Mstep: Class 4 contains 62704 members 
Mstep: Class 6 contains 11788 members 
Mstep: Class 7 contains 34912 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 13 contains 28104 members 
Mstep: Class 14 contains 62194 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 54165 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 12580 members 
Mstep: Class 20 contains 78283 members 
Mstep: Class 22 contains 18600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940404.000000 Penalty: 35762.246094
Iteration 44Q: 18 clusters Score -5.39404e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 15627 members 
Mstep: Class 4 contains 62732 members 
Mstep: Class 6 contains 11778 members 
Mstep: Class 7 contains 34899 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 6864 members 
Mstep: Class 11 contains 3003 members 
Mstep: Class 13 contains 28095 members 
Mstep: Class 14 contains 62111 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 54171 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 20 contains 78432 members 
Mstep: Class 22 contains 18546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940448.000000 Penalty: 35762.246094
Iteration 45Q: 18 clusters Score -5.394045e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 715 members 
Mstep: Class 3 contains 15630 members 
Mstep: Class 4 contains 62753 members 
Mstep: Class 6 contains 11769 members 
Mstep: Class 7 contains 34887 members 
Mstep: Class 9 contains 439 members 
Mstep: Class 10 contains 6855 members 
Mstep: Class 11 contains 2993 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 14 contains 62012 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 54182 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 12614 members 
Mstep: Class 20 contains 78589 members 
Mstep: Class 22 contains 18497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940408.000000 Penalty: 35762.246094
Iteration 46Q: 18 clusters Score -5.394041e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 15629 members 
Mstep: Class 4 contains 62772 members 
Mstep: Class 6 contains 11757 members 
Mstep: Class 7 contains 34889 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 6861 members 
Mstep: Class 11 contains 2989 members 
Mstep: Class 13 contains 28088 members 
Mstep: Class 14 contains 61952 members 
Mstep: Class 15 contains 19692 members 
Mstep: Class 16 contains 54188 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 12614 members 
Mstep: Class 20 contains 78692 members 
Mstep: Class 22 contains 18452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940544.000000 Penalty: 35762.246094
Iteration 47Q: 18 clusters Score -5.394054e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 15630 members 
Mstep: Class 4 contains 62783 members 
Mstep: Class 6 contains 11750 members 
Mstep: Class 7 contains 34887 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 6864 members 
Mstep: Class 11 contains 2985 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 61915 members 
Mstep: Class 15 contains 19692 members 
Mstep: Class 16 contains 54197 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 20 contains 78751 members 
Mstep: Class 22 contains 18424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940540.000000 Penalty: 35762.246094
Iteration 48Q: 18 clusters Score -5.394054e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 15632 members 
Mstep: Class 4 contains 62793 members 
Mstep: Class 6 contains 11751 members 
Mstep: Class 7 contains 34880 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 6859 members 
Mstep: Class 11 contains 2983 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 61906 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 54205 members 
Mstep: Class 17 contains 7094 members 
Mstep: Class 18 contains 12625 members 
Mstep: Class 20 contains 78792 members 
Mstep: Class 22 contains 18392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940636.000000 Penalty: 35762.246094
Iteration 49Q: 18 clusters Score -5.394064e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 15638 members 
Mstep: Class 4 contains 62803 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34876 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 6850 members 
Mstep: Class 11 contains 2977 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 61899 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 54211 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12613 members 
Mstep: Class 20 contains 78832 members 
Mstep: Class 22 contains 18365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940716.000000 Penalty: 35762.246094
Iteration 50Q: 18 clusters Score -5.394072e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 15640 members 
Mstep: Class 4 contains 62818 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 34875 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 6844 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 13 contains 28090 members 
Mstep: Class 14 contains 61885 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 54215 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 12606 members 
Mstep: Class 20 contains 78867 members 
Mstep: Class 22 contains 18345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940712.000000 Penalty: 35762.246094
Iteration 51Q: 18 clusters Score -5.394071e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62828 members 
Mstep: Class 6 contains 11748 members 
Mstep: Class 7 contains 34875 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 6843 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 13 contains 28094 members 
Mstep: Class 14 contains 61874 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 54216 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 12607 members 
Mstep: Class 20 contains 78894 members 
Mstep: Class 22 contains 18327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940656.000000 Penalty: 35762.246094
Iteration 52Q: 18 clusters Score -5.394066e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 699 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62835 members 
Mstep: Class 6 contains 11744 members 
Mstep: Class 7 contains 34875 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6832 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 13 contains 28095 members 
Mstep: Class 14 contains 61849 members 
Mstep: Class 15 contains 19692 members 
Mstep: Class 16 contains 54214 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12606 members 
Mstep: Class 20 contains 78941 members 
Mstep: Class 22 contains 18316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940744.000000 Penalty: 35762.246094
Iteration 53Q: 18 clusters Score -5.394074e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 694 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62842 members 
Mstep: Class 6 contains 11743 members 
Mstep: Class 7 contains 34874 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6826 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 13 contains 28104 members 
Mstep: Class 14 contains 61794 members 
Mstep: Class 15 contains 19692 members 
Mstep: Class 16 contains 54215 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 12600 members 
Mstep: Class 20 contains 79002 members 
Mstep: Class 22 contains 18311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940680.000000 Penalty: 35762.246094
Iteration 54Q: 18 clusters Score -5.394068e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62849 members 
Mstep: Class 6 contains 11741 members 
Mstep: Class 7 contains 34874 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6819 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 13 contains 28106 members 
Mstep: Class 14 contains 61740 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 54217 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12594 members 
Mstep: Class 20 contains 79069 members 
Mstep: Class 22 contains 18303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940744.000000 Penalty: 35762.246094
Iteration 55Q: 18 clusters Score -5.394074e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62857 members 
Mstep: Class 6 contains 11747 members 
Mstep: Class 7 contains 34872 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 13 contains 28105 members 
Mstep: Class 14 contains 61690 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 20 contains 79128 members 
Mstep: Class 22 contains 18293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940728.000000 Penalty: 35762.246094
Iteration 56Q: 18 clusters Score -5.394073e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62864 members 
Mstep: Class 6 contains 11748 members 
Mstep: Class 7 contains 34874 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 2964 members 
Mstep: Class 13 contains 28110 members 
Mstep: Class 14 contains 61650 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 54225 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 12587 members 
Mstep: Class 20 contains 79169 members 
Mstep: Class 22 contains 18284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940708.000000 Penalty: 35762.246094
Iteration 57Q: 18 clusters Score -5.394071e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 687 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62868 members 
Mstep: Class 6 contains 11751 members 
Mstep: Class 7 contains 34874 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6812 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 61611 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 54225 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 12586 members 
Mstep: Class 20 contains 79217 members 
Mstep: Class 22 contains 18279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940716.000000 Penalty: 35762.246094
Iteration 58Q: 18 clusters Score -5.394072e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 686 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62870 members 
Mstep: Class 6 contains 11753 members 
Mstep: Class 7 contains 34873 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6814 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 13 contains 28107 members 
Mstep: Class 14 contains 61580 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 54225 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12587 members 
Mstep: Class 20 contains 79257 members 
Mstep: Class 22 contains 18270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940724.000000 Penalty: 35762.246094
Iteration 59Q: 18 clusters Score -5.394072e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 62874 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 34873 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6812 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 13 contains 28105 members 
Mstep: Class 14 contains 61569 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 54224 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12586 members 
Mstep: Class 20 contains 79285 members 
Mstep: Class 22 contains 18260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940720.000000 Penalty: 35762.246094
Iteration 60F: 18 clusters Score -5.394072e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 62877 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 34873 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6811 members 
Mstep: Class 11 contains 2961 members 
Mstep: Class 13 contains 28103 members 
Mstep: Class 14 contains 61554 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 54223 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12586 members 
Mstep: Class 20 contains 79311 members 
Mstep: Class 22 contains 18253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940728.000000 Penalty: 35762.246094
Iteration 61Q: 18 clusters Score -5.394073e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 677 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62878 members 
Mstep: Class 6 contains 11751 members 
Mstep: Class 7 contains 34871 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 13 contains 28103 members 
Mstep: Class 14 contains 61529 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54223 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12590 members 
Mstep: Class 20 contains 79341 members 
Mstep: Class 22 contains 18249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940668.000000 Penalty: 35762.246094
Iteration 62Q: 18 clusters Score -5.394067e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62885 members 
Mstep: Class 6 contains 11751 members 
Mstep: Class 7 contains 34871 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6805 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 13 contains 28101 members 
Mstep: Class 14 contains 61510 members 
Mstep: Class 15 contains 19683 members 
Mstep: Class 16 contains 54224 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12586 members 
Mstep: Class 20 contains 79373 members 
Mstep: Class 22 contains 18239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940732.000000 Penalty: 35762.246094
Iteration 63Q: 18 clusters Score -5.394073e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62886 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 34871 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6799 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 13 contains 28101 members 
Mstep: Class 14 contains 61519 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54224 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12594 members 
Mstep: Class 20 contains 79370 members 
Mstep: Class 22 contains 18236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940680.000000 Penalty: 35762.246094
Iteration 64Q: 18 clusters Score -5.394068e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62894 members 
Mstep: Class 6 contains 11747 members 
Mstep: Class 7 contains 34870 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6795 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 13 contains 28099 members 
Mstep: Class 14 contains 61524 members 
Mstep: Class 15 contains 19683 members 
Mstep: Class 16 contains 54225 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12592 members 
Mstep: Class 20 contains 79374 members 
Mstep: Class 22 contains 18230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940732.000000 Penalty: 35762.246094
Iteration 65Q: 18 clusters Score -5.394073e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62901 members 
Mstep: Class 6 contains 11750 members 
Mstep: Class 7 contains 34869 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6796 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 13 contains 28100 members 
Mstep: Class 14 contains 61510 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 20 contains 79389 members 
Mstep: Class 22 contains 18226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940696.000000 Penalty: 35762.246094
Iteration 66Q: 18 clusters Score -5.39407e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 62901 members 
Mstep: Class 6 contains 11755 members 
Mstep: Class 7 contains 34869 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6793 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 13 contains 28097 members 
Mstep: Class 14 contains 61497 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54223 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 20 contains 79412 members 
Mstep: Class 22 contains 18221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940656.000000 Penalty: 35762.246094
Iteration 67Q: 18 clusters Score -5.394066e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62902 members 
Mstep: Class 6 contains 11758 members 
Mstep: Class 7 contains 34869 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6791 members 
Mstep: Class 11 contains 2957 members 
Mstep: Class 13 contains 28096 members 
Mstep: Class 14 contains 61489 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54224 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12587 members 
Mstep: Class 20 contains 79424 members 
Mstep: Class 22 contains 18220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940640.000000 Penalty: 35762.246094
Iteration 68Q: 18 clusters Score -5.394064e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62904 members 
Mstep: Class 6 contains 11759 members 
Mstep: Class 7 contains 34869 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6791 members 
Mstep: Class 11 contains 2955 members 
Mstep: Class 13 contains 28097 members 
Mstep: Class 14 contains 61471 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54224 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 20 contains 79442 members 
Mstep: Class 22 contains 18219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940664.000000 Penalty: 35762.246094
Iteration 69Q: 18 clusters Score -5.394066e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62907 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34869 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 13 contains 28096 members 
Mstep: Class 14 contains 61463 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12589 members 
Mstep: Class 20 contains 79455 members 
Mstep: Class 22 contains 18217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940620.000000 Penalty: 35762.246094
Iteration 70Q: 18 clusters Score -5.394062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62908 members 
Mstep: Class 6 contains 11760 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 13 contains 28096 members 
Mstep: Class 14 contains 61459 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54221 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12589 members 
Mstep: Class 20 contains 79463 members 
Mstep: Class 22 contains 18216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940612.000000 Penalty: 35762.246094
Iteration 71Q: 18 clusters Score -5.394061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62909 members 
Mstep: Class 6 contains 11758 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 13 contains 28093 members 
Mstep: Class 14 contains 61463 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54221 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12591 members 
Mstep: Class 20 contains 79463 members 
Mstep: Class 22 contains 18216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940604.000000 Penalty: 35762.246094
Iteration 72Q: 18 clusters Score -5.39406e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62909 members 
Mstep: Class 6 contains 11759 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 13 contains 28092 members 
Mstep: Class 14 contains 61465 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54221 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12591 members 
Mstep: Class 20 contains 79467 members 
Mstep: Class 22 contains 18213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940596.000000 Penalty: 35762.246094
Iteration 73Q: 18 clusters Score -5.39406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62911 members 
Mstep: Class 6 contains 11760 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 61463 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12590 members 
Mstep: Class 20 contains 79471 members 
Mstep: Class 22 contains 18211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940580.000000 Penalty: 35762.246094
Iteration 74Q: 18 clusters Score -5.394058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62912 members 
Mstep: Class 6 contains 11759 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 13 contains 28092 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54221 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12590 members 
Mstep: Class 20 contains 79474 members 
Mstep: Class 22 contains 18212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940592.000000 Penalty: 35762.246094
Iteration 75Q: 18 clusters Score -5.394059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 6 contains 11757 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 61449 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12590 members 
Mstep: Class 20 contains 79481 members 
Mstep: Class 22 contains 18212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940648.000000 Penalty: 35762.246094
Iteration 76Q: 18 clusters Score -5.394065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 13 contains 28088 members 
Mstep: Class 14 contains 61444 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 20 contains 79487 members 
Mstep: Class 22 contains 18211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940660.000000 Penalty: 35762.246094
Iteration 77Q: 18 clusters Score -5.394066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 61439 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12592 members 
Mstep: Class 20 contains 79494 members 
Mstep: Class 22 contains 18210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940656.000000 Penalty: 35762.246094
Iteration 78Q: 18 clusters Score -5.394066e+07 nChanged 22
Entering ConstructFrom: 
Score: -53940656.000000 Penalty: 35762.246094
Entering ConstructFrom: 
Trying to split cluster 1 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -250751.234375 Penalty: 1242.765259
	Iteration 0F: 2 clusters Score -250751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -248637.703125 Penalty: 2485.530518
	Iteration 0F: 3 clusters Score -248637.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -249244.078125 Penalty: 2485.530518
	Iteration 1F: 3 clusters Score -249244.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249630.578125 Penalty: 2485.530518
	Iteration 2F: 3 clusters Score -249630.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -249970.156250 Penalty: 2485.530518
	Iteration 3F: 3 clusters Score -249970.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -250215.718750 Penalty: 2485.530518
	Iteration 4F: 3 clusters Score -250215.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -250389.203125 Penalty: 2485.530518
	Iteration 5F: 3 clusters Score -250389.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -250499.156250 Penalty: 2485.530518
	Iteration 6Q: 3 clusters Score -250499.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -250555.609375 Penalty: 2485.530518
	Iteration 7Q: 3 clusters Score -250555.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -250589.500000 Penalty: 2485.530518
	Iteration 8Q: 3 clusters Score -250589.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -250609.312500 Penalty: 2485.530518
	Iteration 9Q: 3 clusters Score -250609.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -250621.109375 Penalty: 2485.530518
	Iteration 10Q: 3 clusters Score -250621.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -250631.234375 Penalty: 2485.530518
	Iteration 11Q: 3 clusters Score -250631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -250635.875000 Penalty: 2485.530518
	Iteration 12Q: 3 clusters Score -250635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -250636.093750 Penalty: 2485.530518
	Iteration 13Q: 3 clusters Score -250636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -250636.093750 Penalty: 2485.530518
	Iteration 14F: 3 clusters Score -250636.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -69534.695312 Penalty: 1054.001099
	Iteration 0F: 2 clusters Score -69534.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68500.375000 Penalty: 2108.002197
	Iteration 0F: 3 clusters Score -68500.38 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69042.578125 Penalty: 2108.002197
	Iteration 1F: 3 clusters Score -69042.58 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -69320.062500 Penalty: 2108.002197
	Iteration 2F: 3 clusters Score -69320.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69441.398438 Penalty: 2108.002197
	Iteration 3F: 3 clusters Score -69441.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -69479.406250 Penalty: 2108.002197
	Iteration 4Q: 3 clusters Score -69479.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -69493.968750 Penalty: 2108.002197
	Iteration 5Q: 3 clusters Score -69493.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69501.515625 Penalty: 2108.002197
	Iteration 6Q: 3 clusters Score -69501.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69505.945312 Penalty: 2108.002197
	Iteration 7Q: 3 clusters Score -69505.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69505.945312 Penalty: 2108.002197
	Iteration 8F: 3 clusters Score -69505.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Entering Unmasked Estep 
Score: -2069343.750000 Penalty: 1569.409790
	Iteration 0F: 2 clusters Score -2069344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2058437.625000 Penalty: 3138.819580
	Iteration 0F: 3 clusters Score -2058438 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2062220.000000 Penalty: 3138.819580
	Iteration 1F: 3 clusters Score -2062220 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2062509.750000 Penalty: 3138.819580
	Iteration 2F: 3 clusters Score -2062510 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2062758.125000 Penalty: 3138.819580
	Iteration 3Q: 3 clusters Score -2062758 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2063008.125000 Penalty: 3138.819580
	Iteration 4Q: 3 clusters Score -2063008 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2063317.625000 Penalty: 3138.819580
	Iteration 5Q: 3 clusters Score -2063318 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2063682.250000 Penalty: 3138.819580
	Iteration 6Q: 3 clusters Score -2063682 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2064193.875000 Penalty: 3138.819580
	Iteration 7F: 3 clusters Score -2064194 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2064843.625000 Penalty: 3138.819580
	Iteration 8F: 3 clusters Score -2064844 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2065582.625000 Penalty: 3138.819580
	Iteration 9F: 3 clusters Score -2065583 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2066371.000000 Penalty: 3138.819580
	Iteration 10F: 3 clusters Score -2066371 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2067053.000000 Penalty: 3138.819580
	Iteration 11Q: 3 clusters Score -2067053 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2067483.125000 Penalty: 3138.819580
	Iteration 12Q: 3 clusters Score -2067483 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2067706.750000 Penalty: 3138.819580
	Iteration 13Q: 3 clusters Score -2067707 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2067833.750000 Penalty: 3138.819580
	Iteration 14Q: 3 clusters Score -2067834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2067908.500000 Penalty: 3138.819580
	Iteration 15Q: 3 clusters Score -2067908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2067945.625000 Penalty: 3138.819580
	Iteration 16Q: 3 clusters Score -2067946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2067984.000000 Penalty: 3138.819580
	Iteration 17Q: 3 clusters Score -2067984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2067996.750000 Penalty: 3138.819580
	Iteration 18Q: 3 clusters Score -2067997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2068004.375000 Penalty: 3138.819580
	Iteration 19Q: 3 clusters Score -2068004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2068017.000000 Penalty: 3138.819580
	Iteration 20F: 3 clusters Score -2068017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2068028.250000 Penalty: 3138.819580
	Iteration 21Q: 3 clusters Score -2068028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2068042.250000 Penalty: 3138.819580
	Iteration 22Q: 3 clusters Score -2068042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2068050.000000 Penalty: 3138.819580
	Iteration 23Q: 3 clusters Score -2068050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2068059.250000 Penalty: 3138.819580
	Iteration 24Q: 3 clusters Score -2068059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2068063.625000 Penalty: 3138.819580
	Iteration 25Q: 3 clusters Score -2068064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2068068.875000 Penalty: 3138.819580
	Iteration 26Q: 3 clusters Score -2068069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2068071.625000 Penalty: 3138.819580
	Iteration 27Q: 3 clusters Score -2068072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2068077.000000 Penalty: 3138.819580
	Iteration 28Q: 3 clusters Score -2068077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2068077.000000 Penalty: 3138.819580
	Iteration 29F: 3 clusters Score -2068077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Entering Unmasked Estep 
Score: -8303541.000000 Penalty: 1795.547729
	Iteration 0F: 2 clusters Score -8303541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -8262228.000000 Penalty: 3591.095459
	Iteration 0F: 3 clusters Score -8262228 nChanged 29761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -8279179.500000 Penalty: 3591.095459
	Iteration 1F: 3 clusters Score -8279180 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -8279893.500000 Penalty: 3591.095459
	Iteration 2Q: 3 clusters Score -8279894 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -8281007.000000 Penalty: 3591.095459
	Iteration 3Q: 3 clusters Score -8281007 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -8282577.500000 Penalty: 3591.095459
	Iteration 4F: 3 clusters Score -8282578 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -8284939.500000 Penalty: 3591.095459
	Iteration 5F: 3 clusters Score -8284940 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -8288225.000000 Penalty: 3591.095459
	Iteration 6F: 3 clusters Score -8288225 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -8292214.000000 Penalty: 3591.095459
	Iteration 7F: 3 clusters Score -8292214 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -8296082.500000 Penalty: 3591.095459
	Iteration 8F: 3 clusters Score -8296082 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8298881.000000 Penalty: 3591.095459
	Iteration 9F: 3 clusters Score -8298881 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8300609.500000 Penalty: 3591.095459
	Iteration 10Q: 3 clusters Score -8300610 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8301353.000000 Penalty: 3591.095459
	Iteration 11Q: 3 clusters Score -8301353 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8301693.500000 Penalty: 3591.095459
	Iteration 12Q: 3 clusters Score -8301694 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8301866.500000 Penalty: 3591.095459
	Iteration 13Q: 3 clusters Score -8301866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8301975.000000 Penalty: 3591.095459
	Iteration 14Q: 3 clusters Score -8301975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8302001.000000 Penalty: 3591.095459
	Iteration 15Q: 3 clusters Score -8302001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8302024.500000 Penalty: 3591.095459
	Iteration 16Q: 3 clusters Score -8302024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8302043.000000 Penalty: 3591.095459
	Iteration 17Q: 3 clusters Score -8302043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8302054.000000 Penalty: 3591.095459
	Iteration 18Q: 3 clusters Score -8302054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8302061.000000 Penalty: 3591.095459
	Iteration 19Q: 3 clusters Score -8302061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8302069.500000 Penalty: 3591.095459
	Iteration 20F: 3 clusters Score -8302070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8302078.000000 Penalty: 3591.095459
	Iteration 21Q: 3 clusters Score -8302078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8302078.500000 Penalty: 3591.095459
	Iteration 22Q: 3 clusters Score -8302078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8302081.000000 Penalty: 3591.095459
	Iteration 23Q: 3 clusters Score -8302081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8302077.500000 Penalty: 3591.095459
	Iteration 24Q: 3 clusters Score -8302078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8302080.000000 Penalty: 3591.095459
	Iteration 25Q: 3 clusters Score -8302080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8302073.500000 Penalty: 3591.095459
	Iteration 26Q: 3 clusters Score -8302074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8302070.000000 Penalty: 3591.095459
	Iteration 27Q: 3 clusters Score -8302070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8302071.500000 Penalty: 3591.095459
	Iteration 28Q: 3 clusters Score -8302072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8302076.500000 Penalty: 3591.095459
	Iteration 29Q: 3 clusters Score -8302076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8302075.000000 Penalty: 3591.095459
	Iteration 30Q: 3 clusters Score -8302075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8302068.000000 Penalty: 3591.095459
	Iteration 31Q: 3 clusters Score -8302068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8302079.000000 Penalty: 3591.095459
	Iteration 32Q: 3 clusters Score -8302079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8302083.500000 Penalty: 3591.095459
	Iteration 33Q: 3 clusters Score -8302084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8302094.500000 Penalty: 3591.095459
	Iteration 34Q: 3 clusters Score -8302094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8302096.500000 Penalty: 3591.095459
	Iteration 35Q: 3 clusters Score -8302096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8302099.500000 Penalty: 3591.095459
	Iteration 36Q: 3 clusters Score -8302100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8302099.500000 Penalty: 3591.095459
	Iteration 37F: 3 clusters Score -8302100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Entering Unmasked Estep 
Score: -1477572.375000 Penalty: 1522.969360
	Iteration 0F: 2 clusters Score -1477572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1469279.375000 Penalty: 3045.938721
	Iteration 0F: 3 clusters Score -1469279 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1471924.500000 Penalty: 3045.938721
	Iteration 1F: 3 clusters Score -1471924 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1472196.375000 Penalty: 3045.938721
	Iteration 2F: 3 clusters Score -1472196 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1472438.000000 Penalty: 3045.938721
	Iteration 3F: 3 clusters Score -1472438 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1472675.000000 Penalty: 3045.938721
	Iteration 4Q: 3 clusters Score -1472675 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1472925.500000 Penalty: 3045.938721
	Iteration 5Q: 3 clusters Score -1472926 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1473180.750000 Penalty: 3045.938721
	Iteration 6Q: 3 clusters Score -1473181 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1473450.500000 Penalty: 3045.938721
	Iteration 7Q: 3 clusters Score -1473450 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1473783.875000 Penalty: 3045.938721
	Iteration 8Q: 3 clusters Score -1473784 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1474104.625000 Penalty: 3045.938721
	Iteration 9F: 3 clusters Score -1474105 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1474372.750000 Penalty: 3045.938721
	Iteration 10Q: 3 clusters Score -1474373 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1474597.375000 Penalty: 3045.938721
	Iteration 11Q: 3 clusters Score -1474597 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1474761.500000 Penalty: 3045.938721
	Iteration 12Q: 3 clusters Score -1474762 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1474891.375000 Penalty: 3045.938721
	Iteration 13Q: 3 clusters Score -1474891 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1474999.875000 Penalty: 3045.938721
	Iteration 14Q: 3 clusters Score -1475000 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1475079.250000 Penalty: 3045.938721
	Iteration 15Q: 3 clusters Score -1475079 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1475137.375000 Penalty: 3045.938721
	Iteration 16Q: 3 clusters Score -1475137 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1475186.125000 Penalty: 3045.938721
	Iteration 17Q: 3 clusters Score -1475186 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1475221.750000 Penalty: 3045.938721
	Iteration 18Q: 3 clusters Score -1475222 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1475250.625000 Penalty: 3045.938721
	Iteration 19Q: 3 clusters Score -1475251 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1475276.375000 Penalty: 3045.938721
	Iteration 20F: 3 clusters Score -1475276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1475286.250000 Penalty: 3045.938721
	Iteration 21Q: 3 clusters Score -1475286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1475295.625000 Penalty: 3045.938721
	Iteration 22Q: 3 clusters Score -1475296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1475304.500000 Penalty: 3045.938721
	Iteration 23Q: 3 clusters Score -1475304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1475316.250000 Penalty: 3045.938721
	Iteration 24Q: 3 clusters Score -1475316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1475326.000000 Penalty: 3045.938721
	Iteration 25Q: 3 clusters Score -1475326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1475334.875000 Penalty: 3045.938721
	Iteration 26Q: 3 clusters Score -1475335 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1475345.000000 Penalty: 3045.938721
	Iteration 27Q: 3 clusters Score -1475345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1475353.750000 Penalty: 3045.938721
	Iteration 28Q: 3 clusters Score -1475354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1475374.125000 Penalty: 3045.938721
	Iteration 29Q: 3 clusters Score -1475374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1475384.750000 Penalty: 3045.938721
	Iteration 30Q: 3 clusters Score -1475385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1475406.500000 Penalty: 3045.938721
	Iteration 31Q: 3 clusters Score -1475406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1475418.500000 Penalty: 3045.938721
	Iteration 32Q: 3 clusters Score -1475418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1475428.000000 Penalty: 3045.938721
	Iteration 33Q: 3 clusters Score -1475428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1475439.250000 Penalty: 3045.938721
	Iteration 34Q: 3 clusters Score -1475439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1475440.375000 Penalty: 3045.938721
	Iteration 35Q: 3 clusters Score -1475440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1475441.750000 Penalty: 3045.938721
	Iteration 36Q: 3 clusters Score -1475442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1475448.125000 Penalty: 3045.938721
	Iteration 37Q: 3 clusters Score -1475448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1475448.625000 Penalty: 3045.938721
	Iteration 38Q: 3 clusters Score -1475449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1475454.500000 Penalty: 3045.938721
	Iteration 39Q: 3 clusters Score -1475454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1475453.625000 Penalty: 3045.938721
	Iteration 40F: 3 clusters Score -1475454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1475457.375000 Penalty: 3045.938721
	Iteration 41Q: 3 clusters Score -1475457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1475458.000000 Penalty: 3045.938721
	Iteration 42Q: 3 clusters Score -1475458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1475457.375000 Penalty: 3045.938721
	Iteration 43Q: 3 clusters Score -1475457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1475457.125000 Penalty: 3045.938721
	Iteration 44Q: 3 clusters Score -1475457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1475458.125000 Penalty: 3045.938721
	Iteration 45Q: 3 clusters Score -1475458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1475456.750000 Penalty: 3045.938721
	Iteration 46Q: 3 clusters Score -1475457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1475457.750000 Penalty: 3045.938721
	Iteration 47Q: 3 clusters Score -1475458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1475460.000000 Penalty: 3045.938721
	Iteration 48Q: 3 clusters Score -1475460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1475457.875000 Penalty: 3045.938721
	Iteration 49Q: 3 clusters Score -1475458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1475458.875000 Penalty: 3045.938721
	Iteration 50Q: 3 clusters Score -1475459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1475455.875000 Penalty: 3045.938721
	Iteration 51Q: 3 clusters Score -1475456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1475455.250000 Penalty: 3045.938721
	Iteration 52Q: 3 clusters Score -1475455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1475456.750000 Penalty: 3045.938721
	Iteration 53Q: 3 clusters Score -1475457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1475459.750000 Penalty: 3045.938721
	Iteration 54Q: 3 clusters Score -1475460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1475461.500000 Penalty: 3045.938721
	Iteration 55Q: 3 clusters Score -1475462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1475462.750000 Penalty: 3045.938721
	Iteration 56Q: 3 clusters Score -1475463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1475463.250000 Penalty: 3045.938721
	Iteration 57Q: 3 clusters Score -1475463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1475466.500000 Penalty: 3045.938721
	Iteration 58Q: 3 clusters Score -1475466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1475466.125000 Penalty: 3045.938721
	Iteration 59Q: 3 clusters Score -1475466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1475465.250000 Penalty: 3045.938721
	Iteration 60F: 3 clusters Score -1475465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1475463.750000 Penalty: 3045.938721
	Iteration 61Q: 3 clusters Score -1475464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1475461.750000 Penalty: 3045.938721
	Iteration 62Q: 3 clusters Score -1475462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1475463.875000 Penalty: 3045.938721
	Iteration 63Q: 3 clusters Score -1475464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1475466.750000 Penalty: 3045.938721
	Iteration 64Q: 3 clusters Score -1475467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1475466.375000 Penalty: 3045.938721
	Iteration 65Q: 3 clusters Score -1475466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1475466.750000 Penalty: 3045.938721
	Iteration 66Q: 3 clusters Score -1475467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1475465.250000 Penalty: 3045.938721
	Iteration 67Q: 3 clusters Score -1475465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1475464.625000 Penalty: 3045.938721
	Iteration 68Q: 3 clusters Score -1475465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1475463.625000 Penalty: 3045.938721
	Iteration 69Q: 3 clusters Score -1475464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1475463.125000 Penalty: 3045.938721
	Iteration 70Q: 3 clusters Score -1475463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1475464.375000 Penalty: 3045.938721
	Iteration 71Q: 3 clusters Score -1475464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1475464.500000 Penalty: 3045.938721
	Iteration 72Q: 3 clusters Score -1475464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1475464.500000 Penalty: 3045.938721
	Iteration 73F: 3 clusters Score -1475464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Entering Unmasked Estep 
Score: -4577465.500000 Penalty: 1699.640259
	Iteration 0F: 2 clusters Score -4577466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -4554091.000000 Penalty: 3399.280518
	Iteration 0F: 3 clusters Score -4554091 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4563154.500000 Penalty: 3399.280518
	Iteration 1F: 3 clusters Score -4563154 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4563783.500000 Penalty: 3399.280518
	Iteration 2Q: 3 clusters Score -4563784 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -4564495.000000 Penalty: 3399.280518
	Iteration 3F: 3 clusters Score -4564495 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4565289.500000 Penalty: 3399.280518
	Iteration 4F: 3 clusters Score -4565290 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4566119.000000 Penalty: 3399.280518
	Iteration 5F: 3 clusters Score -4566119 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -4566926.000000 Penalty: 3399.280518
	Iteration 6F: 3 clusters Score -4566926 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -4567694.500000 Penalty: 3399.280518
	Iteration 7F: 3 clusters Score -4567694 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4568433.000000 Penalty: 3399.280518
	Iteration 8Q: 3 clusters Score -4568433 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4569104.500000 Penalty: 3399.280518
	Iteration 9Q: 3 clusters Score -4569104 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -4569757.000000 Penalty: 3399.280518
	Iteration 10Q: 3 clusters Score -4569757 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -4570368.000000 Penalty: 3399.280518
	Iteration 11Q: 3 clusters Score -4570368 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4571045.000000 Penalty: 3399.280518
	Iteration 12Q: 3 clusters Score -4571045 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4571813.000000 Penalty: 3399.280518
	Iteration 13Q: 3 clusters Score -4571813 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -4572673.500000 Penalty: 3399.280518
	Iteration 14Q: 3 clusters Score -4572674 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4573598.500000 Penalty: 3399.280518
	Iteration 15Q: 3 clusters Score -4573598 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4574406.000000 Penalty: 3399.280518
	Iteration 16Q: 3 clusters Score -4574406 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4575079.500000 Penalty: 3399.280518
	Iteration 17Q: 3 clusters Score -4575080 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4575481.500000 Penalty: 3399.280518
	Iteration 18Q: 3 clusters Score -4575482 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4575706.000000 Penalty: 3399.280518
	Iteration 19Q: 3 clusters Score -4575706 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4575809.000000 Penalty: 3399.280518
	Iteration 20F: 3 clusters Score -4575809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4575867.000000 Penalty: 3399.280518
	Iteration 21Q: 3 clusters Score -4575867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4575903.500000 Penalty: 3399.280518
	Iteration 22Q: 3 clusters Score -4575904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4575929.500000 Penalty: 3399.280518
	Iteration 23Q: 3 clusters Score -4575930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4575957.500000 Penalty: 3399.280518
	Iteration 24Q: 3 clusters Score -4575958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4575985.500000 Penalty: 3399.280518
	Iteration 25Q: 3 clusters Score -4575986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4576007.000000 Penalty: 3399.280518
	Iteration 26Q: 3 clusters Score -4576007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4576016.000000 Penalty: 3399.280518
	Iteration 27Q: 3 clusters Score -4576016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4576020.500000 Penalty: 3399.280518
	Iteration 28Q: 3 clusters Score -4576020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4576027.000000 Penalty: 3399.280518
	Iteration 29Q: 3 clusters Score -4576027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4576031.000000 Penalty: 3399.280518
	Iteration 30Q: 3 clusters Score -4576031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4576037.500000 Penalty: 3399.280518
	Iteration 31Q: 3 clusters Score -4576038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4576038.000000 Penalty: 3399.280518
	Iteration 32Q: 3 clusters Score -4576038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4576038.000000 Penalty: 3399.280518
	Iteration 33F: 3 clusters Score -4576038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -42444.433594 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -42444.43 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 225 members 
Entering Unmasked Estep 
Score: -41629.425781 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -41629.43 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42308.222656 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -42308.22 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42929.136719 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -42929.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43019.203125 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -43019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43099.628906 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -43099.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43122.035156 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -43122.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43138.269531 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -43138.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -43150.308594 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -43150.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43155.828125 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -43155.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43162.203125 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -43162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -43165.351562 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -43165.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -43165.351562 Penalty: 1966.163452
	Iteration 11F: 3 clusters Score -43165.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 103 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 13 contains 28085 members 
Mstep: Class 14 contains 61433 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 20 contains 79503 members 
Mstep: Class 22 contains 18209 members 
Entering Unmasked Estep 
Score: -53940244.000000 Penalty: 37865.906250
Splitting cluster 9 changes total score from -53940656.000000 to -53940244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Entering Unmasked Estep 
Score: -854950.625000 Penalty: 1433.699219
	Iteration 0F: 2 clusters Score -854950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -849742.875000 Penalty: 2867.398438
	Iteration 0F: 3 clusters Score -849742.9 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -851348.562500 Penalty: 2867.398438
	Iteration 1F: 3 clusters Score -851348.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -851578.812500 Penalty: 2867.398438
	Iteration 2F: 3 clusters Score -851578.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -851756.125000 Penalty: 2867.398438
	Iteration 3F: 3 clusters Score -851756.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -851900.625000 Penalty: 2867.398438
	Iteration 4Q: 3 clusters Score -851900.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -852020.062500 Penalty: 2867.398438
	Iteration 5Q: 3 clusters Score -852020.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -852108.625000 Penalty: 2867.398438
	Iteration 6Q: 3 clusters Score -852108.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -852197.625000 Penalty: 2867.398438
	Iteration 7Q: 3 clusters Score -852197.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -852299.500000 Penalty: 2867.398438
	Iteration 8Q: 3 clusters Score -852299.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -852395.062500 Penalty: 2867.398438
	Iteration 9Q: 3 clusters Score -852395.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -852482.500000 Penalty: 2867.398438
	Iteration 10Q: 3 clusters Score -852482.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -852561.875000 Penalty: 2867.398438
	Iteration 11Q: 3 clusters Score -852561.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -852653.687500 Penalty: 2867.398438
	Iteration 12Q: 3 clusters Score -852653.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -852759.000000 Penalty: 2867.398438
	Iteration 13Q: 3 clusters Score -852759 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -852874.875000 Penalty: 2867.398438
	Iteration 14Q: 3 clusters Score -852874.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -853004.937500 Penalty: 2867.398438
	Iteration 15Q: 3 clusters Score -853004.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -853130.312500 Penalty: 2867.398438
	Iteration 16Q: 3 clusters Score -853130.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -853229.062500 Penalty: 2867.398438
	Iteration 17Q: 3 clusters Score -853229.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -853307.437500 Penalty: 2867.398438
	Iteration 18Q: 3 clusters Score -853307.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -853393.687500 Penalty: 2867.398438
	Iteration 19Q: 3 clusters Score -853393.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -853471.937500 Penalty: 2867.398438
	Iteration 20F: 3 clusters Score -853471.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -853533.875000 Penalty: 2867.398438
	Iteration 21Q: 3 clusters Score -853533.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -853589.812500 Penalty: 2867.398438
	Iteration 22Q: 3 clusters Score -853589.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -853625.125000 Penalty: 2867.398438
	Iteration 23Q: 3 clusters Score -853625.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -853646.625000 Penalty: 2867.398438
	Iteration 24Q: 3 clusters Score -853646.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -853661.625000 Penalty: 2867.398438
	Iteration 25Q: 3 clusters Score -853661.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -853670.750000 Penalty: 2867.398438
	Iteration 26Q: 3 clusters Score -853670.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -853678.437500 Penalty: 2867.398438
	Iteration 27Q: 3 clusters Score -853678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -853683.812500 Penalty: 2867.398438
	Iteration 28Q: 3 clusters Score -853683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -853687.187500 Penalty: 2867.398438
	Iteration 29Q: 3 clusters Score -853687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -853687.625000 Penalty: 2867.398438
	Iteration 30Q: 3 clusters Score -853687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -853690.187500 Penalty: 2867.398438
	Iteration 31Q: 3 clusters Score -853690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -853694.000000 Penalty: 2867.398438
	Iteration 32Q: 3 clusters Score -853694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -853694.250000 Penalty: 2867.398438
	Iteration 33Q: 3 clusters Score -853694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -853694.250000 Penalty: 2867.398438
	Iteration 34F: 3 clusters Score -853694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Entering Unmasked Estep 
Score: -353005.343750 Penalty: 1298.303589
	Iteration 0F: 2 clusters Score -353005.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -350361.812500 Penalty: 2596.607178
	Iteration 0F: 3 clusters Score -350361.8 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -351211.218750 Penalty: 2596.607178
	Iteration 1F: 3 clusters Score -351211.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -351520.812500 Penalty: 2596.607178
	Iteration 2F: 3 clusters Score -351520.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -351706.406250 Penalty: 2596.607178
	Iteration 3F: 3 clusters Score -351706.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -351914.562500 Penalty: 2596.607178
	Iteration 4F: 3 clusters Score -351914.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -352146.468750 Penalty: 2596.607178
	Iteration 5F: 3 clusters Score -352146.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -352322.437500 Penalty: 2596.607178
	Iteration 6F: 3 clusters Score -352322.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -352486.406250 Penalty: 2596.607178
	Iteration 7Q: 3 clusters Score -352486.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -352594.218750 Penalty: 2596.607178
	Iteration 8Q: 3 clusters Score -352594.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -352651.687500 Penalty: 2596.607178
	Iteration 9Q: 3 clusters Score -352651.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -352684.031250 Penalty: 2596.607178
	Iteration 10Q: 3 clusters Score -352684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -352715.156250 Penalty: 2596.607178
	Iteration 11Q: 3 clusters Score -352715.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -352739.937500 Penalty: 2596.607178
	Iteration 12Q: 3 clusters Score -352739.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -352755.375000 Penalty: 2596.607178
	Iteration 13Q: 3 clusters Score -352755.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -352765.000000 Penalty: 2596.607178
	Iteration 14Q: 3 clusters Score -352765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -352769.531250 Penalty: 2596.607178
	Iteration 15Q: 3 clusters Score -352769.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -352771.312500 Penalty: 2596.607178
	Iteration 16Q: 3 clusters Score -352771.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -352773.156250 Penalty: 2596.607178
	Iteration 17Q: 3 clusters Score -352773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -352774.093750 Penalty: 2596.607178
	Iteration 18Q: 3 clusters Score -352774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -352774.468750 Penalty: 2596.607178
	Iteration 19Q: 3 clusters Score -352774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -352776.187500 Penalty: 2596.607178
	Iteration 20F: 3 clusters Score -352776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -352778.031250 Penalty: 2596.607178
	Iteration 21Q: 3 clusters Score -352778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -352778.062500 Penalty: 2596.607178
	Iteration 22Q: 3 clusters Score -352778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -352778.062500 Penalty: 2596.607178
	Iteration 23F: 3 clusters Score -352778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Entering Unmasked Estep 
Score: -3698374.750000 Penalty: 1664.485962
	Iteration 0F: 2 clusters Score -3698375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3679440.500000 Penalty: 3328.971924
	Iteration 0F: 3 clusters Score -3679440 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3686484.500000 Penalty: 3328.971924
	Iteration 1F: 3 clusters Score -3686484 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3686917.750000 Penalty: 3328.971924
	Iteration 2Q: 3 clusters Score -3686918 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3687369.000000 Penalty: 3328.971924
	Iteration 3Q: 3 clusters Score -3687369 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3687807.500000 Penalty: 3328.971924
	Iteration 4Q: 3 clusters Score -3687808 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3688288.250000 Penalty: 3328.971924
	Iteration 5Q: 3 clusters Score -3688288 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3688838.000000 Penalty: 3328.971924
	Iteration 6Q: 3 clusters Score -3688838 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3689450.000000 Penalty: 3328.971924
	Iteration 7Q: 3 clusters Score -3689450 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3690104.000000 Penalty: 3328.971924
	Iteration 8Q: 3 clusters Score -3690104 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3690869.250000 Penalty: 3328.971924
	Iteration 9F: 3 clusters Score -3690869 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3691743.750000 Penalty: 3328.971924
	Iteration 10F: 3 clusters Score -3691744 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3692755.750000 Penalty: 3328.971924
	Iteration 11F: 3 clusters Score -3692756 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3693842.000000 Penalty: 3328.971924
	Iteration 12F: 3 clusters Score -3693842 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3694819.750000 Penalty: 3328.971924
	Iteration 13Q: 3 clusters Score -3694820 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3695564.250000 Penalty: 3328.971924
	Iteration 14Q: 3 clusters Score -3695564 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3696150.500000 Penalty: 3328.971924
	Iteration 15Q: 3 clusters Score -3696150 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3696466.250000 Penalty: 3328.971924
	Iteration 16Q: 3 clusters Score -3696466 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3696641.750000 Penalty: 3328.971924
	Iteration 17Q: 3 clusters Score -3696642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3696744.250000 Penalty: 3328.971924
	Iteration 18Q: 3 clusters Score -3696744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3696810.750000 Penalty: 3328.971924
	Iteration 19Q: 3 clusters Score -3696811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3696834.750000 Penalty: 3328.971924
	Iteration 20F: 3 clusters Score -3696835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3696848.750000 Penalty: 3328.971924
	Iteration 21Q: 3 clusters Score -3696849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3696862.750000 Penalty: 3328.971924
	Iteration 22Q: 3 clusters Score -3696863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3696867.750000 Penalty: 3328.971924
	Iteration 23Q: 3 clusters Score -3696868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3696869.000000 Penalty: 3328.971924
	Iteration 24Q: 3 clusters Score -3696869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3696872.250000 Penalty: 3328.971924
	Iteration 25Q: 3 clusters Score -3696872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3696872.500000 Penalty: 3328.971924
	Iteration 26Q: 3 clusters Score -3696872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3696877.250000 Penalty: 3328.971924
	Iteration 27Q: 3 clusters Score -3696877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3696877.250000 Penalty: 3328.971924
	Iteration 28F: 3 clusters Score -3696877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Entering Unmasked Estep 
Score: -8053917.500000 Penalty: 1791.676636
	Iteration 0F: 2 clusters Score -8053918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -8013378.500000 Penalty: 3583.353271
	Iteration 0F: 3 clusters Score -8013378 nChanged 28985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -8029739.500000 Penalty: 3583.353271
	Iteration 1F: 3 clusters Score -8029740 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -8030317.000000 Penalty: 3583.353271
	Iteration 2Q: 3 clusters Score -8030317 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -8030838.000000 Penalty: 3583.353271
	Iteration 3Q: 3 clusters Score -8030838 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -8031575.000000 Penalty: 3583.353271
	Iteration 4Q: 3 clusters Score -8031575 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -8032539.500000 Penalty: 3583.353271
	Iteration 5Q: 3 clusters Score -8032540 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -8033846.500000 Penalty: 3583.353271
	Iteration 6Q: 3 clusters Score -8033846 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -8035591.500000 Penalty: 3583.353271
	Iteration 7F: 3 clusters Score -8035592 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -8037794.500000 Penalty: 3583.353271
	Iteration 8F: 3 clusters Score -8037794 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8040458.000000 Penalty: 3583.353271
	Iteration 9F: 3 clusters Score -8040458 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -8043284.500000 Penalty: 3583.353271
	Iteration 10F: 3 clusters Score -8043284 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -8046140.000000 Penalty: 3583.353271
	Iteration 11F: 3 clusters Score -8046140 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -8048288.000000 Penalty: 3583.353271
	Iteration 12Q: 3 clusters Score -8048288 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -8049522.500000 Penalty: 3583.353271
	Iteration 13Q: 3 clusters Score -8049522 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -8050271.000000 Penalty: 3583.353271
	Iteration 14Q: 3 clusters Score -8050271 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -8050804.500000 Penalty: 3583.353271
	Iteration 15Q: 3 clusters Score -8050804 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -8051222.500000 Penalty: 3583.353271
	Iteration 16Q: 3 clusters Score -8051222 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -8051633.000000 Penalty: 3583.353271
	Iteration 17Q: 3 clusters Score -8051633 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -8051876.500000 Penalty: 3583.353271
	Iteration 18Q: 3 clusters Score -8051876 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -8052108.000000 Penalty: 3583.353271
	Iteration 19Q: 3 clusters Score -8052108 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -8052313.000000 Penalty: 3583.353271
	Iteration 20F: 3 clusters Score -8052313 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -8052493.000000 Penalty: 3583.353271
	Iteration 21Q: 3 clusters Score -8052493 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -8052651.500000 Penalty: 3583.353271
	Iteration 22Q: 3 clusters Score -8052652 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -8052777.500000 Penalty: 3583.353271
	Iteration 23Q: 3 clusters Score -8052778 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -8052853.500000 Penalty: 3583.353271
	Iteration 24Q: 3 clusters Score -8052854 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -8052943.500000 Penalty: 3583.353271
	Iteration 25Q: 3 clusters Score -8052944 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -8052980.500000 Penalty: 3583.353271
	Iteration 26Q: 3 clusters Score -8052980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -8053012.000000 Penalty: 3583.353271
	Iteration 27Q: 3 clusters Score -8053012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -8053013.500000 Penalty: 3583.353271
	Iteration 28Q: 3 clusters Score -8053014 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -8053061.000000 Penalty: 3583.353271
	Iteration 29Q: 3 clusters Score -8053061 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -8053080.000000 Penalty: 3583.353271
	Iteration 30Q: 3 clusters Score -8053080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -8053081.000000 Penalty: 3583.353271
	Iteration 31Q: 3 clusters Score -8053081 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -8053087.500000 Penalty: 3583.353271
	Iteration 32Q: 3 clusters Score -8053088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -8053083.500000 Penalty: 3583.353271
	Iteration 33Q: 3 clusters Score -8053084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -8053098.000000 Penalty: 3583.353271
	Iteration 34Q: 3 clusters Score -8053098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -8053094.500000 Penalty: 3583.353271
	Iteration 35Q: 3 clusters Score -8053094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -8053129.500000 Penalty: 3583.353271
	Iteration 36Q: 3 clusters Score -8053130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -8053146.500000 Penalty: 3583.353271
	Iteration 37Q: 3 clusters Score -8053146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -8053148.500000 Penalty: 3583.353271
	Iteration 38Q: 3 clusters Score -8053148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -8053147.000000 Penalty: 3583.353271
	Iteration 39Q: 3 clusters Score -8053147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -8053141.000000 Penalty: 3583.353271
	Iteration 40F: 3 clusters Score -8053141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -8053142.500000 Penalty: 3583.353271
	Iteration 41Q: 3 clusters Score -8053142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -8053164.500000 Penalty: 3583.353271
	Iteration 42Q: 3 clusters Score -8053164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -8053160.500000 Penalty: 3583.353271
	Iteration 43Q: 3 clusters Score -8053160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -8053172.000000 Penalty: 3583.353271
	Iteration 44Q: 3 clusters Score -8053172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -8053172.000000 Penalty: 3583.353271
	Iteration 45Q: 3 clusters Score -8053172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -8053170.000000 Penalty: 3583.353271
	Iteration 46Q: 3 clusters Score -8053170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -8053172.500000 Penalty: 3583.353271
	Iteration 47Q: 3 clusters Score -8053172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -8053165.000000 Penalty: 3583.353271
	Iteration 48Q: 3 clusters Score -8053165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -8053166.500000 Penalty: 3583.353271
	Iteration 49Q: 3 clusters Score -8053166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -8053163.000000 Penalty: 3583.353271
	Iteration 50Q: 3 clusters Score -8053163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -8053163.000000 Penalty: 3583.353271
	Iteration 51Q: 3 clusters Score -8053163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -8053166.000000 Penalty: 3583.353271
	Iteration 52Q: 3 clusters Score -8053166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -8053170.000000 Penalty: 3583.353271
	Iteration 53Q: 3 clusters Score -8053170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -8053167.000000 Penalty: 3583.353271
	Iteration 54Q: 3 clusters Score -8053167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -8053162.500000 Penalty: 3583.353271
	Iteration 55Q: 3 clusters Score -8053162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -8053162.500000 Penalty: 3583.353271
	Iteration 56Q: 3 clusters Score -8053162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -8053163.000000 Penalty: 3583.353271
	Iteration 57Q: 3 clusters Score -8053163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -8053165.500000 Penalty: 3583.353271
	Iteration 58Q: 3 clusters Score -8053166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -8053165.500000 Penalty: 3583.353271
	Iteration 59F: 3 clusters Score -8053166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Entering Unmasked Estep 
Score: -2604496.750000 Penalty: 1606.728760
	Iteration 0F: 2 clusters Score -2604497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2590927.000000 Penalty: 3213.457520
	Iteration 0F: 3 clusters Score -2590927 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2595761.000000 Penalty: 3213.457520
	Iteration 1F: 3 clusters Score -2595761 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2596019.500000 Penalty: 3213.457520
	Iteration 2Q: 3 clusters Score -2596020 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2596271.500000 Penalty: 3213.457520
	Iteration 3Q: 3 clusters Score -2596272 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2596500.750000 Penalty: 3213.457520
	Iteration 4Q: 3 clusters Score -2596501 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2596755.750000 Penalty: 3213.457520
	Iteration 5Q: 3 clusters Score -2596756 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2597060.000000 Penalty: 3213.457520
	Iteration 6Q: 3 clusters Score -2597060 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2597430.750000 Penalty: 3213.457520
	Iteration 7Q: 3 clusters Score -2597431 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2597957.250000 Penalty: 3213.457520
	Iteration 8F: 3 clusters Score -2597957 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2598675.000000 Penalty: 3213.457520
	Iteration 9F: 3 clusters Score -2598675 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2599575.250000 Penalty: 3213.457520
	Iteration 10F: 3 clusters Score -2599575 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2600558.750000 Penalty: 3213.457520
	Iteration 11F: 3 clusters Score -2600559 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2601464.250000 Penalty: 3213.457520
	Iteration 12F: 3 clusters Score -2601464 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2602109.250000 Penalty: 3213.457520
	Iteration 13Q: 3 clusters Score -2602109 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2602549.750000 Penalty: 3213.457520
	Iteration 14Q: 3 clusters Score -2602550 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2602843.500000 Penalty: 3213.457520
	Iteration 15Q: 3 clusters Score -2602844 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2602998.500000 Penalty: 3213.457520
	Iteration 16Q: 3 clusters Score -2602998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2603073.750000 Penalty: 3213.457520
	Iteration 17Q: 3 clusters Score -2603074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2603112.500000 Penalty: 3213.457520
	Iteration 18Q: 3 clusters Score -2603112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2603128.750000 Penalty: 3213.457520
	Iteration 19Q: 3 clusters Score -2603129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2603143.750000 Penalty: 3213.457520
	Iteration 20F: 3 clusters Score -2603144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2603156.500000 Penalty: 3213.457520
	Iteration 21Q: 3 clusters Score -2603156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2603167.000000 Penalty: 3213.457520
	Iteration 22Q: 3 clusters Score -2603167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2603175.000000 Penalty: 3213.457520
	Iteration 23Q: 3 clusters Score -2603175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2603178.750000 Penalty: 3213.457520
	Iteration 24Q: 3 clusters Score -2603179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2603181.750000 Penalty: 3213.457520
	Iteration 25Q: 3 clusters Score -2603182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2603186.750000 Penalty: 3213.457520
	Iteration 26Q: 3 clusters Score -2603187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2603187.500000 Penalty: 3213.457520
	Iteration 27Q: 3 clusters Score -2603188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2603195.500000 Penalty: 3213.457520
	Iteration 28Q: 3 clusters Score -2603196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2603198.500000 Penalty: 3213.457520
	Iteration 29Q: 3 clusters Score -2603198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2603202.500000 Penalty: 3213.457520
	Iteration 30Q: 3 clusters Score -2603202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2603202.500000 Penalty: 3213.457520
	Iteration 31F: 3 clusters Score -2603202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Entering Unmasked Estep 
Score: -7138021.000000 Penalty: 1771.386719
	Iteration 0F: 2 clusters Score -7138021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -7101771.500000 Penalty: 3542.773438
	Iteration 0F: 3 clusters Score -7101772 nChanged 25578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -7116552.500000 Penalty: 3542.773438
	Iteration 1F: 3 clusters Score -7116552 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -7117158.500000 Penalty: 3542.773438
	Iteration 2Q: 3 clusters Score -7117158 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -7118017.500000 Penalty: 3542.773438
	Iteration 3Q: 3 clusters Score -7118018 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -7119514.500000 Penalty: 3542.773438
	Iteration 4F: 3 clusters Score -7119514 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -7121913.000000 Penalty: 3542.773438
	Iteration 5F: 3 clusters Score -7121913 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -7125543.000000 Penalty: 3542.773438
	Iteration 6F: 3 clusters Score -7125543 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -7129755.000000 Penalty: 3542.773438
	Iteration 7F: 3 clusters Score -7129755 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -7133260.000000 Penalty: 3542.773438
	Iteration 8F: 3 clusters Score -7133260 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7135151.000000 Penalty: 3542.773438
	Iteration 9Q: 3 clusters Score -7135151 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7135869.500000 Penalty: 3542.773438
	Iteration 10Q: 3 clusters Score -7135870 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7136164.500000 Penalty: 3542.773438
	Iteration 11Q: 3 clusters Score -7136164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7136315.000000 Penalty: 3542.773438
	Iteration 12Q: 3 clusters Score -7136315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7136381.000000 Penalty: 3542.773438
	Iteration 13Q: 3 clusters Score -7136381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7136429.500000 Penalty: 3542.773438
	Iteration 14Q: 3 clusters Score -7136430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7136468.500000 Penalty: 3542.773438
	Iteration 15Q: 3 clusters Score -7136468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7136493.000000 Penalty: 3542.773438
	Iteration 16Q: 3 clusters Score -7136493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7136512.000000 Penalty: 3542.773438
	Iteration 17Q: 3 clusters Score -7136512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7136512.000000 Penalty: 3542.773438
	Iteration 18Q: 3 clusters Score -7136512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7136524.500000 Penalty: 3542.773438
	Iteration 19Q: 3 clusters Score -7136524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7136531.000000 Penalty: 3542.773438
	Iteration 20F: 3 clusters Score -7136531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Entering Unmasked Estep 
Score: -932739.187500 Penalty: 1440.911133
	Iteration 0F: 2 clusters Score -932739.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -927481.812500 Penalty: 2881.822266
	Iteration 0F: 3 clusters Score -927481.8 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -928971.062500 Penalty: 2881.822266
	Iteration 1F: 3 clusters Score -928971.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -929213.562500 Penalty: 2881.822266
	Iteration 2F: 3 clusters Score -929213.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -929393.875000 Penalty: 2881.822266
	Iteration 3F: 3 clusters Score -929393.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -929557.187500 Penalty: 2881.822266
	Iteration 4Q: 3 clusters Score -929557.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -929760.062500 Penalty: 2881.822266
	Iteration 5Q: 3 clusters Score -929760.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -929981.125000 Penalty: 2881.822266
	Iteration 6F: 3 clusters Score -929981.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -930204.562500 Penalty: 2881.822266
	Iteration 7Q: 3 clusters Score -930204.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -930478.375000 Penalty: 2881.822266
	Iteration 8F: 3 clusters Score -930478.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -930766.375000 Penalty: 2881.822266
	Iteration 9Q: 3 clusters Score -930766.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -931016.375000 Penalty: 2881.822266
	Iteration 10Q: 3 clusters Score -931016.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -931195.062500 Penalty: 2881.822266
	Iteration 11Q: 3 clusters Score -931195.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -931324.125000 Penalty: 2881.822266
	Iteration 12Q: 3 clusters Score -931324.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -931401.312500 Penalty: 2881.822266
	Iteration 13Q: 3 clusters Score -931401.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -931462.000000 Penalty: 2881.822266
	Iteration 14Q: 3 clusters Score -931462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -931493.687500 Penalty: 2881.822266
	Iteration 15Q: 3 clusters Score -931493.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -931529.437500 Penalty: 2881.822266
	Iteration 16Q: 3 clusters Score -931529.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -931547.312500 Penalty: 2881.822266
	Iteration 17Q: 3 clusters Score -931547.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -931558.625000 Penalty: 2881.822266
	Iteration 18Q: 3 clusters Score -931558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -931567.812500 Penalty: 2881.822266
	Iteration 19Q: 3 clusters Score -931567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -931572.562500 Penalty: 2881.822266
	Iteration 20F: 3 clusters Score -931572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -931581.750000 Penalty: 2881.822266
	Iteration 21Q: 3 clusters Score -931581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -931588.625000 Penalty: 2881.822266
	Iteration 22Q: 3 clusters Score -931588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -931591.000000 Penalty: 2881.822266
	Iteration 23Q: 3 clusters Score -931591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -931591.812500 Penalty: 2881.822266
	Iteration 24Q: 3 clusters Score -931591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -931592.250000 Penalty: 2881.822266
	Iteration 25Q: 3 clusters Score -931592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -931592.250000 Penalty: 2881.822266
	Iteration 26F: 3 clusters Score -931592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Entering Unmasked Estep 
Score: -1581357.750000 Penalty: 1534.145630
	Iteration 0F: 2 clusters Score -1581358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1572576.500000 Penalty: 3068.291260
	Iteration 0F: 3 clusters Score -1572576 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1575574.250000 Penalty: 3068.291260
	Iteration 1F: 3 clusters Score -1575574 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1575847.000000 Penalty: 3068.291260
	Iteration 2F: 3 clusters Score -1575847 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1576071.625000 Penalty: 3068.291260
	Iteration 3Q: 3 clusters Score -1576072 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1576334.125000 Penalty: 3068.291260
	Iteration 4Q: 3 clusters Score -1576334 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1576659.375000 Penalty: 3068.291260
	Iteration 5Q: 3 clusters Score -1576659 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1577106.875000 Penalty: 3068.291260
	Iteration 6F: 3 clusters Score -1577107 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1577749.125000 Penalty: 3068.291260
	Iteration 7F: 3 clusters Score -1577749 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1578477.125000 Penalty: 3068.291260
	Iteration 8F: 3 clusters Score -1578477 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1579101.125000 Penalty: 3068.291260
	Iteration 9F: 3 clusters Score -1579101 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1579614.000000 Penalty: 3068.291260
	Iteration 10Q: 3 clusters Score -1579614 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1579941.125000 Penalty: 3068.291260
	Iteration 11Q: 3 clusters Score -1579941 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1580117.875000 Penalty: 3068.291260
	Iteration 12Q: 3 clusters Score -1580118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1580206.500000 Penalty: 3068.291260
	Iteration 13Q: 3 clusters Score -1580206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1580265.125000 Penalty: 3068.291260
	Iteration 14Q: 3 clusters Score -1580265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1580302.250000 Penalty: 3068.291260
	Iteration 15Q: 3 clusters Score -1580302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1580328.375000 Penalty: 3068.291260
	Iteration 16Q: 3 clusters Score -1580328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1580349.750000 Penalty: 3068.291260
	Iteration 17Q: 3 clusters Score -1580350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1580364.750000 Penalty: 3068.291260
	Iteration 18Q: 3 clusters Score -1580365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1580373.625000 Penalty: 3068.291260
	Iteration 19Q: 3 clusters Score -1580374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1580381.875000 Penalty: 3068.291260
	Iteration 20F: 3 clusters Score -1580382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1580384.375000 Penalty: 3068.291260
	Iteration 21Q: 3 clusters Score -1580384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1580387.625000 Penalty: 3068.291260
	Iteration 22Q: 3 clusters Score -1580388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1580387.125000 Penalty: 3068.291260
	Iteration 23Q: 3 clusters Score -1580387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1580387.125000 Penalty: 3068.291260
	Iteration 24F: 3 clusters Score -1580387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Entering Unmasked Estep 
Score: -10525752.000000 Penalty: 1833.576904
	Iteration 0F: 2 clusters Score -1.052575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -10475291.000000 Penalty: 3667.153809
	Iteration 0F: 3 clusters Score -1.047529e+07 nChanged 37661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -10496655.000000 Penalty: 3667.153809
	Iteration 1F: 3 clusters Score -1.049666e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -10497168.000000 Penalty: 3667.153809
	Iteration 2Q: 3 clusters Score -1.049717e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -10497627.000000 Penalty: 3667.153809
	Iteration 3Q: 3 clusters Score -1.049763e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -10498136.000000 Penalty: 3667.153809
	Iteration 4Q: 3 clusters Score -1.049814e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -10498684.000000 Penalty: 3667.153809
	Iteration 5Q: 3 clusters Score -1.049868e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -10499396.000000 Penalty: 3667.153809
	Iteration 6Q: 3 clusters Score -1.04994e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -10500662.000000 Penalty: 3667.153809
	Iteration 7Q: 3 clusters Score -1.050066e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -10502666.000000 Penalty: 3667.153809
	Iteration 8Q: 3 clusters Score -1.050267e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -10505817.000000 Penalty: 3667.153809
	Iteration 9F: 3 clusters Score -1.050582e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -10510124.000000 Penalty: 3667.153809
	Iteration 10F: 3 clusters Score -1.051012e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -10514406.000000 Penalty: 3667.153809
	Iteration 11F: 3 clusters Score -1.051441e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -10517805.000000 Penalty: 3667.153809
	Iteration 12Q: 3 clusters Score -1.05178e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -10519881.000000 Penalty: 3667.153809
	Iteration 13Q: 3 clusters Score -1.051988e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -10521053.000000 Penalty: 3667.153809
	Iteration 14Q: 3 clusters Score -1.052105e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -10521700.000000 Penalty: 3667.153809
	Iteration 15Q: 3 clusters Score -1.05217e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -10522144.000000 Penalty: 3667.153809
	Iteration 16Q: 3 clusters Score -1.052214e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -10522471.000000 Penalty: 3667.153809
	Iteration 17Q: 3 clusters Score -1.052247e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -10522722.000000 Penalty: 3667.153809
	Iteration 18Q: 3 clusters Score -1.052272e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -10522920.000000 Penalty: 3667.153809
	Iteration 19Q: 3 clusters Score -1.052292e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -10523084.000000 Penalty: 3667.153809
	Iteration 20F: 3 clusters Score -1.052308e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10523212.000000 Penalty: 3667.153809
	Iteration 21Q: 3 clusters Score -1.052321e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -10523376.000000 Penalty: 3667.153809
	Iteration 22Q: 3 clusters Score -1.052338e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -10523502.000000 Penalty: 3667.153809
	Iteration 23Q: 3 clusters Score -1.05235e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -10523548.000000 Penalty: 3667.153809
	Iteration 24Q: 3 clusters Score -1.052355e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -10523627.000000 Penalty: 3667.153809
	Iteration 25Q: 3 clusters Score -1.052363e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -10523661.000000 Penalty: 3667.153809
	Iteration 26Q: 3 clusters Score -1.052366e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -10523742.000000 Penalty: 3667.153809
	Iteration 27Q: 3 clusters Score -1.052374e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -10523759.000000 Penalty: 3667.153809
	Iteration 28Q: 3 clusters Score -1.052376e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -10523803.000000 Penalty: 3667.153809
	Iteration 29Q: 3 clusters Score -1.05238e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -10523819.000000 Penalty: 3667.153809
	Iteration 30Q: 3 clusters Score -1.052382e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10523825.000000 Penalty: 3667.153809
	Iteration 31Q: 3 clusters Score -1.052382e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10523878.000000 Penalty: 3667.153809
	Iteration 32Q: 3 clusters Score -1.052388e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10523895.000000 Penalty: 3667.153809
	Iteration 33Q: 3 clusters Score -1.05239e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77579 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -10523893.000000 Penalty: 3667.153809
	Iteration 34Q: 3 clusters Score -1.052389e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10523899.000000 Penalty: 3667.153809
	Iteration 35Q: 3 clusters Score -1.05239e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10523935.000000 Penalty: 3667.153809
	Iteration 36Q: 3 clusters Score -1.052394e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77725 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10523955.000000 Penalty: 3667.153809
	Iteration 37Q: 3 clusters Score -1.052396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10523988.000000 Penalty: 3667.153809
	Iteration 38Q: 3 clusters Score -1.052399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10524003.000000 Penalty: 3667.153809
	Iteration 39Q: 3 clusters Score -1.0524e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10524022.000000 Penalty: 3667.153809
	Iteration 40F: 3 clusters Score -1.052402e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -10524028.000000 Penalty: 3667.153809
	Iteration 41Q: 3 clusters Score -1.052403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -10524042.000000 Penalty: 3667.153809
	Iteration 42Q: 3 clusters Score -1.052404e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -10524059.000000 Penalty: 3667.153809
	Iteration 43Q: 3 clusters Score -1.052406e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -10524069.000000 Penalty: 3667.153809
	Iteration 44Q: 3 clusters Score -1.052407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10524082.000000 Penalty: 3667.153809
	Iteration 45Q: 3 clusters Score -1.052408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10524093.000000 Penalty: 3667.153809
	Iteration 46Q: 3 clusters Score -1.052409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78078 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10524094.000000 Penalty: 3667.153809
	Iteration 47Q: 3 clusters Score -1.052409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -10524105.000000 Penalty: 3667.153809
	Iteration 48Q: 3 clusters Score -1.05241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78100 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10524113.000000 Penalty: 3667.153809
	Iteration 49Q: 3 clusters Score -1.052411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10524112.000000 Penalty: 3667.153809
	Iteration 50Q: 3 clusters Score -1.052411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10524115.000000 Penalty: 3667.153809
	Iteration 51Q: 3 clusters Score -1.052412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -10524120.000000 Penalty: 3667.153809
	Iteration 52Q: 3 clusters Score -1.052412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10524118.000000 Penalty: 3667.153809
	Iteration 53Q: 3 clusters Score -1.052412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10524119.000000 Penalty: 3667.153809
	Iteration 54Q: 3 clusters Score -1.052412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78152 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10524117.000000 Penalty: 3667.153809
	Iteration 55Q: 3 clusters Score -1.052412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10524137.000000 Penalty: 3667.153809
	Iteration 56Q: 3 clusters Score -1.052414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10524140.000000 Penalty: 3667.153809
	Iteration 57Q: 3 clusters Score -1.052414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10524141.000000 Penalty: 3667.153809
	Iteration 58Q: 3 clusters Score -1.052414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78167 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10524140.000000 Penalty: 3667.153809
	Iteration 59Q: 3 clusters Score -1.052414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10524154.000000 Penalty: 3667.153809
	Iteration 60F: 3 clusters Score -1.052415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10524149.000000 Penalty: 3667.153809
	Iteration 61Q: 3 clusters Score -1.052415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10524161.000000 Penalty: 3667.153809
	Iteration 62Q: 3 clusters Score -1.052416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10524159.000000 Penalty: 3667.153809
	Iteration 63Q: 3 clusters Score -1.052416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10524158.000000 Penalty: 3667.153809
	Iteration 64Q: 3 clusters Score -1.052416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -10524165.000000 Penalty: 3667.153809
	Iteration 65Q: 3 clusters Score -1.052416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10524178.000000 Penalty: 3667.153809
	Iteration 66Q: 3 clusters Score -1.052418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -10524173.000000 Penalty: 3667.153809
	Iteration 67Q: 3 clusters Score -1.052417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10524178.000000 Penalty: 3667.153809
	Iteration 68Q: 3 clusters Score -1.052418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10524181.000000 Penalty: 3667.153809
	Iteration 69Q: 3 clusters Score -1.052418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10524178.000000 Penalty: 3667.153809
	Iteration 70Q: 3 clusters Score -1.052418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10524173.000000 Penalty: 3667.153809
	Iteration 71Q: 3 clusters Score -1.052417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10524182.000000 Penalty: 3667.153809
	Iteration 72Q: 3 clusters Score -1.052418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10524173.000000 Penalty: 3667.153809
	Iteration 73Q: 3 clusters Score -1.052417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10524174.000000 Penalty: 3667.153809
	Iteration 74Q: 3 clusters Score -1.052417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10524174.000000 Penalty: 3667.153809
	Iteration 75F: 3 clusters Score -1.052417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Entering Unmasked Estep 
Score: -2404941.250000 Penalty: 1594.071655
	Iteration 0F: 2 clusters Score -2404941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2392430.750000 Penalty: 3188.143311
	Iteration 0F: 3 clusters Score -2392431 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2397009.000000 Penalty: 3188.143311
	Iteration 1F: 3 clusters Score -2397009 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2397455.000000 Penalty: 3188.143311
	Iteration 2F: 3 clusters Score -2397455 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2398042.750000 Penalty: 3188.143311
	Iteration 3F: 3 clusters Score -2398043 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2398769.250000 Penalty: 3188.143311
	Iteration 4F: 3 clusters Score -2398769 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2399714.750000 Penalty: 3188.143311
	Iteration 5F: 3 clusters Score -2399715 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2400844.000000 Penalty: 3188.143311
	Iteration 6F: 3 clusters Score -2400844 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2401871.250000 Penalty: 3188.143311
	Iteration 7F: 3 clusters Score -2401871 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2402759.500000 Penalty: 3188.143311
	Iteration 8F: 3 clusters Score -2402760 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2403413.000000 Penalty: 3188.143311
	Iteration 9Q: 3 clusters Score -2403413 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2403900.000000 Penalty: 3188.143311
	Iteration 10Q: 3 clusters Score -2403900 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2404230.500000 Penalty: 3188.143311
	Iteration 11Q: 3 clusters Score -2404230 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2404403.250000 Penalty: 3188.143311
	Iteration 12Q: 3 clusters Score -2404403 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2404489.000000 Penalty: 3188.143311
	Iteration 13Q: 3 clusters Score -2404489 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2404532.750000 Penalty: 3188.143311
	Iteration 14Q: 3 clusters Score -2404533 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2404574.000000 Penalty: 3188.143311
	Iteration 15Q: 3 clusters Score -2404574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2404583.000000 Penalty: 3188.143311
	Iteration 16Q: 3 clusters Score -2404583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2404591.250000 Penalty: 3188.143311
	Iteration 17Q: 3 clusters Score -2404591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2404601.250000 Penalty: 3188.143311
	Iteration 18Q: 3 clusters Score -2404601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2404614.750000 Penalty: 3188.143311
	Iteration 19Q: 3 clusters Score -2404615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2404610.500000 Penalty: 3188.143311
	Iteration 20F: 3 clusters Score -2404610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2404620.750000 Penalty: 3188.143311
	Iteration 21Q: 3 clusters Score -2404621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2404624.000000 Penalty: 3188.143311
	Iteration 22Q: 3 clusters Score -2404624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2404628.000000 Penalty: 3188.143311
	Iteration 23Q: 3 clusters Score -2404628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2404626.750000 Penalty: 3188.143311
	Iteration 24Q: 3 clusters Score -2404627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2404628.750000 Penalty: 3188.143311
	Iteration 25Q: 3 clusters Score -2404629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2404628.000000 Penalty: 3188.143311
	Iteration 26Q: 3 clusters Score -2404628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2404628.250000 Penalty: 3188.143311
	Iteration 27Q: 3 clusters Score -2404628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2404628.250000 Penalty: 3188.143311
	Iteration 28F: 3 clusters Score -2404628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 13 contains 28085 members 
Mstep: Class 14 contains 61433 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 20 contains 79503 members 
Mstep: Class 22 contains 18209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940652.000000 Penalty: 35762.246094
Iteration 79Q: 18 clusters Score -5.394065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 61425 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54221 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 20 contains 79511 members 
Mstep: Class 22 contains 18208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940644.000000 Penalty: 35762.246094
Iteration 80F: 18 clusters Score -5.394064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 61421 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 20 contains 79515 members 
Mstep: Class 22 contains 18208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940736.000000 Penalty: 35762.246094
Iteration 81Q: 18 clusters Score -5.394074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 423 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 61422 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 20 contains 79513 members 
Mstep: Class 22 contains 18211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940708.000000 Penalty: 35762.246094
Iteration 82Q: 18 clusters Score -5.394071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 422 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 2957 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 61421 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12594 members 
Mstep: Class 20 contains 79519 members 
Mstep: Class 22 contains 18208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940748.000000 Penalty: 35762.246094
Iteration 83Q: 18 clusters Score -5.394075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62914 members 
Mstep: Class 6 contains 11758 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 6785 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 61428 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12596 members 
Mstep: Class 20 contains 79513 members 
Mstep: Class 22 contains 18208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940748.000000 Penalty: 35762.246094
Iteration 84Q: 18 clusters Score -5.394075e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62915 members 
Mstep: Class 6 contains 11758 members 
Mstep: Class 7 contains 34869 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 61437 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54221 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12595 members 
Mstep: Class 20 contains 79505 members 
Mstep: Class 22 contains 18209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940700.000000 Penalty: 35762.246094
Iteration 85Q: 18 clusters Score -5.39407e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62918 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 419 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 61441 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 12597 members 
Mstep: Class 20 contains 79502 members 
Mstep: Class 22 contains 18207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940656.000000 Penalty: 35762.246094
Iteration 86Q: 18 clusters Score -5.394066e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62917 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 14 contains 61441 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12596 members 
Mstep: Class 20 contains 79502 members 
Mstep: Class 22 contains 18205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940676.000000 Penalty: 35762.246094
Iteration 87Q: 18 clusters Score -5.394068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62917 members 
Mstep: Class 6 contains 11768 members 
Mstep: Class 7 contains 34865 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 14 contains 61438 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12597 members 
Mstep: Class 20 contains 79506 members 
Mstep: Class 22 contains 18204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940764.000000 Penalty: 35762.246094
Iteration 88Q: 18 clusters Score -5.394076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62919 members 
Mstep: Class 6 contains 11770 members 
Mstep: Class 7 contains 34865 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 13 contains 28088 members 
Mstep: Class 14 contains 61438 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12597 members 
Mstep: Class 20 contains 79506 members 
Mstep: Class 22 contains 18205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940744.000000 Penalty: 35762.246094
Iteration 89Q: 18 clusters Score -5.394074e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62922 members 
Mstep: Class 6 contains 11769 members 
Mstep: Class 7 contains 34865 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 6782 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 61444 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54219 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12598 members 
Mstep: Class 20 contains 79500 members 
Mstep: Class 22 contains 18206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940840.000000 Penalty: 35762.246094
Iteration 90Q: 18 clusters Score -5.394084e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62927 members 
Mstep: Class 6 contains 11766 members 
Mstep: Class 7 contains 34865 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 6779 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 61450 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54219 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12601 members 
Mstep: Class 20 contains 79496 members 
Mstep: Class 22 contains 18206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940876.000000 Penalty: 35762.246094
Iteration 91Q: 18 clusters Score -5.394088e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62935 members 
Mstep: Class 6 contains 11765 members 
Mstep: Class 7 contains 34865 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 13 contains 28084 members 
Mstep: Class 14 contains 61455 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54218 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12603 members 
Mstep: Class 20 contains 79492 members 
Mstep: Class 22 contains 18204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940900.000000 Penalty: 35762.246094
Iteration 92Q: 18 clusters Score -5.39409e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 62945 members 
Mstep: Class 6 contains 11762 members 
Mstep: Class 7 contains 34863 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 6776 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 13 contains 28083 members 
Mstep: Class 14 contains 61456 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 54219 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12605 members 
Mstep: Class 20 contains 79491 members 
Mstep: Class 22 contains 18204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940932.000000 Penalty: 35762.246094
Iteration 93Q: 18 clusters Score -5.394093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 62948 members 
Mstep: Class 6 contains 11762 members 
Mstep: Class 7 contains 34862 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 6778 members 
Mstep: Class 11 contains 2958 members 
Mstep: Class 13 contains 28084 members 
Mstep: Class 14 contains 61455 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54220 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12611 members 
Mstep: Class 20 contains 79489 members 
Mstep: Class 22 contains 18203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940944.000000 Penalty: 35762.246094
Iteration 94Q: 18 clusters Score -5.394094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 62950 members 
Mstep: Class 6 contains 11760 members 
Mstep: Class 7 contains 34862 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6779 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 13 contains 28085 members 
Mstep: Class 14 contains 61454 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12614 members 
Mstep: Class 20 contains 79490 members 
Mstep: Class 22 contains 18202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940936.000000 Penalty: 35762.246094
Iteration 95Q: 18 clusters Score -5.394094e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 62951 members 
Mstep: Class 6 contains 11759 members 
Mstep: Class 7 contains 34863 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 6777 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 61447 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54222 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12619 members 
Mstep: Class 20 contains 79497 members 
Mstep: Class 22 contains 18201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940968.000000 Penalty: 35762.246094
Iteration 96Q: 18 clusters Score -5.394097e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 604 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 62955 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 34863 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 6776 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 13 contains 28085 members 
Mstep: Class 14 contains 61448 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54223 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12626 members 
Mstep: Class 20 contains 79495 members 
Mstep: Class 22 contains 18201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940992.000000 Penalty: 35762.246094
Iteration 97Q: 18 clusters Score -5.394099e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 62957 members 
Mstep: Class 6 contains 11763 members 
Mstep: Class 7 contains 34863 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 13 contains 28088 members 
Mstep: Class 14 contains 61446 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 54227 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12626 members 
Mstep: Class 20 contains 79497 members 
Mstep: Class 22 contains 18200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941036.000000 Penalty: 35762.246094
Iteration 98Q: 18 clusters Score -5.394104e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 62958 members 
Mstep: Class 6 contains 11773 members 
Mstep: Class 7 contains 34865 members 
Mstep: Class 9 contains 391 members 
Mstep: Class 10 contains 6767 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 13 contains 28088 members 
Mstep: Class 14 contains 61447 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 54230 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12627 members 
Mstep: Class 20 contains 79498 members 
Mstep: Class 22 contains 18201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941096.000000 Penalty: 35762.246094
Iteration 99Q: 18 clusters Score -5.39411e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 62963 members 
Mstep: Class 6 contains 11778 members 
Mstep: Class 7 contains 34865 members 
Mstep: Class 9 contains 387 members 
Mstep: Class 10 contains 6761 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 14 contains 61459 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 54233 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12628 members 
Mstep: Class 20 contains 79491 members 
Mstep: Class 22 contains 18201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941216.000000 Penalty: 35762.246094
Iteration 100F: 18 clusters Score -5.394122e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 62974 members 
Mstep: Class 6 contains 11776 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6757 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 14 contains 61461 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 54235 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12627 members 
Mstep: Class 20 contains 79490 members 
Mstep: Class 22 contains 18201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941420.000000 Penalty: 35762.246094
Iteration 101Q: 18 clusters Score -5.394142e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 62977 members 
Mstep: Class 6 contains 11771 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 375 members 
Mstep: Class 10 contains 6746 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 13 contains 28092 members 
Mstep: Class 14 contains 61464 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54237 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 12634 members 
Mstep: Class 20 contains 79494 members 
Mstep: Class 22 contains 18200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941528.000000 Penalty: 35762.246094
Iteration 102Q: 18 clusters Score -5.394153e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 516 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 62983 members 
Mstep: Class 6 contains 11774 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 6737 members 
Mstep: Class 11 contains 2990 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 61473 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54240 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 12638 members 
Mstep: Class 20 contains 79495 members 
Mstep: Class 22 contains 18199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941548.000000 Penalty: 35762.246094
Iteration 103Q: 18 clusters Score -5.394155e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 62985 members 
Mstep: Class 6 contains 11784 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 6728 members 
Mstep: Class 11 contains 2992 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 61476 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 54244 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12639 members 
Mstep: Class 20 contains 79500 members 
Mstep: Class 22 contains 18199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941596.000000 Penalty: 35762.246094
Iteration 104Q: 18 clusters Score -5.39416e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 481 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 62993 members 
Mstep: Class 6 contains 11792 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 9 contains 377 members 
Mstep: Class 10 contains 6721 members 
Mstep: Class 11 contains 2986 members 
Mstep: Class 13 contains 28092 members 
Mstep: Class 14 contains 61473 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 54246 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12644 members 
Mstep: Class 20 contains 79508 members 
Mstep: Class 22 contains 18199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941684.000000 Penalty: 35762.246094
Iteration 105Q: 18 clusters Score -5.394168e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 63001 members 
Mstep: Class 6 contains 11803 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6717 members 
Mstep: Class 11 contains 2979 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 61474 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 54248 members 
Mstep: Class 17 contains 7100 members 
Mstep: Class 18 contains 12640 members 
Mstep: Class 20 contains 79509 members 
Mstep: Class 22 contains 18201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941624.000000 Penalty: 35762.246094
Iteration 106Q: 18 clusters Score -5.394162e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 63015 members 
Mstep: Class 6 contains 11813 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6711 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 13 contains 28093 members 
Mstep: Class 14 contains 61469 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 54246 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 20 contains 79518 members 
Mstep: Class 22 contains 18202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941572.000000 Penalty: 35762.246094
Iteration 107Q: 18 clusters Score -5.394157e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 465 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 63024 members 
Mstep: Class 6 contains 11826 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 2946 members 
Mstep: Class 13 contains 28092 members 
Mstep: Class 14 contains 61464 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 54247 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12638 members 
Mstep: Class 20 contains 79524 members 
Mstep: Class 22 contains 18203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941596.000000 Penalty: 35762.246094
Iteration 108Q: 18 clusters Score -5.39416e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 463 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 63030 members 
Mstep: Class 6 contains 11836 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 13 contains 28094 members 
Mstep: Class 14 contains 61462 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 54248 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12633 members 
Mstep: Class 20 contains 79525 members 
Mstep: Class 22 contains 18204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941560.000000 Penalty: 35762.246094
Iteration 109Q: 18 clusters Score -5.394156e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 63035 members 
Mstep: Class 6 contains 11847 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6708 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 13 contains 28096 members 
Mstep: Class 14 contains 61465 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 54248 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12630 members 
Mstep: Class 20 contains 79521 members 
Mstep: Class 22 contains 18205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941640.000000 Penalty: 35762.246094
Iteration 110Q: 18 clusters Score -5.394164e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 457 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63042 members 
Mstep: Class 6 contains 11857 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6708 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 13 contains 28095 members 
Mstep: Class 14 contains 61465 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 54248 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12623 members 
Mstep: Class 20 contains 79521 members 
Mstep: Class 22 contains 18206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941640.000000 Penalty: 35762.246094
Iteration 111Q: 18 clusters Score -5.394164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 454 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63045 members 
Mstep: Class 6 contains 11861 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6706 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 13 contains 28095 members 
Mstep: Class 14 contains 61464 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 54248 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 20 contains 79525 members 
Mstep: Class 22 contains 18206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941608.000000 Penalty: 35762.246094
Iteration 112Q: 18 clusters Score -5.394161e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 452 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63050 members 
Mstep: Class 6 contains 11859 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6704 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 13 contains 28098 members 
Mstep: Class 14 contains 61464 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 54245 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12623 members 
Mstep: Class 20 contains 79526 members 
Mstep: Class 22 contains 18206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941672.000000 Penalty: 35762.246094
Iteration 113Q: 18 clusters Score -5.394167e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 452 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63056 members 
Mstep: Class 6 contains 11858 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6705 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 13 contains 28101 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 54244 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12624 members 
Mstep: Class 20 contains 79529 members 
Mstep: Class 22 contains 18206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941692.000000 Penalty: 35762.246094
Iteration 114Q: 18 clusters Score -5.394169e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 452 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63058 members 
Mstep: Class 6 contains 11859 members 
Mstep: Class 7 contains 34867 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 13 contains 28101 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 54244 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 12625 members 
Mstep: Class 20 contains 79526 members 
Mstep: Class 22 contains 18207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941716.000000 Penalty: 35762.246094
Iteration 115Q: 18 clusters Score -5.394172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 452 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63060 members 
Mstep: Class 6 contains 11862 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 13 contains 28101 members 
Mstep: Class 14 contains 61462 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 54244 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 12625 members 
Mstep: Class 20 contains 79521 members 
Mstep: Class 22 contains 18207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941684.000000 Penalty: 35762.246094
Iteration 116Q: 18 clusters Score -5.394168e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 452 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63062 members 
Mstep: Class 6 contains 11863 members 
Mstep: Class 7 contains 34864 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 13 contains 28103 members 
Mstep: Class 14 contains 61458 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 54245 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12624 members 
Mstep: Class 20 contains 79524 members 
Mstep: Class 22 contains 18207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941704.000000 Penalty: 35762.246094
Iteration 117Q: 18 clusters Score -5.39417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 451 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63063 members 
Mstep: Class 6 contains 11864 members 
Mstep: Class 7 contains 34864 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6708 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 13 contains 28107 members 
Mstep: Class 14 contains 61446 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 54245 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 20 contains 79533 members 
Mstep: Class 22 contains 18207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941692.000000 Penalty: 35762.246094
Iteration 118Q: 18 clusters Score -5.394169e+07 nChanged 18
Entering ConstructFrom: 
Score: -53941692.000000 Penalty: 35762.246094
Entering ConstructFrom: 
Trying to split cluster 1 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -251859.656250 Penalty: 1244.077881
	Iteration 0F: 2 clusters Score -251859.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -249690.781250 Penalty: 2488.155762
	Iteration 0F: 3 clusters Score -249690.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -250283.890625 Penalty: 2488.155762
	Iteration 1F: 3 clusters Score -250283.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -250458.546875 Penalty: 2488.155762
	Iteration 2F: 3 clusters Score -250458.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -250567.687500 Penalty: 2488.155762
	Iteration 3F: 3 clusters Score -250567.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -250628.687500 Penalty: 2488.155762
	Iteration 4Q: 3 clusters Score -250628.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -250675.031250 Penalty: 2488.155762
	Iteration 5Q: 3 clusters Score -250675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -250718.812500 Penalty: 2488.155762
	Iteration 6Q: 3 clusters Score -250718.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -250753.609375 Penalty: 2488.155762
	Iteration 7Q: 3 clusters Score -250753.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -250791.296875 Penalty: 2488.155762
	Iteration 8Q: 3 clusters Score -250791.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -250829.734375 Penalty: 2488.155762
	Iteration 9Q: 3 clusters Score -250829.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -250855.125000 Penalty: 2488.155762
	Iteration 10Q: 3 clusters Score -250855.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -250881.390625 Penalty: 2488.155762
	Iteration 11Q: 3 clusters Score -250881.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -250913.093750 Penalty: 2488.155762
	Iteration 12Q: 3 clusters Score -250913.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -250948.406250 Penalty: 2488.155762
	Iteration 13Q: 3 clusters Score -250948.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -251019.500000 Penalty: 2488.155762
	Iteration 14Q: 3 clusters Score -251019.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -251152.640625 Penalty: 2488.155762
	Iteration 15Q: 3 clusters Score -251152.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -251261.156250 Penalty: 2488.155762
	Iteration 16Q: 3 clusters Score -251261.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -251343.265625 Penalty: 2488.155762
	Iteration 17Q: 3 clusters Score -251343.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -251419.906250 Penalty: 2488.155762
	Iteration 18Q: 3 clusters Score -251419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -251466.609375 Penalty: 2488.155762
	Iteration 19Q: 3 clusters Score -251466.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -251508.906250 Penalty: 2488.155762
	Iteration 20F: 3 clusters Score -251508.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -251575.203125 Penalty: 2488.155762
	Iteration 21Q: 3 clusters Score -251575.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -251648.062500 Penalty: 2488.155762
	Iteration 22Q: 3 clusters Score -251648.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -251733.640625 Penalty: 2488.155762
	Iteration 23Q: 3 clusters Score -251733.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -251801.890625 Penalty: 2488.155762
	Iteration 24Q: 3 clusters Score -251801.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -251870.375000 Penalty: 2488.155762
	Iteration 25Q: 3 clusters Score -251870.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -251919.578125 Penalty: 2488.155762
	Iteration 26Q: 3 clusters Score -251919.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -251954.437500 Penalty: 2488.155762
	Iteration 27Q: 3 clusters Score -251954.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -251969.609375 Penalty: 2488.155762
	Iteration 28Q: 3 clusters Score -251969.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -251978.984375 Penalty: 2488.155762
	Iteration 29Q: 3 clusters Score -251979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -251987.421875 Penalty: 2488.155762
	Iteration 30Q: 3 clusters Score -251987.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -251997.250000 Penalty: 2488.155762
	Iteration 31Q: 3 clusters Score -251997.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -252005.328125 Penalty: 2488.155762
	Iteration 32Q: 3 clusters Score -252005.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -252009.140625 Penalty: 2488.155762
	Iteration 33Q: 3 clusters Score -252009.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -252016.328125 Penalty: 2488.155762
	Iteration 34Q: 3 clusters Score -252016.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -252025.218750 Penalty: 2488.155762
	Iteration 35Q: 3 clusters Score -252025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -252027.734375 Penalty: 2488.155762
	Iteration 36Q: 3 clusters Score -252027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -252028.828125 Penalty: 2488.155762
	Iteration 37Q: 3 clusters Score -252028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -252029.750000 Penalty: 2488.155762
	Iteration 38Q: 3 clusters Score -252029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -252029.812500 Penalty: 2488.155762
	Iteration 39Q: 3 clusters Score -252029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -252030.234375 Penalty: 2488.155762
	Iteration 40F: 3 clusters Score -252030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 451 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63064 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 6 contains 11866 members 
Mstep: Class 7 contains 34864 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 61440 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 54245 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 20 contains 79538 members 
Mstep: Class 22 contains 18205 members 
Entering Unmasked Estep 
Score: -53941032.000000 Penalty: 37865.906250
Splitting cluster 1 changes total score from -53941692.000000 to -53941032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -45639.128906 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -45639.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44760.218750 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -44760.22 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45216.050781 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -45216.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45410.292969 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -45410.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45470.449219 Penalty: 1986.226929
	Iteration 3Q: 3 clusters Score -45470.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45526.031250 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -45526.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45543.304688 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -45543.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45566.781250 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -45566.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45575.832031 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -45575.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45589.582031 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -45589.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45604.898438 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -45604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45634.792969 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -45634.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45661.890625 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -45661.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45669.214844 Penalty: 1986.226929
	Iteration 12Q: 3 clusters Score -45669.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45672.152344 Penalty: 1986.226929
	Iteration 13F: 3 clusters Score -45672.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45711.792969 Penalty: 1986.226929
	Iteration 14Q: 3 clusters Score -45711.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45714.792969 Penalty: 1986.226929
	Iteration 15Q: 3 clusters Score -45714.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45714.792969 Penalty: 1986.226929
	Iteration 16F: 3 clusters Score -45714.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63064 members 
Mstep: Class 5 contains 150 members 
Mstep: Class 6 contains 11866 members 
Mstep: Class 7 contains 34864 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 61440 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 54245 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 20 contains 79538 members 
Mstep: Class 22 contains 18205 members 
Entering Unmasked Estep 
Score: -53940760.000000 Penalty: 37865.906250
Splitting cluster 2 changes total score from -53941692.000000 to -53940760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Entering Unmasked Estep 
Score: -2069972.250000 Penalty: 1569.461670
	Iteration 0F: 2 clusters Score -2069972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2059191.875000 Penalty: 3138.923340
	Iteration 0F: 3 clusters Score -2059192 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2062832.375000 Penalty: 3138.923340
	Iteration 1F: 3 clusters Score -2062832 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2063135.875000 Penalty: 3138.923340
	Iteration 2Q: 3 clusters Score -2063136 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2063429.875000 Penalty: 3138.923340
	Iteration 3Q: 3 clusters Score -2063430 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2063727.625000 Penalty: 3138.923340
	Iteration 4Q: 3 clusters Score -2063728 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2063999.875000 Penalty: 3138.923340
	Iteration 5Q: 3 clusters Score -2064000 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2064295.125000 Penalty: 3138.923340
	Iteration 6Q: 3 clusters Score -2064295 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2064639.375000 Penalty: 3138.923340
	Iteration 7Q: 3 clusters Score -2064639 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2065072.750000 Penalty: 3138.923340
	Iteration 8Q: 3 clusters Score -2065073 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2065520.625000 Penalty: 3138.923340
	Iteration 9Q: 3 clusters Score -2065521 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2065961.625000 Penalty: 3138.923340
	Iteration 10Q: 3 clusters Score -2065962 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2066341.875000 Penalty: 3138.923340
	Iteration 11Q: 3 clusters Score -2066342 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2066667.625000 Penalty: 3138.923340
	Iteration 12Q: 3 clusters Score -2066668 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2066896.000000 Penalty: 3138.923340
	Iteration 13Q: 3 clusters Score -2066896 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2067077.125000 Penalty: 3138.923340
	Iteration 14Q: 3 clusters Score -2067077 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2067234.500000 Penalty: 3138.923340
	Iteration 15Q: 3 clusters Score -2067234 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2067377.250000 Penalty: 3138.923340
	Iteration 16Q: 3 clusters Score -2067377 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2067498.750000 Penalty: 3138.923340
	Iteration 17Q: 3 clusters Score -2067499 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2067627.375000 Penalty: 3138.923340
	Iteration 18Q: 3 clusters Score -2067627 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2067759.625000 Penalty: 3138.923340
	Iteration 19Q: 3 clusters Score -2067760 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2067863.875000 Penalty: 3138.923340
	Iteration 20F: 3 clusters Score -2067864 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2067963.125000 Penalty: 3138.923340
	Iteration 21Q: 3 clusters Score -2067963 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2068079.500000 Penalty: 3138.923340
	Iteration 22Q: 3 clusters Score -2068080 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2068157.250000 Penalty: 3138.923340
	Iteration 23Q: 3 clusters Score -2068157 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2068243.625000 Penalty: 3138.923340
	Iteration 24Q: 3 clusters Score -2068244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2068317.625000 Penalty: 3138.923340
	Iteration 25Q: 3 clusters Score -2068318 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2068398.500000 Penalty: 3138.923340
	Iteration 26Q: 3 clusters Score -2068398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2068457.625000 Penalty: 3138.923340
	Iteration 27Q: 3 clusters Score -2068458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2068514.125000 Penalty: 3138.923340
	Iteration 28Q: 3 clusters Score -2068514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2068557.625000 Penalty: 3138.923340
	Iteration 29Q: 3 clusters Score -2068558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2068592.750000 Penalty: 3138.923340
	Iteration 30Q: 3 clusters Score -2068593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2068615.500000 Penalty: 3138.923340
	Iteration 31Q: 3 clusters Score -2068616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2068641.875000 Penalty: 3138.923340
	Iteration 32Q: 3 clusters Score -2068642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2068667.750000 Penalty: 3138.923340
	Iteration 33Q: 3 clusters Score -2068668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2068684.125000 Penalty: 3138.923340
	Iteration 34Q: 3 clusters Score -2068684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2068701.750000 Penalty: 3138.923340
	Iteration 35Q: 3 clusters Score -2068702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2068711.625000 Penalty: 3138.923340
	Iteration 36Q: 3 clusters Score -2068712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2068716.000000 Penalty: 3138.923340
	Iteration 37Q: 3 clusters Score -2068716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2068719.625000 Penalty: 3138.923340
	Iteration 38Q: 3 clusters Score -2068720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2068724.750000 Penalty: 3138.923340
	Iteration 39Q: 3 clusters Score -2068725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2068728.625000 Penalty: 3138.923340
	Iteration 40F: 3 clusters Score -2068729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2068731.500000 Penalty: 3138.923340
	Iteration 41Q: 3 clusters Score -2068732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2068735.250000 Penalty: 3138.923340
	Iteration 42Q: 3 clusters Score -2068735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2068736.750000 Penalty: 3138.923340
	Iteration 43Q: 3 clusters Score -2068737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2068736.375000 Penalty: 3138.923340
	Iteration 44Q: 3 clusters Score -2068736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2068736.375000 Penalty: 3138.923340
	Iteration 45F: 3 clusters Score -2068736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Entering Unmasked Estep 
Score: -8322502.500000 Penalty: 1795.934692
	Iteration 0F: 2 clusters Score -8322502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -8281131.000000 Penalty: 3591.869385
	Iteration 0F: 3 clusters Score -8281131 nChanged 29747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -8297894.000000 Penalty: 3591.869385
	Iteration 1F: 3 clusters Score -8297894 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -8298485.000000 Penalty: 3591.869385
	Iteration 2Q: 3 clusters Score -8298485 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -8299525.500000 Penalty: 3591.869385
	Iteration 3Q: 3 clusters Score -8299526 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -8301560.000000 Penalty: 3591.869385
	Iteration 4F: 3 clusters Score -8301560 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -8305107.000000 Penalty: 3591.869385
	Iteration 5F: 3 clusters Score -8305107 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -8310784.500000 Penalty: 3591.869385
	Iteration 6F: 3 clusters Score -8310784 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -8316295.000000 Penalty: 3591.869385
	Iteration 7F: 3 clusters Score -8316295 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -8319330.500000 Penalty: 3591.869385
	Iteration 8F: 3 clusters Score -8319330 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -8320436.000000 Penalty: 3591.869385
	Iteration 9Q: 3 clusters Score -8320436 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -8320755.000000 Penalty: 3591.869385
	Iteration 10Q: 3 clusters Score -8320755 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -8320841.000000 Penalty: 3591.869385
	Iteration 11Q: 3 clusters Score -8320841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -8320875.000000 Penalty: 3591.869385
	Iteration 12Q: 3 clusters Score -8320875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -8320884.000000 Penalty: 3591.869385
	Iteration 13Q: 3 clusters Score -8320884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -8320889.000000 Penalty: 3591.869385
	Iteration 14Q: 3 clusters Score -8320889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -8320898.000000 Penalty: 3591.869385
	Iteration 15Q: 3 clusters Score -8320898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -8320902.500000 Penalty: 3591.869385
	Iteration 16Q: 3 clusters Score -8320902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -8320906.000000 Penalty: 3591.869385
	Iteration 17Q: 3 clusters Score -8320906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -8320920.500000 Penalty: 3591.869385
	Iteration 18Q: 3 clusters Score -8320920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -8320919.500000 Penalty: 3591.869385
	Iteration 19Q: 3 clusters Score -8320920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -8320922.000000 Penalty: 3591.869385
	Iteration 20F: 3 clusters Score -8320922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Entering Unmasked Estep 
Score: -1490654.875000 Penalty: 1524.482788
	Iteration 0F: 2 clusters Score -1490655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1482266.250000 Penalty: 3048.965576
	Iteration 0F: 3 clusters Score -1482266 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1485070.750000 Penalty: 3048.965576
	Iteration 1F: 3 clusters Score -1485071 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1485354.125000 Penalty: 3048.965576
	Iteration 2F: 3 clusters Score -1485354 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1485559.375000 Penalty: 3048.965576
	Iteration 3Q: 3 clusters Score -1485559 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1485721.625000 Penalty: 3048.965576
	Iteration 4Q: 3 clusters Score -1485722 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1485885.625000 Penalty: 3048.965576
	Iteration 5Q: 3 clusters Score -1485886 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1486051.875000 Penalty: 3048.965576
	Iteration 6Q: 3 clusters Score -1486052 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1486240.750000 Penalty: 3048.965576
	Iteration 7Q: 3 clusters Score -1486241 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1486426.000000 Penalty: 3048.965576
	Iteration 8Q: 3 clusters Score -1486426 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1486614.750000 Penalty: 3048.965576
	Iteration 9Q: 3 clusters Score -1486615 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1486780.375000 Penalty: 3048.965576
	Iteration 10Q: 3 clusters Score -1486780 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1486935.125000 Penalty: 3048.965576
	Iteration 11Q: 3 clusters Score -1486935 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1487073.000000 Penalty: 3048.965576
	Iteration 12Q: 3 clusters Score -1487073 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1487209.250000 Penalty: 3048.965576
	Iteration 13Q: 3 clusters Score -1487209 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1487357.000000 Penalty: 3048.965576
	Iteration 14Q: 3 clusters Score -1487357 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1487526.125000 Penalty: 3048.965576
	Iteration 15Q: 3 clusters Score -1487526 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1487709.750000 Penalty: 3048.965576
	Iteration 16Q: 3 clusters Score -1487710 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1487896.750000 Penalty: 3048.965576
	Iteration 17Q: 3 clusters Score -1487897 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1488088.000000 Penalty: 3048.965576
	Iteration 18Q: 3 clusters Score -1488088 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1488306.125000 Penalty: 3048.965576
	Iteration 19Q: 3 clusters Score -1488306 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1488496.125000 Penalty: 3048.965576
	Iteration 20F: 3 clusters Score -1488496 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1488641.500000 Penalty: 3048.965576
	Iteration 21Q: 3 clusters Score -1488642 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1488802.125000 Penalty: 3048.965576
	Iteration 22Q: 3 clusters Score -1488802 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1488940.250000 Penalty: 3048.965576
	Iteration 23Q: 3 clusters Score -1488940 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1489053.875000 Penalty: 3048.965576
	Iteration 24Q: 3 clusters Score -1489054 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1489145.875000 Penalty: 3048.965576
	Iteration 25Q: 3 clusters Score -1489146 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1489257.500000 Penalty: 3048.965576
	Iteration 26Q: 3 clusters Score -1489258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1489433.875000 Penalty: 3048.965576
	Iteration 27Q: 3 clusters Score -1489434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1489571.625000 Penalty: 3048.965576
	Iteration 28Q: 3 clusters Score -1489572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1489655.375000 Penalty: 3048.965576
	Iteration 29Q: 3 clusters Score -1489655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1489712.750000 Penalty: 3048.965576
	Iteration 30Q: 3 clusters Score -1489713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1489746.500000 Penalty: 3048.965576
	Iteration 31Q: 3 clusters Score -1489746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1489766.625000 Penalty: 3048.965576
	Iteration 32Q: 3 clusters Score -1489767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1489784.750000 Penalty: 3048.965576
	Iteration 33Q: 3 clusters Score -1489785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1489796.500000 Penalty: 3048.965576
	Iteration 34Q: 3 clusters Score -1489796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1489804.000000 Penalty: 3048.965576
	Iteration 35Q: 3 clusters Score -1489804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1489812.375000 Penalty: 3048.965576
	Iteration 36Q: 3 clusters Score -1489812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1489813.250000 Penalty: 3048.965576
	Iteration 37Q: 3 clusters Score -1489813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1489813.750000 Penalty: 3048.965576
	Iteration 38Q: 3 clusters Score -1489814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1489813.500000 Penalty: 3048.965576
	Iteration 39Q: 3 clusters Score -1489814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1489815.250000 Penalty: 3048.965576
	Iteration 40F: 3 clusters Score -1489815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1489815.625000 Penalty: 3048.965576
	Iteration 41Q: 3 clusters Score -1489816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1489815.500000 Penalty: 3048.965576
	Iteration 42Q: 3 clusters Score -1489816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1489816.000000 Penalty: 3048.965576
	Iteration 43Q: 3 clusters Score -1489816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1489815.625000 Penalty: 3048.965576
	Iteration 44Q: 3 clusters Score -1489816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1489815.250000 Penalty: 3048.965576
	Iteration 45Q: 3 clusters Score -1489815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1489816.750000 Penalty: 3048.965576
	Iteration 46Q: 3 clusters Score -1489817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1489816.750000 Penalty: 3048.965576
	Iteration 47F: 3 clusters Score -1489817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Entering Unmasked Estep 
Score: -4576906.500000 Penalty: 1699.621704
	Iteration 0F: 2 clusters Score -4576906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -4553442.000000 Penalty: 3399.243408
	Iteration 0F: 3 clusters Score -4553442 nChanged 16176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -4562456.500000 Penalty: 3399.243408
	Iteration 1F: 3 clusters Score -4562456 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4562851.000000 Penalty: 3399.243408
	Iteration 2Q: 3 clusters Score -4562851 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4563297.500000 Penalty: 3399.243408
	Iteration 3Q: 3 clusters Score -4563298 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4563770.000000 Penalty: 3399.243408
	Iteration 4Q: 3 clusters Score -4563770 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4564463.000000 Penalty: 3399.243408
	Iteration 5Q: 3 clusters Score -4564463 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4565439.000000 Penalty: 3399.243408
	Iteration 6F: 3 clusters Score -4565439 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4566703.000000 Penalty: 3399.243408
	Iteration 7F: 3 clusters Score -4566703 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4568266.500000 Penalty: 3399.243408
	Iteration 8F: 3 clusters Score -4568266 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -4570035.000000 Penalty: 3399.243408
	Iteration 9F: 3 clusters Score -4570035 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -4571856.000000 Penalty: 3399.243408
	Iteration 10F: 3 clusters Score -4571856 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4573684.500000 Penalty: 3399.243408
	Iteration 11Q: 3 clusters Score -4573684 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -4575245.500000 Penalty: 3399.243408
	Iteration 12Q: 3 clusters Score -4575246 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -4576481.000000 Penalty: 3399.243408
	Iteration 13Q: 3 clusters Score -4576481 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4577333.000000 Penalty: 3399.243408
	Iteration 14Q: 3 clusters Score -4577333 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -4577759.000000 Penalty: 3399.243408
	Iteration 15Q: 3 clusters Score -4577759 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4577915.000000 Penalty: 3399.243408
	Iteration 16Q: 3 clusters Score -4577915 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4577972.000000 Penalty: 3399.243408
	Iteration 17Q: 3 clusters Score -4577972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4578008.500000 Penalty: 3399.243408
	Iteration 18Q: 3 clusters Score -4578008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4578010.000000 Penalty: 3399.243408
	Iteration 19Q: 3 clusters Score -4578010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -4578012.500000 Penalty: 3399.243408
	Iteration 20F: 3 clusters Score -4578012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4578021.000000 Penalty: 3399.243408
	Iteration 21Q: 3 clusters Score -4578021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -4578024.500000 Penalty: 3399.243408
	Iteration 22Q: 3 clusters Score -4578024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4578028.500000 Penalty: 3399.243408
	Iteration 23Q: 3 clusters Score -4578028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4578024.500000 Penalty: 3399.243408
	Iteration 24Q: 3 clusters Score -4578024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4578029.500000 Penalty: 3399.243408
	Iteration 25Q: 3 clusters Score -4578030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -4578026.000000 Penalty: 3399.243408
	Iteration 26Q: 3 clusters Score -4578026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4578022.000000 Penalty: 3399.243408
	Iteration 27Q: 3 clusters Score -4578022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4578027.000000 Penalty: 3399.243408
	Iteration 28Q: 3 clusters Score -4578027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4578023.000000 Penalty: 3399.243408
	Iteration 29Q: 3 clusters Score -4578023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -4578021.500000 Penalty: 3399.243408
	Iteration 30Q: 3 clusters Score -4578022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4578017.500000 Penalty: 3399.243408
	Iteration 31Q: 3 clusters Score -4578018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4578018.000000 Penalty: 3399.243408
	Iteration 32Q: 3 clusters Score -4578018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4578018.000000 Penalty: 3399.243408
	Iteration 33F: 3 clusters Score -4578018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 451 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63064 members 
Mstep: Class 5 contains 20549 members 
Mstep: Class 6 contains 11866 members 
Mstep: Class 7 contains 14315 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 61440 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 54245 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 20 contains 79538 members 
Mstep: Class 22 contains 18205 members 
Entering Unmasked Estep 
Score: -53942468.000000 Penalty: 37865.906250
Splitting cluster 7 changes total score from -53941692.000000 to -53942468.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -38704.460938 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -38704.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37984.316406 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -37984.32 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38510.910156 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -38510.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -38717.593750 Penalty: 1929.699219
	Iteration 2F: 3 clusters Score -38717.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -38786.300781 Penalty: 1929.699219
	Iteration 3Q: 3 clusters Score -38786.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -38822.250000 Penalty: 1929.699219
	Iteration 4Q: 3 clusters Score -38822.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -38835.406250 Penalty: 1929.699219
	Iteration 5Q: 3 clusters Score -38835.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -38842.558594 Penalty: 1929.699219
	Iteration 6Q: 3 clusters Score -38842.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -38842.558594 Penalty: 1929.699219
	Iteration 7F: 3 clusters Score -38842.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 451 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63064 members 
Mstep: Class 5 contains 20549 members 
Mstep: Class 6 contains 11866 members 
Mstep: Class 7 contains 14315 members 
Mstep: Class 8 contains 75 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 61440 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 54245 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 20 contains 79538 members 
Mstep: Class 22 contains 18205 members 
Entering Unmasked Estep 
Score: -53941456.000000 Penalty: 39969.566406
Splitting cluster 9 changes total score from -53941692.000000 to -53941456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Entering Unmasked Estep 
Score: -845765.062500 Penalty: 1431.820801
	Iteration 0F: 2 clusters Score -845765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -840739.000000 Penalty: 2863.641602
	Iteration 0F: 3 clusters Score -840739 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -842309.375000 Penalty: 2863.641602
	Iteration 1F: 3 clusters Score -842309.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -842525.000000 Penalty: 2863.641602
	Iteration 2F: 3 clusters Score -842525 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -842674.687500 Penalty: 2863.641602
	Iteration 3Q: 3 clusters Score -842674.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -842796.312500 Penalty: 2863.641602
	Iteration 4Q: 3 clusters Score -842796.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -842901.062500 Penalty: 2863.641602
	Iteration 5Q: 3 clusters Score -842901.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -843029.000000 Penalty: 2863.641602
	Iteration 6Q: 3 clusters Score -843029 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -843155.000000 Penalty: 2863.641602
	Iteration 7Q: 3 clusters Score -843155 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -843323.562500 Penalty: 2863.641602
	Iteration 8Q: 3 clusters Score -843323.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -843511.437500 Penalty: 2863.641602
	Iteration 9Q: 3 clusters Score -843511.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -843717.937500 Penalty: 2863.641602
	Iteration 10Q: 3 clusters Score -843717.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -843950.312500 Penalty: 2863.641602
	Iteration 11Q: 3 clusters Score -843950.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -844131.875000 Penalty: 2863.641602
	Iteration 12Q: 3 clusters Score -844131.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -844272.187500 Penalty: 2863.641602
	Iteration 13Q: 3 clusters Score -844272.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -844380.875000 Penalty: 2863.641602
	Iteration 14Q: 3 clusters Score -844380.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -844437.625000 Penalty: 2863.641602
	Iteration 15Q: 3 clusters Score -844437.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -844468.000000 Penalty: 2863.641602
	Iteration 16Q: 3 clusters Score -844468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -844496.000000 Penalty: 2863.641602
	Iteration 17Q: 3 clusters Score -844496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -844519.812500 Penalty: 2863.641602
	Iteration 18Q: 3 clusters Score -844519.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -844535.062500 Penalty: 2863.641602
	Iteration 19Q: 3 clusters Score -844535.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -844540.875000 Penalty: 2863.641602
	Iteration 20F: 3 clusters Score -844540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -844546.937500 Penalty: 2863.641602
	Iteration 21Q: 3 clusters Score -844546.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -844559.062500 Penalty: 2863.641602
	Iteration 22Q: 3 clusters Score -844559.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -844566.375000 Penalty: 2863.641602
	Iteration 23Q: 3 clusters Score -844566.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -844573.312500 Penalty: 2863.641602
	Iteration 24Q: 3 clusters Score -844573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -844577.625000 Penalty: 2863.641602
	Iteration 25Q: 3 clusters Score -844577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -844579.125000 Penalty: 2863.641602
	Iteration 26Q: 3 clusters Score -844579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -844580.250000 Penalty: 2863.641602
	Iteration 27Q: 3 clusters Score -844580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -844582.875000 Penalty: 2863.641602
	Iteration 28Q: 3 clusters Score -844582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -844582.937500 Penalty: 2863.641602
	Iteration 29Q: 3 clusters Score -844582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -844585.687500 Penalty: 2863.641602
	Iteration 30Q: 3 clusters Score -844585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -844586.500000 Penalty: 2863.641602
	Iteration 31Q: 3 clusters Score -844586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -844587.312500 Penalty: 2863.641602
	Iteration 32Q: 3 clusters Score -844587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -844590.750000 Penalty: 2863.641602
	Iteration 33Q: 3 clusters Score -844590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -844593.562500 Penalty: 2863.641602
	Iteration 34Q: 3 clusters Score -844593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -844593.250000 Penalty: 2863.641602
	Iteration 35Q: 3 clusters Score -844593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -844593.250000 Penalty: 2863.641602
	Iteration 36F: 3 clusters Score -844593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -342402.750000 Penalty: 1294.964355
	Iteration 0F: 2 clusters Score -342402.8 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 1436 members 
Entering Unmasked Estep 
Score: -339779.937500 Penalty: 2589.928711
	Iteration 0F: 3 clusters Score -339779.9 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -340445.906250 Penalty: 2589.928711
	Iteration 1F: 3 clusters Score -340445.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -340614.843750 Penalty: 2589.928711
	Iteration 2F: 3 clusters Score -340614.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -340738.625000 Penalty: 2589.928711
	Iteration 3F: 3 clusters Score -340738.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -340847.812500 Penalty: 2589.928711
	Iteration 4Q: 3 clusters Score -340847.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -340951.031250 Penalty: 2589.928711
	Iteration 5Q: 3 clusters Score -340951 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -341071.531250 Penalty: 2589.928711
	Iteration 6Q: 3 clusters Score -341071.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -341224.156250 Penalty: 2589.928711
	Iteration 7F: 3 clusters Score -341224.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -341384.437500 Penalty: 2589.928711
	Iteration 8F: 3 clusters Score -341384.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -341514.750000 Penalty: 2589.928711
	Iteration 9Q: 3 clusters Score -341514.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -341604.718750 Penalty: 2589.928711
	Iteration 10Q: 3 clusters Score -341604.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -341694.218750 Penalty: 2589.928711
	Iteration 11Q: 3 clusters Score -341694.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -341789.000000 Penalty: 2589.928711
	Iteration 12Q: 3 clusters Score -341789 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -341866.656250 Penalty: 2589.928711
	Iteration 13Q: 3 clusters Score -341866.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -341925.750000 Penalty: 2589.928711
	Iteration 14Q: 3 clusters Score -341925.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -341962.218750 Penalty: 2589.928711
	Iteration 15Q: 3 clusters Score -341962.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -341987.812500 Penalty: 2589.928711
	Iteration 16Q: 3 clusters Score -341987.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -342008.656250 Penalty: 2589.928711
	Iteration 17Q: 3 clusters Score -342008.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -342033.000000 Penalty: 2589.928711
	Iteration 18Q: 3 clusters Score -342033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -342053.562500 Penalty: 2589.928711
	Iteration 19Q: 3 clusters Score -342053.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -342064.125000 Penalty: 2589.928711
	Iteration 20F: 3 clusters Score -342064.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -342076.125000 Penalty: 2589.928711
	Iteration 21Q: 3 clusters Score -342076.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -342086.656250 Penalty: 2589.928711
	Iteration 22Q: 3 clusters Score -342086.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -342094.187500 Penalty: 2589.928711
	Iteration 23Q: 3 clusters Score -342094.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -342104.218750 Penalty: 2589.928711
	Iteration 24Q: 3 clusters Score -342104.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -342114.375000 Penalty: 2589.928711
	Iteration 25Q: 3 clusters Score -342114.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -342124.031250 Penalty: 2589.928711
	Iteration 26Q: 3 clusters Score -342124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -342132.718750 Penalty: 2589.928711
	Iteration 27Q: 3 clusters Score -342132.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -342139.843750 Penalty: 2589.928711
	Iteration 28Q: 3 clusters Score -342139.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -342149.437500 Penalty: 2589.928711
	Iteration 29Q: 3 clusters Score -342149.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -342160.250000 Penalty: 2589.928711
	Iteration 30Q: 3 clusters Score -342160.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -342173.437500 Penalty: 2589.928711
	Iteration 31Q: 3 clusters Score -342173.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -342185.750000 Penalty: 2589.928711
	Iteration 32Q: 3 clusters Score -342185.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -342203.000000 Penalty: 2589.928711
	Iteration 33Q: 3 clusters Score -342203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -342226.593750 Penalty: 2589.928711
	Iteration 34Q: 3 clusters Score -342226.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -342253.781250 Penalty: 2589.928711
	Iteration 35Q: 3 clusters Score -342253.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -342268.343750 Penalty: 2589.928711
	Iteration 36Q: 3 clusters Score -342268.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -342278.906250 Penalty: 2589.928711
	Iteration 37Q: 3 clusters Score -342278.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -342284.031250 Penalty: 2589.928711
	Iteration 38Q: 3 clusters Score -342284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -342287.562500 Penalty: 2589.928711
	Iteration 39Q: 3 clusters Score -342287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -342290.062500 Penalty: 2589.928711
	Iteration 40F: 3 clusters Score -342290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -342291.656250 Penalty: 2589.928711
	Iteration 41Q: 3 clusters Score -342291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -342293.375000 Penalty: 2589.928711
	Iteration 42Q: 3 clusters Score -342293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -342293.812500 Penalty: 2589.928711
	Iteration 43Q: 3 clusters Score -342293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -342293.718750 Penalty: 2589.928711
	Iteration 44Q: 3 clusters Score -342293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -342295.187500 Penalty: 2589.928711
	Iteration 45Q: 3 clusters Score -342295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -342296.062500 Penalty: 2589.928711
	Iteration 46Q: 3 clusters Score -342296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -342297.656250 Penalty: 2589.928711
	Iteration 47Q: 3 clusters Score -342297.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -342298.843750 Penalty: 2589.928711
	Iteration 48Q: 3 clusters Score -342298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -342299.093750 Penalty: 2589.928711
	Iteration 49Q: 3 clusters Score -342299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -342299.187500 Penalty: 2589.928711
	Iteration 50Q: 3 clusters Score -342299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -342300.375000 Penalty: 2589.928711
	Iteration 51Q: 3 clusters Score -342300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -342301.593750 Penalty: 2589.928711
	Iteration 52Q: 3 clusters Score -342301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -342302.187500 Penalty: 2589.928711
	Iteration 53Q: 3 clusters Score -342302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -342304.093750 Penalty: 2589.928711
	Iteration 54Q: 3 clusters Score -342304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -342306.812500 Penalty: 2589.928711
	Iteration 55Q: 3 clusters Score -342306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -342308.562500 Penalty: 2589.928711
	Iteration 56Q: 3 clusters Score -342308.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -342309.750000 Penalty: 2589.928711
	Iteration 57Q: 3 clusters Score -342309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -342311.593750 Penalty: 2589.928711
	Iteration 58Q: 3 clusters Score -342311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -342312.718750 Penalty: 2589.928711
	Iteration 59Q: 3 clusters Score -342312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -342313.718750 Penalty: 2589.928711
	Iteration 60F: 3 clusters Score -342313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342315.812500 Penalty: 2589.928711
	Iteration 61Q: 3 clusters Score -342315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342315.437500 Penalty: 2589.928711
	Iteration 62Q: 3 clusters Score -342315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -342317.000000 Penalty: 2589.928711
	Iteration 63Q: 3 clusters Score -342317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -342319.125000 Penalty: 2589.928711
	Iteration 64Q: 3 clusters Score -342319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342321.531250 Penalty: 2589.928711
	Iteration 65Q: 3 clusters Score -342321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -342323.187500 Penalty: 2589.928711
	Iteration 66Q: 3 clusters Score -342323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -342323.500000 Penalty: 2589.928711
	Iteration 67Q: 3 clusters Score -342323.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342324.187500 Penalty: 2589.928711
	Iteration 68Q: 3 clusters Score -342324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -342323.750000 Penalty: 2589.928711
	Iteration 69Q: 3 clusters Score -342323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -342323.750000 Penalty: 2589.928711
	Iteration 70F: 3 clusters Score -342323.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Entering Unmasked Estep 
Score: -3701449.750000 Penalty: 1664.624756
	Iteration 0F: 2 clusters Score -3701450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3682544.750000 Penalty: 3329.249512
	Iteration 0F: 3 clusters Score -3682545 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3689644.750000 Penalty: 3329.249512
	Iteration 1F: 3 clusters Score -3689645 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3690084.750000 Penalty: 3329.249512
	Iteration 2Q: 3 clusters Score -3690085 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3690464.000000 Penalty: 3329.249512
	Iteration 3Q: 3 clusters Score -3690464 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3690850.750000 Penalty: 3329.249512
	Iteration 4Q: 3 clusters Score -3690851 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3691396.500000 Penalty: 3329.249512
	Iteration 5Q: 3 clusters Score -3691396 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3692125.000000 Penalty: 3329.249512
	Iteration 6F: 3 clusters Score -3692125 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3693069.250000 Penalty: 3329.249512
	Iteration 7F: 3 clusters Score -3693069 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3694279.000000 Penalty: 3329.249512
	Iteration 8F: 3 clusters Score -3694279 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3695684.750000 Penalty: 3329.249512
	Iteration 9F: 3 clusters Score -3695685 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3697029.250000 Penalty: 3329.249512
	Iteration 10F: 3 clusters Score -3697029 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3698135.250000 Penalty: 3329.249512
	Iteration 11Q: 3 clusters Score -3698135 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3698883.000000 Penalty: 3329.249512
	Iteration 12Q: 3 clusters Score -3698883 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3699373.500000 Penalty: 3329.249512
	Iteration 13Q: 3 clusters Score -3699374 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3699660.250000 Penalty: 3329.249512
	Iteration 14Q: 3 clusters Score -3699660 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3699773.000000 Penalty: 3329.249512
	Iteration 15Q: 3 clusters Score -3699773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3699845.500000 Penalty: 3329.249512
	Iteration 16Q: 3 clusters Score -3699846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3699885.500000 Penalty: 3329.249512
	Iteration 17Q: 3 clusters Score -3699886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3699905.500000 Penalty: 3329.249512
	Iteration 18Q: 3 clusters Score -3699906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3699932.500000 Penalty: 3329.249512
	Iteration 19Q: 3 clusters Score -3699932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3699937.000000 Penalty: 3329.249512
	Iteration 20F: 3 clusters Score -3699937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3699938.250000 Penalty: 3329.249512
	Iteration 21Q: 3 clusters Score -3699938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3699943.750000 Penalty: 3329.249512
	Iteration 22Q: 3 clusters Score -3699944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3699940.250000 Penalty: 3329.249512
	Iteration 23Q: 3 clusters Score -3699940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3699949.000000 Penalty: 3329.249512
	Iteration 24Q: 3 clusters Score -3699949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3699951.750000 Penalty: 3329.249512
	Iteration 25Q: 3 clusters Score -3699952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3699954.750000 Penalty: 3329.249512
	Iteration 26Q: 3 clusters Score -3699955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3699961.750000 Penalty: 3329.249512
	Iteration 27Q: 3 clusters Score -3699962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3699962.750000 Penalty: 3329.249512
	Iteration 28Q: 3 clusters Score -3699963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3699969.500000 Penalty: 3329.249512
	Iteration 29Q: 3 clusters Score -3699970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3699971.250000 Penalty: 3329.249512
	Iteration 30Q: 3 clusters Score -3699971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3699974.250000 Penalty: 3329.249512
	Iteration 31Q: 3 clusters Score -3699974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3699975.500000 Penalty: 3329.249512
	Iteration 32Q: 3 clusters Score -3699976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3699975.500000 Penalty: 3329.249512
	Iteration 33F: 3 clusters Score -3699976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Entering Unmasked Estep 
Score: -8054377.500000 Penalty: 1791.695068
	Iteration 0F: 2 clusters Score -8054378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -8013853.000000 Penalty: 3583.390137
	Iteration 0F: 3 clusters Score -8013853 nChanged 28949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -8030067.500000 Penalty: 3583.390137
	Iteration 1F: 3 clusters Score -8030068 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -8030722.500000 Penalty: 3583.390137
	Iteration 2Q: 3 clusters Score -8030722 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -8031675.500000 Penalty: 3583.390137
	Iteration 3Q: 3 clusters Score -8031676 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -8033115.500000 Penalty: 3583.390137
	Iteration 4Q: 3 clusters Score -8033116 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -8035474.500000 Penalty: 3583.390137
	Iteration 5F: 3 clusters Score -8035474 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -8038771.000000 Penalty: 3583.390137
	Iteration 6F: 3 clusters Score -8038771 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -8042841.500000 Penalty: 3583.390137
	Iteration 7F: 3 clusters Score -8042842 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -8046839.000000 Penalty: 3583.390137
	Iteration 8F: 3 clusters Score -8046839 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -8049628.000000 Penalty: 3583.390137
	Iteration 9F: 3 clusters Score -8049628 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8051276.500000 Penalty: 3583.390137
	Iteration 10Q: 3 clusters Score -8051276 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8052054.000000 Penalty: 3583.390137
	Iteration 11Q: 3 clusters Score -8052054 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8052430.000000 Penalty: 3583.390137
	Iteration 12Q: 3 clusters Score -8052430 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8052650.000000 Penalty: 3583.390137
	Iteration 13Q: 3 clusters Score -8052650 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8052810.000000 Penalty: 3583.390137
	Iteration 14Q: 3 clusters Score -8052810 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8052930.000000 Penalty: 3583.390137
	Iteration 15Q: 3 clusters Score -8052930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8052988.500000 Penalty: 3583.390137
	Iteration 16Q: 3 clusters Score -8052988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8053031.500000 Penalty: 3583.390137
	Iteration 17Q: 3 clusters Score -8053032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8053065.000000 Penalty: 3583.390137
	Iteration 18Q: 3 clusters Score -8053065 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8053086.000000 Penalty: 3583.390137
	Iteration 19Q: 3 clusters Score -8053086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8053109.500000 Penalty: 3583.390137
	Iteration 20F: 3 clusters Score -8053110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8053113.500000 Penalty: 3583.390137
	Iteration 21Q: 3 clusters Score -8053114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8053134.000000 Penalty: 3583.390137
	Iteration 22Q: 3 clusters Score -8053134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8053150.500000 Penalty: 3583.390137
	Iteration 23Q: 3 clusters Score -8053150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8053153.500000 Penalty: 3583.390137
	Iteration 24Q: 3 clusters Score -8053154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8053164.000000 Penalty: 3583.390137
	Iteration 25Q: 3 clusters Score -8053164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8053162.500000 Penalty: 3583.390137
	Iteration 26Q: 3 clusters Score -8053162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8053168.000000 Penalty: 3583.390137
	Iteration 27Q: 3 clusters Score -8053168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8053173.000000 Penalty: 3583.390137
	Iteration 28Q: 3 clusters Score -8053173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8053171.000000 Penalty: 3583.390137
	Iteration 29Q: 3 clusters Score -8053171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8053171.000000 Penalty: 3583.390137
	Iteration 30Q: 3 clusters Score -8053171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8053170.000000 Penalty: 3583.390137
	Iteration 31Q: 3 clusters Score -8053170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8053170.500000 Penalty: 3583.390137
	Iteration 32Q: 3 clusters Score -8053170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8053170.500000 Penalty: 3583.390137
	Iteration 33F: 3 clusters Score -8053170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Entering Unmasked Estep 
Score: -2605168.250000 Penalty: 1606.770020
	Iteration 0F: 2 clusters Score -2605168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2591700.250000 Penalty: 3213.540039
	Iteration 0F: 3 clusters Score -2591700 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2596550.000000 Penalty: 3213.540039
	Iteration 1F: 3 clusters Score -2596550 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2596835.500000 Penalty: 3213.540039
	Iteration 2Q: 3 clusters Score -2596836 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2597036.500000 Penalty: 3213.540039
	Iteration 3Q: 3 clusters Score -2597036 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2597218.500000 Penalty: 3213.540039
	Iteration 4Q: 3 clusters Score -2597218 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2597414.250000 Penalty: 3213.540039
	Iteration 5Q: 3 clusters Score -2597414 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2597656.750000 Penalty: 3213.540039
	Iteration 6Q: 3 clusters Score -2597657 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2597945.000000 Penalty: 3213.540039
	Iteration 7Q: 3 clusters Score -2597945 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2598358.750000 Penalty: 3213.540039
	Iteration 8Q: 3 clusters Score -2598359 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2598982.250000 Penalty: 3213.540039
	Iteration 9F: 3 clusters Score -2598982 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2599875.000000 Penalty: 3213.540039
	Iteration 10F: 3 clusters Score -2599875 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2600946.250000 Penalty: 3213.540039
	Iteration 11F: 3 clusters Score -2600946 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2601942.750000 Penalty: 3213.540039
	Iteration 12F: 3 clusters Score -2601943 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2602653.750000 Penalty: 3213.540039
	Iteration 13Q: 3 clusters Score -2602654 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2603117.750000 Penalty: 3213.540039
	Iteration 14Q: 3 clusters Score -2603118 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2603422.500000 Penalty: 3213.540039
	Iteration 15Q: 3 clusters Score -2603422 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2603581.000000 Penalty: 3213.540039
	Iteration 16Q: 3 clusters Score -2603581 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2603682.250000 Penalty: 3213.540039
	Iteration 17Q: 3 clusters Score -2603682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2603741.250000 Penalty: 3213.540039
	Iteration 18Q: 3 clusters Score -2603741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2603777.000000 Penalty: 3213.540039
	Iteration 19Q: 3 clusters Score -2603777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2603796.500000 Penalty: 3213.540039
	Iteration 20F: 3 clusters Score -2603796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2603813.000000 Penalty: 3213.540039
	Iteration 21Q: 3 clusters Score -2603813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2603836.750000 Penalty: 3213.540039
	Iteration 22Q: 3 clusters Score -2603837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2603847.250000 Penalty: 3213.540039
	Iteration 23Q: 3 clusters Score -2603847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2603854.000000 Penalty: 3213.540039
	Iteration 24Q: 3 clusters Score -2603854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2603855.250000 Penalty: 3213.540039
	Iteration 25Q: 3 clusters Score -2603855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2603860.750000 Penalty: 3213.540039
	Iteration 26Q: 3 clusters Score -2603861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2603862.000000 Penalty: 3213.540039
	Iteration 27Q: 3 clusters Score -2603862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2603862.000000 Penalty: 3213.540039
	Iteration 28F: 3 clusters Score -2603862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Entering Unmasked Estep 
Score: -7140888.000000 Penalty: 1771.455688
	Iteration 0F: 2 clusters Score -7140888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -7104459.500000 Penalty: 3542.911377
	Iteration 0F: 3 clusters Score -7104460 nChanged 25473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -7118908.500000 Penalty: 3542.911377
	Iteration 1F: 3 clusters Score -7118908 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -7119254.500000 Penalty: 3542.911377
	Iteration 2Q: 3 clusters Score -7119254 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -7119658.000000 Penalty: 3542.911377
	Iteration 3Q: 3 clusters Score -7119658 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -7120122.000000 Penalty: 3542.911377
	Iteration 4Q: 3 clusters Score -7120122 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -7120551.000000 Penalty: 3542.911377
	Iteration 5Q: 3 clusters Score -7120551 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -7121170.000000 Penalty: 3542.911377
	Iteration 6Q: 3 clusters Score -7121170 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -7122171.500000 Penalty: 3542.911377
	Iteration 7Q: 3 clusters Score -7122172 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -7123752.500000 Penalty: 3542.911377
	Iteration 8Q: 3 clusters Score -7123752 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -7125944.000000 Penalty: 3542.911377
	Iteration 9F: 3 clusters Score -7125944 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -7128082.000000 Penalty: 3542.911377
	Iteration 10F: 3 clusters Score -7128082 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -7129127.500000 Penalty: 3542.911377
	Iteration 11Q: 3 clusters Score -7129128 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -7129466.000000 Penalty: 3542.911377
	Iteration 12Q: 3 clusters Score -7129466 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -7129578.000000 Penalty: 3542.911377
	Iteration 13Q: 3 clusters Score -7129578 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -7129644.500000 Penalty: 3542.911377
	Iteration 14Q: 3 clusters Score -7129644 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -7129681.500000 Penalty: 3542.911377
	Iteration 15Q: 3 clusters Score -7129682 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -7129710.000000 Penalty: 3542.911377
	Iteration 16Q: 3 clusters Score -7129710 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -7129757.000000 Penalty: 3542.911377
	Iteration 17Q: 3 clusters Score -7129757 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -7129821.000000 Penalty: 3542.911377
	Iteration 18Q: 3 clusters Score -7129821 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -7129855.500000 Penalty: 3542.911377
	Iteration 19Q: 3 clusters Score -7129856 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -7129922.000000 Penalty: 3542.911377
	Iteration 20F: 3 clusters Score -7129922 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -7129981.000000 Penalty: 3542.911377
	Iteration 21Q: 3 clusters Score -7129981 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -7130049.500000 Penalty: 3542.911377
	Iteration 22Q: 3 clusters Score -7130050 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -7130103.500000 Penalty: 3542.911377
	Iteration 23Q: 3 clusters Score -7130104 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -7130195.500000 Penalty: 3542.911377
	Iteration 24Q: 3 clusters Score -7130196 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -7130296.000000 Penalty: 3542.911377
	Iteration 25Q: 3 clusters Score -7130296 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -7130384.500000 Penalty: 3542.911377
	Iteration 26Q: 3 clusters Score -7130384 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -7130482.500000 Penalty: 3542.911377
	Iteration 27Q: 3 clusters Score -7130482 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -7130586.000000 Penalty: 3542.911377
	Iteration 28Q: 3 clusters Score -7130586 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -7130709.000000 Penalty: 3542.911377
	Iteration 29Q: 3 clusters Score -7130709 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -7130820.500000 Penalty: 3542.911377
	Iteration 30Q: 3 clusters Score -7130820 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -7130951.000000 Penalty: 3542.911377
	Iteration 31Q: 3 clusters Score -7130951 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -7131118.000000 Penalty: 3542.911377
	Iteration 32Q: 3 clusters Score -7131118 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -7131258.000000 Penalty: 3542.911377
	Iteration 33Q: 3 clusters Score -7131258 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -7131458.500000 Penalty: 3542.911377
	Iteration 34Q: 3 clusters Score -7131458 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -7131657.000000 Penalty: 3542.911377
	Iteration 35Q: 3 clusters Score -7131657 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7131853.500000 Penalty: 3542.911377
	Iteration 36Q: 3 clusters Score -7131854 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7132072.000000 Penalty: 3542.911377
	Iteration 37Q: 3 clusters Score -7132072 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -7132372.000000 Penalty: 3542.911377
	Iteration 38Q: 3 clusters Score -7132372 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -7132731.000000 Penalty: 3542.911377
	Iteration 39Q: 3 clusters Score -7132731 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -7133104.000000 Penalty: 3542.911377
	Iteration 40F: 3 clusters Score -7133104 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -7133513.500000 Penalty: 3542.911377
	Iteration 41Q: 3 clusters Score -7133514 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -7133981.000000 Penalty: 3542.911377
	Iteration 42Q: 3 clusters Score -7133981 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -7134486.500000 Penalty: 3542.911377
	Iteration 43Q: 3 clusters Score -7134486 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -7135134.500000 Penalty: 3542.911377
	Iteration 44Q: 3 clusters Score -7135134 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -7135755.500000 Penalty: 3542.911377
	Iteration 45Q: 3 clusters Score -7135756 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -7136396.000000 Penalty: 3542.911377
	Iteration 46Q: 3 clusters Score -7136396 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -7136983.500000 Penalty: 3542.911377
	Iteration 47Q: 3 clusters Score -7136984 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -7137518.500000 Penalty: 3542.911377
	Iteration 48Q: 3 clusters Score -7137518 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -7137984.500000 Penalty: 3542.911377
	Iteration 49Q: 3 clusters Score -7137984 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -7138345.000000 Penalty: 3542.911377
	Iteration 50Q: 3 clusters Score -7138345 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -7138604.000000 Penalty: 3542.911377
	Iteration 51Q: 3 clusters Score -7138604 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -7138816.000000 Penalty: 3542.911377
	Iteration 52Q: 3 clusters Score -7138816 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -7138943.000000 Penalty: 3542.911377
	Iteration 53Q: 3 clusters Score -7138943 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -7139051.500000 Penalty: 3542.911377
	Iteration 54Q: 3 clusters Score -7139052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -7139149.000000 Penalty: 3542.911377
	Iteration 55Q: 3 clusters Score -7139149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7139210.000000 Penalty: 3542.911377
	Iteration 56Q: 3 clusters Score -7139210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -7139243.500000 Penalty: 3542.911377
	Iteration 57Q: 3 clusters Score -7139244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -7139277.000000 Penalty: 3542.911377
	Iteration 58Q: 3 clusters Score -7139277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -7139295.500000 Penalty: 3542.911377
	Iteration 59Q: 3 clusters Score -7139296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -7139315.500000 Penalty: 3542.911377
	Iteration 60F: 3 clusters Score -7139316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -7139327.500000 Penalty: 3542.911377
	Iteration 61Q: 3 clusters Score -7139328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -7139343.500000 Penalty: 3542.911377
	Iteration 62Q: 3 clusters Score -7139344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -7139353.500000 Penalty: 3542.911377
	Iteration 63Q: 3 clusters Score -7139354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7139354.000000 Penalty: 3542.911377
	Iteration 64Q: 3 clusters Score -7139354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -7139357.000000 Penalty: 3542.911377
	Iteration 65Q: 3 clusters Score -7139357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -7139355.000000 Penalty: 3542.911377
	Iteration 66Q: 3 clusters Score -7139355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -7139357.500000 Penalty: 3542.911377
	Iteration 67Q: 3 clusters Score -7139358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -7139355.000000 Penalty: 3542.911377
	Iteration 68Q: 3 clusters Score -7139355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -7139357.500000 Penalty: 3542.911377
	Iteration 69Q: 3 clusters Score -7139358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -7139357.500000 Penalty: 3542.911377
	Iteration 70Q: 3 clusters Score -7139358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -7139358.000000 Penalty: 3542.911377
	Iteration 71Q: 3 clusters Score -7139358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -7139354.500000 Penalty: 3542.911377
	Iteration 72Q: 3 clusters Score -7139354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -7139354.500000 Penalty: 3542.911377
	Iteration 73F: 3 clusters Score -7139354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Entering Unmasked Estep 
Score: -932984.937500 Penalty: 1440.957031
	Iteration 0F: 2 clusters Score -932984.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -927687.500000 Penalty: 2881.914062
	Iteration 0F: 3 clusters Score -927687.5 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -929360.125000 Penalty: 2881.914062
	Iteration 1F: 3 clusters Score -929360.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -929624.312500 Penalty: 2881.914062
	Iteration 2F: 3 clusters Score -929624.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -929830.375000 Penalty: 2881.914062
	Iteration 3F: 3 clusters Score -929830.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -930045.875000 Penalty: 2881.914062
	Iteration 4Q: 3 clusters Score -930045.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -930230.875000 Penalty: 2881.914062
	Iteration 5Q: 3 clusters Score -930230.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -930396.500000 Penalty: 2881.914062
	Iteration 6Q: 3 clusters Score -930396.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -930544.125000 Penalty: 2881.914062
	Iteration 7Q: 3 clusters Score -930544.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -930672.750000 Penalty: 2881.914062
	Iteration 8Q: 3 clusters Score -930672.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -930772.062500 Penalty: 2881.914062
	Iteration 9Q: 3 clusters Score -930772.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -930854.000000 Penalty: 2881.914062
	Iteration 10Q: 3 clusters Score -930854 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -930918.437500 Penalty: 2881.914062
	Iteration 11Q: 3 clusters Score -930918.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -930975.437500 Penalty: 2881.914062
	Iteration 12Q: 3 clusters Score -930975.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -931042.875000 Penalty: 2881.914062
	Iteration 13Q: 3 clusters Score -931042.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -931100.000000 Penalty: 2881.914062
	Iteration 14Q: 3 clusters Score -931100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -931154.312500 Penalty: 2881.914062
	Iteration 15Q: 3 clusters Score -931154.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -931207.062500 Penalty: 2881.914062
	Iteration 16Q: 3 clusters Score -931207.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -931265.062500 Penalty: 2881.914062
	Iteration 17Q: 3 clusters Score -931265.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -931317.000000 Penalty: 2881.914062
	Iteration 18Q: 3 clusters Score -931317 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -931360.812500 Penalty: 2881.914062
	Iteration 19Q: 3 clusters Score -931360.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -931403.000000 Penalty: 2881.914062
	Iteration 20F: 3 clusters Score -931403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -931436.812500 Penalty: 2881.914062
	Iteration 21Q: 3 clusters Score -931436.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -931461.687500 Penalty: 2881.914062
	Iteration 22Q: 3 clusters Score -931461.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -931483.937500 Penalty: 2881.914062
	Iteration 23Q: 3 clusters Score -931483.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -931502.125000 Penalty: 2881.914062
	Iteration 24Q: 3 clusters Score -931502.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -931518.687500 Penalty: 2881.914062
	Iteration 25Q: 3 clusters Score -931518.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -931532.750000 Penalty: 2881.914062
	Iteration 26Q: 3 clusters Score -931532.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -931541.812500 Penalty: 2881.914062
	Iteration 27Q: 3 clusters Score -931541.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -931552.250000 Penalty: 2881.914062
	Iteration 28Q: 3 clusters Score -931552.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -931561.562500 Penalty: 2881.914062
	Iteration 29Q: 3 clusters Score -931561.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -931569.187500 Penalty: 2881.914062
	Iteration 30Q: 3 clusters Score -931569.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -931580.937500 Penalty: 2881.914062
	Iteration 31Q: 3 clusters Score -931580.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -931596.875000 Penalty: 2881.914062
	Iteration 32Q: 3 clusters Score -931596.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -931606.187500 Penalty: 2881.914062
	Iteration 33Q: 3 clusters Score -931606.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -931613.750000 Penalty: 2881.914062
	Iteration 34Q: 3 clusters Score -931613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -931623.125000 Penalty: 2881.914062
	Iteration 35Q: 3 clusters Score -931623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -931625.875000 Penalty: 2881.914062
	Iteration 36Q: 3 clusters Score -931625.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -931628.187500 Penalty: 2881.914062
	Iteration 37Q: 3 clusters Score -931628.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -931631.062500 Penalty: 2881.914062
	Iteration 38Q: 3 clusters Score -931631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -931631.625000 Penalty: 2881.914062
	Iteration 39Q: 3 clusters Score -931631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -931631.625000 Penalty: 2881.914062
	Iteration 40F: 3 clusters Score -931631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -931632.687500 Penalty: 2881.914062
	Iteration 41Q: 3 clusters Score -931632.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -931635.000000 Penalty: 2881.914062
	Iteration 42Q: 3 clusters Score -931635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -931635.250000 Penalty: 2881.914062
	Iteration 43Q: 3 clusters Score -931635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -931634.437500 Penalty: 2881.914062
	Iteration 44Q: 3 clusters Score -931634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -931639.125000 Penalty: 2881.914062
	Iteration 45Q: 3 clusters Score -931639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -931638.187500 Penalty: 2881.914062
	Iteration 46Q: 3 clusters Score -931638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -931640.750000 Penalty: 2881.914062
	Iteration 47Q: 3 clusters Score -931640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -931644.625000 Penalty: 2881.914062
	Iteration 48Q: 3 clusters Score -931644.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -931645.062500 Penalty: 2881.914062
	Iteration 49Q: 3 clusters Score -931645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -931647.812500 Penalty: 2881.914062
	Iteration 50Q: 3 clusters Score -931647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -931649.812500 Penalty: 2881.914062
	Iteration 51Q: 3 clusters Score -931649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -931649.812500 Penalty: 2881.914062
	Iteration 52Q: 3 clusters Score -931649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -931651.312500 Penalty: 2881.914062
	Iteration 53Q: 3 clusters Score -931651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -931651.875000 Penalty: 2881.914062
	Iteration 54Q: 3 clusters Score -931651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -931651.812500 Penalty: 2881.914062
	Iteration 55Q: 3 clusters Score -931651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -931652.937500 Penalty: 2881.914062
	Iteration 56Q: 3 clusters Score -931652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -931652.437500 Penalty: 2881.914062
	Iteration 57Q: 3 clusters Score -931652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -931653.125000 Penalty: 2881.914062
	Iteration 58Q: 3 clusters Score -931653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -931653.687500 Penalty: 2881.914062
	Iteration 59Q: 3 clusters Score -931653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -931653.750000 Penalty: 2881.914062
	Iteration 60F: 3 clusters Score -931653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -931652.625000 Penalty: 2881.914062
	Iteration 61Q: 3 clusters Score -931652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -931652.625000 Penalty: 2881.914062
	Iteration 62F: 3 clusters Score -931652.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Entering Unmasked Estep 
Score: -1584190.250000 Penalty: 1534.519409
	Iteration 0F: 2 clusters Score -1584190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1575415.375000 Penalty: 3069.038818
	Iteration 0F: 3 clusters Score -1575415 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1578507.875000 Penalty: 3069.038818
	Iteration 1F: 3 clusters Score -1578508 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1578891.750000 Penalty: 3069.038818
	Iteration 2F: 3 clusters Score -1578892 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1579304.750000 Penalty: 3069.038818
	Iteration 3F: 3 clusters Score -1579305 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1579786.250000 Penalty: 3069.038818
	Iteration 4F: 3 clusters Score -1579786 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1580308.000000 Penalty: 3069.038818
	Iteration 5F: 3 clusters Score -1580308 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1580933.000000 Penalty: 3069.038818
	Iteration 6F: 3 clusters Score -1580933 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1581563.750000 Penalty: 3069.038818
	Iteration 7F: 3 clusters Score -1581564 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1582057.125000 Penalty: 3069.038818
	Iteration 8Q: 3 clusters Score -1582057 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1582424.375000 Penalty: 3069.038818
	Iteration 9Q: 3 clusters Score -1582424 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1582649.250000 Penalty: 3069.038818
	Iteration 10Q: 3 clusters Score -1582649 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1582776.250000 Penalty: 3069.038818
	Iteration 11Q: 3 clusters Score -1582776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1582864.500000 Penalty: 3069.038818
	Iteration 12Q: 3 clusters Score -1582864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1582933.250000 Penalty: 3069.038818
	Iteration 13Q: 3 clusters Score -1582933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1582980.875000 Penalty: 3069.038818
	Iteration 14Q: 3 clusters Score -1582981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1583025.875000 Penalty: 3069.038818
	Iteration 15Q: 3 clusters Score -1583026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1583056.250000 Penalty: 3069.038818
	Iteration 16Q: 3 clusters Score -1583056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1583086.125000 Penalty: 3069.038818
	Iteration 17Q: 3 clusters Score -1583086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1583110.625000 Penalty: 3069.038818
	Iteration 18Q: 3 clusters Score -1583111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1583118.000000 Penalty: 3069.038818
	Iteration 19Q: 3 clusters Score -1583118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1583131.750000 Penalty: 3069.038818
	Iteration 20F: 3 clusters Score -1583132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1583142.125000 Penalty: 3069.038818
	Iteration 21Q: 3 clusters Score -1583142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1583151.250000 Penalty: 3069.038818
	Iteration 22Q: 3 clusters Score -1583151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1583164.125000 Penalty: 3069.038818
	Iteration 23Q: 3 clusters Score -1583164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1583173.875000 Penalty: 3069.038818
	Iteration 24Q: 3 clusters Score -1583174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1583181.000000 Penalty: 3069.038818
	Iteration 25Q: 3 clusters Score -1583181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1583187.125000 Penalty: 3069.038818
	Iteration 26Q: 3 clusters Score -1583187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1583199.250000 Penalty: 3069.038818
	Iteration 27Q: 3 clusters Score -1583199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1583200.500000 Penalty: 3069.038818
	Iteration 28Q: 3 clusters Score -1583200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1583205.250000 Penalty: 3069.038818
	Iteration 29Q: 3 clusters Score -1583205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1583210.625000 Penalty: 3069.038818
	Iteration 30Q: 3 clusters Score -1583211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1583212.750000 Penalty: 3069.038818
	Iteration 31Q: 3 clusters Score -1583213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1583212.875000 Penalty: 3069.038818
	Iteration 32Q: 3 clusters Score -1583213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1583212.875000 Penalty: 3069.038818
	Iteration 33F: 3 clusters Score -1583213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79538 members 
Entering Unmasked Estep 
Score: -10530393.000000 Penalty: 1833.648315
	Iteration 0F: 2 clusters Score -1.053039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -10479773.000000 Penalty: 3667.296631
	Iteration 0F: 3 clusters Score -1.047977e+07 nChanged 38087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -10501946.000000 Penalty: 3667.296631
	Iteration 1F: 3 clusters Score -1.050195e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -10503295.000000 Penalty: 3667.296631
	Iteration 2Q: 3 clusters Score -1.05033e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -10505289.000000 Penalty: 3667.296631
	Iteration 3F: 3 clusters Score -1.050529e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -10508405.000000 Penalty: 3667.296631
	Iteration 4F: 3 clusters Score -1.05084e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -10512666.000000 Penalty: 3667.296631
	Iteration 5F: 3 clusters Score -1.051267e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -10517506.000000 Penalty: 3667.296631
	Iteration 6F: 3 clusters Score -1.051751e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -10521837.000000 Penalty: 3667.296631
	Iteration 7F: 3 clusters Score -1.052184e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -10525032.000000 Penalty: 3667.296631
	Iteration 8F: 3 clusters Score -1.052503e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -10526994.000000 Penalty: 3667.296631
	Iteration 9Q: 3 clusters Score -1.052699e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -10527939.000000 Penalty: 3667.296631
	Iteration 10Q: 3 clusters Score -1.052794e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -10528416.000000 Penalty: 3667.296631
	Iteration 11Q: 3 clusters Score -1.052842e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -10528637.000000 Penalty: 3667.296631
	Iteration 12Q: 3 clusters Score -1.052864e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -10528718.000000 Penalty: 3667.296631
	Iteration 13Q: 3 clusters Score -1.052872e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -10528759.000000 Penalty: 3667.296631
	Iteration 14Q: 3 clusters Score -1.052876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -10528785.000000 Penalty: 3667.296631
	Iteration 15Q: 3 clusters Score -1.052878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -10528802.000000 Penalty: 3667.296631
	Iteration 16Q: 3 clusters Score -1.05288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -10528804.000000 Penalty: 3667.296631
	Iteration 17Q: 3 clusters Score -1.05288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -10528814.000000 Penalty: 3667.296631
	Iteration 18Q: 3 clusters Score -1.052881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -10528819.000000 Penalty: 3667.296631
	Iteration 19Q: 3 clusters Score -1.052882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -10528820.000000 Penalty: 3667.296631
	Iteration 20F: 3 clusters Score -1.052882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -10528825.000000 Penalty: 3667.296631
	Iteration 21Q: 3 clusters Score -1.052882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -10528827.000000 Penalty: 3667.296631
	Iteration 22Q: 3 clusters Score -1.052883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -10528830.000000 Penalty: 3667.296631
	Iteration 23Q: 3 clusters Score -1.052883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -10528843.000000 Penalty: 3667.296631
	Iteration 24Q: 3 clusters Score -1.052884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -10528850.000000 Penalty: 3667.296631
	Iteration 25Q: 3 clusters Score -1.052885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -10528850.000000 Penalty: 3667.296631
	Iteration 26Q: 3 clusters Score -1.052885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -10528858.000000 Penalty: 3667.296631
	Iteration 27Q: 3 clusters Score -1.052886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -10528856.000000 Penalty: 3667.296631
	Iteration 28Q: 3 clusters Score -1.052886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -10528857.000000 Penalty: 3667.296631
	Iteration 29Q: 3 clusters Score -1.052886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -10528857.000000 Penalty: 3667.296631
	Iteration 30F: 3 clusters Score -1.052886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Entering Unmasked Estep 
Score: -2404242.250000 Penalty: 1594.035767
	Iteration 0F: 2 clusters Score -2404242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2391772.500000 Penalty: 3188.071533
	Iteration 0F: 3 clusters Score -2391772 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2396565.750000 Penalty: 3188.071533
	Iteration 1F: 3 clusters Score -2396566 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2397271.750000 Penalty: 3188.071533
	Iteration 2F: 3 clusters Score -2397272 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2398146.500000 Penalty: 3188.071533
	Iteration 3F: 3 clusters Score -2398146 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2399113.250000 Penalty: 3188.071533
	Iteration 4F: 3 clusters Score -2399113 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2400093.250000 Penalty: 3188.071533
	Iteration 5F: 3 clusters Score -2400093 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2400953.750000 Penalty: 3188.071533
	Iteration 6F: 3 clusters Score -2400954 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2401623.000000 Penalty: 3188.071533
	Iteration 7Q: 3 clusters Score -2401623 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2402084.500000 Penalty: 3188.071533
	Iteration 8Q: 3 clusters Score -2402084 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2402389.250000 Penalty: 3188.071533
	Iteration 9Q: 3 clusters Score -2402389 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2402600.000000 Penalty: 3188.071533
	Iteration 10Q: 3 clusters Score -2402600 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2402752.250000 Penalty: 3188.071533
	Iteration 11Q: 3 clusters Score -2402752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2402833.000000 Penalty: 3188.071533
	Iteration 12Q: 3 clusters Score -2402833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2402890.500000 Penalty: 3188.071533
	Iteration 13Q: 3 clusters Score -2402890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2402941.500000 Penalty: 3188.071533
	Iteration 14Q: 3 clusters Score -2402942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2402984.500000 Penalty: 3188.071533
	Iteration 15Q: 3 clusters Score -2402984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2403031.750000 Penalty: 3188.071533
	Iteration 16Q: 3 clusters Score -2403032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2403070.000000 Penalty: 3188.071533
	Iteration 17Q: 3 clusters Score -2403070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2403093.500000 Penalty: 3188.071533
	Iteration 18Q: 3 clusters Score -2403094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2403138.250000 Penalty: 3188.071533
	Iteration 19Q: 3 clusters Score -2403138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2403197.500000 Penalty: 3188.071533
	Iteration 20F: 3 clusters Score -2403198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2403249.500000 Penalty: 3188.071533
	Iteration 21Q: 3 clusters Score -2403250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2403310.000000 Penalty: 3188.071533
	Iteration 22Q: 3 clusters Score -2403310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2403379.750000 Penalty: 3188.071533
	Iteration 23Q: 3 clusters Score -2403380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2403472.000000 Penalty: 3188.071533
	Iteration 24Q: 3 clusters Score -2403472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2403554.750000 Penalty: 3188.071533
	Iteration 25Q: 3 clusters Score -2403555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2403624.250000 Penalty: 3188.071533
	Iteration 26Q: 3 clusters Score -2403624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2403689.250000 Penalty: 3188.071533
	Iteration 27Q: 3 clusters Score -2403689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2403740.500000 Penalty: 3188.071533
	Iteration 28Q: 3 clusters Score -2403740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2403774.000000 Penalty: 3188.071533
	Iteration 29Q: 3 clusters Score -2403774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2403793.750000 Penalty: 3188.071533
	Iteration 30Q: 3 clusters Score -2403794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2403808.250000 Penalty: 3188.071533
	Iteration 31Q: 3 clusters Score -2403808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2403820.500000 Penalty: 3188.071533
	Iteration 32Q: 3 clusters Score -2403820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2403830.500000 Penalty: 3188.071533
	Iteration 33Q: 3 clusters Score -2403830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2403843.000000 Penalty: 3188.071533
	Iteration 34Q: 3 clusters Score -2403843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2403852.750000 Penalty: 3188.071533
	Iteration 35Q: 3 clusters Score -2403853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2403857.000000 Penalty: 3188.071533
	Iteration 36Q: 3 clusters Score -2403857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2403863.500000 Penalty: 3188.071533
	Iteration 37Q: 3 clusters Score -2403864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2403861.250000 Penalty: 3188.071533
	Iteration 38Q: 3 clusters Score -2403861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2403863.250000 Penalty: 3188.071533
	Iteration 39Q: 3 clusters Score -2403863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2403875.500000 Penalty: 3188.071533
	Iteration 40F: 3 clusters Score -2403876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2403880.000000 Penalty: 3188.071533
	Iteration 41Q: 3 clusters Score -2403880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2403886.500000 Penalty: 3188.071533
	Iteration 42Q: 3 clusters Score -2403886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2403891.000000 Penalty: 3188.071533
	Iteration 43Q: 3 clusters Score -2403891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2403886.250000 Penalty: 3188.071533
	Iteration 44Q: 3 clusters Score -2403886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2403892.000000 Penalty: 3188.071533
	Iteration 45Q: 3 clusters Score -2403892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2403892.250000 Penalty: 3188.071533
	Iteration 46Q: 3 clusters Score -2403892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2403894.750000 Penalty: 3188.071533
	Iteration 47Q: 3 clusters Score -2403895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2403896.750000 Penalty: 3188.071533
	Iteration 48Q: 3 clusters Score -2403897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2403899.250000 Penalty: 3188.071533
	Iteration 49Q: 3 clusters Score -2403899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2403896.000000 Penalty: 3188.071533
	Iteration 50Q: 3 clusters Score -2403896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2403896.000000 Penalty: 3188.071533
	Iteration 51F: 3 clusters Score -2403896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 451 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 63064 members 
Mstep: Class 6 contains 11866 members 
Mstep: Class 7 contains 14315 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 61440 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 54245 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 20 contains 79538 members 
Mstep: Class 22 contains 18205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53943788.000000 Penalty: 37865.906250
Iteration 119Q: 19 clusters Score -5.394379e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 451 members 
Mstep: Class 3 contains 15856 members 
Mstep: Class 4 contains 63406 members 
Mstep: Class 5 contains 19753 members 
Mstep: Class 6 contains 11880 members 
Mstep: Class 7 contains 13932 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 13 contains 28257 members 
Mstep: Class 14 contains 61438 members 
Mstep: Class 15 contains 19875 members 
Mstep: Class 16 contains 54413 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 12659 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 19 clusters Score -5.394444e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 453 members 
Mstep: Class 3 contains 15979 members 
Mstep: Class 4 contains 63578 members 
Mstep: Class 5 contains 19399 members 
Mstep: Class 6 contains 11866 members 
Mstep: Class 7 contains 13640 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 6712 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 61442 members 
Mstep: Class 15 contains 20022 members 
Mstep: Class 16 contains 54476 members 
Mstep: Class 17 contains 7262 members 
Mstep: Class 18 contains 12663 members 
Mstep: Class 20 contains 79525 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 19 clusters Score -5.394452e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 3 contains 16083 members 
Mstep: Class 4 contains 63704 members 
Mstep: Class 5 contains 19106 members 
Mstep: Class 6 contains 11858 members 
Mstep: Class 7 contains 13446 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 2889 members 
Mstep: Class 13 contains 28409 members 
Mstep: Class 14 contains 61440 members 
Mstep: Class 15 contains 20123 members 
Mstep: Class 16 contains 54527 members 
Mstep: Class 17 contains 7320 members 
Mstep: Class 18 contains 12668 members 
Mstep: Class 20 contains 79529 members 
Mstep: Class 22 contains 18183 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 19 clusters Score -5.394455e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 441 members 
Mstep: Class 3 contains 16159 members 
Mstep: Class 4 contains 63792 members 
Mstep: Class 5 contains 18862 members 
Mstep: Class 6 contains 11854 members 
Mstep: Class 7 contains 13325 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 13 contains 28445 members 
Mstep: Class 14 contains 61445 members 
Mstep: Class 15 contains 20212 members 
Mstep: Class 16 contains 54551 members 
Mstep: Class 17 contains 7371 members 
Mstep: Class 18 contains 12674 members 
Mstep: Class 20 contains 79529 members 
Mstep: Class 22 contains 18183 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 19 clusters Score -5.394467e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 435 members 
Mstep: Class 3 contains 16223 members 
Mstep: Class 4 contains 63851 members 
Mstep: Class 5 contains 18674 members 
Mstep: Class 6 contains 11848 members 
Mstep: Class 7 contains 13253 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 13 contains 28474 members 
Mstep: Class 14 contains 61447 members 
Mstep: Class 15 contains 20280 members 
Mstep: Class 16 contains 54574 members 
Mstep: Class 17 contains 7404 members 
Mstep: Class 18 contains 12670 members 
Mstep: Class 20 contains 79528 members 
Mstep: Class 22 contains 18182 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 19 clusters Score -5.394471e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 16274 members 
Mstep: Class 4 contains 63894 members 
Mstep: Class 5 contains 18533 members 
Mstep: Class 6 contains 11853 members 
Mstep: Class 7 contains 13194 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 13 contains 28492 members 
Mstep: Class 14 contains 61455 members 
Mstep: Class 15 contains 20337 members 
Mstep: Class 16 contains 54579 members 
Mstep: Class 17 contains 7431 members 
Mstep: Class 18 contains 12673 members 
Mstep: Class 20 contains 79523 members 
Mstep: Class 22 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 19 clusters Score -5.394484e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 63925 members 
Mstep: Class 5 contains 18417 members 
Mstep: Class 6 contains 11863 members 
Mstep: Class 7 contains 13138 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2886 members 
Mstep: Class 13 contains 28507 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20397 members 
Mstep: Class 16 contains 54579 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 12674 members 
Mstep: Class 20 contains 79523 members 
Mstep: Class 22 contains 18185 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 19 clusters Score -5.394499e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 16342 members 
Mstep: Class 4 contains 63956 members 
Mstep: Class 5 contains 18322 members 
Mstep: Class 6 contains 11874 members 
Mstep: Class 7 contains 13100 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2880 members 
Mstep: Class 13 contains 28524 members 
Mstep: Class 14 contains 61452 members 
Mstep: Class 15 contains 20440 members 
Mstep: Class 16 contains 54587 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 12671 members 
Mstep: Class 20 contains 79527 members 
Mstep: Class 22 contains 18185 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 19 clusters Score -5.394507e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 16368 members 
Mstep: Class 4 contains 63985 members 
Mstep: Class 5 contains 18252 members 
Mstep: Class 6 contains 11881 members 
Mstep: Class 7 contains 13074 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 13 contains 28537 members 
Mstep: Class 14 contains 61449 members 
Mstep: Class 15 contains 20468 members 
Mstep: Class 16 contains 54596 members 
Mstep: Class 17 contains 7474 members 
Mstep: Class 18 contains 12669 members 
Mstep: Class 20 contains 79527 members 
Mstep: Class 22 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 19 clusters Score -5.394505e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 407 members 
Mstep: Class 3 contains 16389 members 
Mstep: Class 4 contains 64008 members 
Mstep: Class 5 contains 18186 members 
Mstep: Class 6 contains 11889 members 
Mstep: Class 7 contains 13055 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 13 contains 28543 members 
Mstep: Class 14 contains 61448 members 
Mstep: Class 15 contains 20494 members 
Mstep: Class 16 contains 54603 members 
Mstep: Class 17 contains 7480 members 
Mstep: Class 18 contains 12674 members 
Mstep: Class 20 contains 79527 members 
Mstep: Class 22 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945020.000000 Penalty: 37865.906250
Iteration 129Q: 19 clusters Score -5.394502e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 405 members 
Mstep: Class 3 contains 16403 members 
Mstep: Class 4 contains 64023 members 
Mstep: Class 5 contains 18134 members 
Mstep: Class 6 contains 11893 members 
Mstep: Class 7 contains 13040 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 13 contains 28552 members 
Mstep: Class 14 contains 61446 members 
Mstep: Class 15 contains 20514 members 
Mstep: Class 16 contains 54601 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 12679 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945040.000000 Penalty: 37865.906250
Iteration 130Q: 19 clusters Score -5.394504e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 403 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 64041 members 
Mstep: Class 5 contains 18089 members 
Mstep: Class 6 contains 11895 members 
Mstep: Class 7 contains 13031 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6708 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 13 contains 28552 members 
Mstep: Class 14 contains 61451 members 
Mstep: Class 15 contains 20524 members 
Mstep: Class 16 contains 54600 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 18 contains 12680 members 
Mstep: Class 20 contains 79532 members 
Mstep: Class 22 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944972.000000 Penalty: 37865.906250
Iteration 131Q: 19 clusters Score -5.394497e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 401 members 
Mstep: Class 3 contains 16428 members 
Mstep: Class 4 contains 64051 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 11898 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 61453 members 
Mstep: Class 15 contains 20538 members 
Mstep: Class 16 contains 54598 members 
Mstep: Class 17 contains 7510 members 
Mstep: Class 18 contains 12680 members 
Mstep: Class 20 contains 79530 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945016.000000 Penalty: 37865.906250
Iteration 132Q: 19 clusters Score -5.394502e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 64060 members 
Mstep: Class 5 contains 18026 members 
Mstep: Class 6 contains 11900 members 
Mstep: Class 7 contains 12999 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 13 contains 28567 members 
Mstep: Class 14 contains 61454 members 
Mstep: Class 15 contains 20544 members 
Mstep: Class 16 contains 54601 members 
Mstep: Class 17 contains 7517 members 
Mstep: Class 18 contains 12678 members 
Mstep: Class 20 contains 79527 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945032.000000 Penalty: 37865.906250
Iteration 133Q: 19 clusters Score -5.394503e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16447 members 
Mstep: Class 4 contains 64069 members 
Mstep: Class 5 contains 18002 members 
Mstep: Class 6 contains 11900 members 
Mstep: Class 7 contains 12986 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 13 contains 28572 members 
Mstep: Class 14 contains 61455 members 
Mstep: Class 15 contains 20556 members 
Mstep: Class 16 contains 54603 members 
Mstep: Class 17 contains 7521 members 
Mstep: Class 18 contains 12677 members 
Mstep: Class 20 contains 79526 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945040.000000 Penalty: 37865.906250
Iteration 134Q: 19 clusters Score -5.394504e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16451 members 
Mstep: Class 4 contains 64073 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 11901 members 
Mstep: Class 7 contains 12980 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 13 contains 28573 members 
Mstep: Class 14 contains 61455 members 
Mstep: Class 15 contains 20565 members 
Mstep: Class 16 contains 54602 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 20 contains 79526 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945008.000000 Penalty: 37865.906250
Iteration 135Q: 19 clusters Score -5.394501e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16453 members 
Mstep: Class 4 contains 64073 members 
Mstep: Class 5 contains 17973 members 
Mstep: Class 6 contains 11902 members 
Mstep: Class 7 contains 12977 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 2839 members 
Mstep: Class 13 contains 28575 members 
Mstep: Class 14 contains 61456 members 
Mstep: Class 15 contains 20572 members 
Mstep: Class 16 contains 54603 members 
Mstep: Class 17 contains 7529 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 20 contains 79526 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944992.000000 Penalty: 37865.906250
Iteration 136Q: 19 clusters Score -5.394499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16456 members 
Mstep: Class 4 contains 64074 members 
Mstep: Class 5 contains 17965 members 
Mstep: Class 6 contains 11906 members 
Mstep: Class 7 contains 12973 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 13 contains 28576 members 
Mstep: Class 14 contains 61456 members 
Mstep: Class 15 contains 20577 members 
Mstep: Class 16 contains 54605 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 12678 members 
Mstep: Class 20 contains 79526 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945060.000000 Penalty: 37865.906250
Iteration 137Q: 19 clusters Score -5.394506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16457 members 
Mstep: Class 4 contains 64076 members 
Mstep: Class 5 contains 17954 members 
Mstep: Class 6 contains 11909 members 
Mstep: Class 7 contains 12969 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6711 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 13 contains 28578 members 
Mstep: Class 14 contains 61455 members 
Mstep: Class 15 contains 20584 members 
Mstep: Class 16 contains 54606 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 12677 members 
Mstep: Class 20 contains 79527 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945000.000000 Penalty: 37865.906250
Iteration 138Q: 19 clusters Score -5.3945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16461 members 
Mstep: Class 4 contains 64076 members 
Mstep: Class 5 contains 17940 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12963 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6712 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 13 contains 28580 members 
Mstep: Class 14 contains 61454 members 
Mstep: Class 15 contains 20593 members 
Mstep: Class 16 contains 54607 members 
Mstep: Class 17 contains 7536 members 
Mstep: Class 18 contains 12677 members 
Mstep: Class 20 contains 79528 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945016.000000 Penalty: 37865.906250
Iteration 139Q: 19 clusters Score -5.394502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16462 members 
Mstep: Class 4 contains 64077 members 
Mstep: Class 5 contains 17931 members 
Mstep: Class 6 contains 11913 members 
Mstep: Class 7 contains 12957 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6712 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 13 contains 28581 members 
Mstep: Class 14 contains 61455 members 
Mstep: Class 15 contains 20600 members 
Mstep: Class 16 contains 54609 members 
Mstep: Class 17 contains 7537 members 
Mstep: Class 18 contains 12678 members 
Mstep: Class 20 contains 79528 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944976.000000 Penalty: 37865.906250
Iteration 140F: 19 clusters Score -5.394498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16462 members 
Mstep: Class 4 contains 64075 members 
Mstep: Class 5 contains 17924 members 
Mstep: Class 6 contains 11914 members 
Mstep: Class 7 contains 12952 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 13 contains 28584 members 
Mstep: Class 14 contains 61456 members 
Mstep: Class 15 contains 20606 members 
Mstep: Class 16 contains 54610 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12678 members 
Mstep: Class 20 contains 79527 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 19 clusters Score -5.394503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16462 members 
Mstep: Class 4 contains 64076 members 
Mstep: Class 5 contains 17922 members 
Mstep: Class 6 contains 11913 members 
Mstep: Class 7 contains 12950 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20609 members 
Mstep: Class 16 contains 54610 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12678 members 
Mstep: Class 20 contains 79527 members 
Mstep: Class 22 contains 18187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945028.000000 Penalty: 37865.906250
Iteration 142Q: 19 clusters Score -5.394503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16463 members 
Mstep: Class 4 contains 64075 members 
Mstep: Class 5 contains 17920 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12948 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28588 members 
Mstep: Class 14 contains 61458 members 
Mstep: Class 15 contains 20610 members 
Mstep: Class 16 contains 54611 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12677 members 
Mstep: Class 20 contains 79528 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 19 clusters Score -5.394508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16462 members 
Mstep: Class 4 contains 64073 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12943 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28589 members 
Mstep: Class 14 contains 61460 members 
Mstep: Class 15 contains 20617 members 
Mstep: Class 16 contains 54611 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12676 members 
Mstep: Class 20 contains 79528 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 19 clusters Score -5.39451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16462 members 
Mstep: Class 4 contains 64071 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12939 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28590 members 
Mstep: Class 14 contains 61459 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 54612 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12677 members 
Mstep: Class 20 contains 79529 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945084.000000 Penalty: 37865.906250
Iteration 145Q: 19 clusters Score -5.394508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16462 members 
Mstep: Class 4 contains 64071 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12936 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28591 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 54613 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12678 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945080.000000 Penalty: 37865.906250
Iteration 146Q: 19 clusters Score -5.394508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16463 members 
Mstep: Class 4 contains 64071 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 54614 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12676 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945080.000000 Penalty: 37865.906250
Iteration 147Q: 19 clusters Score -5.394508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 64071 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12933 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 54615 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12675 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945084.000000 Penalty: 37865.906250
Iteration 148Q: 19 clusters Score -5.394508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 64071 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12933 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 54616 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12674 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945080.000000 Penalty: 37865.906250
Iteration 149Q: 19 clusters Score -5.394508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 64071 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12933 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 54617 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12673 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945088.000000 Penalty: 37865.906250
Iteration 150Q: 19 clusters Score -5.394509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 64071 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12933 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 54617 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12673 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945088.000000 Penalty: 37865.906250
Iteration 151F: 19 clusters Score -5.394509e+07 nChanged 0
Entering ConstructFrom: 
Score: -53945088.000000 Penalty: 37865.906250
Entering ConstructFrom: 
Trying to split cluster 1 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -250452.406250 Penalty: 1243.152466
	Iteration 0F: 2 clusters Score -250452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -248313.296875 Penalty: 2486.304932
	Iteration 0F: 3 clusters Score -248313.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -248819.390625 Penalty: 2486.304932
	Iteration 1F: 3 clusters Score -248819.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -248928.937500 Penalty: 2486.304932
	Iteration 2F: 3 clusters Score -248928.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -249061.156250 Penalty: 2486.304932
	Iteration 3F: 3 clusters Score -249061.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -249243.359375 Penalty: 2486.304932
	Iteration 4F: 3 clusters Score -249243.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -249517.328125 Penalty: 2486.304932
	Iteration 5F: 3 clusters Score -249517.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -249878.171875 Penalty: 2486.304932
	Iteration 6F: 3 clusters Score -249878.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -250177.343750 Penalty: 2486.304932
	Iteration 7F: 3 clusters Score -250177.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -250405.515625 Penalty: 2486.304932
	Iteration 8F: 3 clusters Score -250405.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -250504.265625 Penalty: 2486.304932
	Iteration 9Q: 3 clusters Score -250504.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -250542.921875 Penalty: 2486.304932
	Iteration 10Q: 3 clusters Score -250542.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -250560.640625 Penalty: 2486.304932
	Iteration 11Q: 3 clusters Score -250560.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -250571.234375 Penalty: 2486.304932
	Iteration 12Q: 3 clusters Score -250571.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -250578.296875 Penalty: 2486.304932
	Iteration 13Q: 3 clusters Score -250578.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -250585.453125 Penalty: 2486.304932
	Iteration 14Q: 3 clusters Score -250585.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -250590.421875 Penalty: 2486.304932
	Iteration 15Q: 3 clusters Score -250590.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -250595.984375 Penalty: 2486.304932
	Iteration 16Q: 3 clusters Score -250596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -250598.890625 Penalty: 2486.304932
	Iteration 17Q: 3 clusters Score -250598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -250602.281250 Penalty: 2486.304932
	Iteration 18Q: 3 clusters Score -250602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -250605.109375 Penalty: 2486.304932
	Iteration 19Q: 3 clusters Score -250605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -250606.875000 Penalty: 2486.304932
	Iteration 20F: 3 clusters Score -250606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -250607.343750 Penalty: 2486.304932
	Iteration 21Q: 3 clusters Score -250607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -250609.328125 Penalty: 2486.304932
	Iteration 22Q: 3 clusters Score -250609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -250609.812500 Penalty: 2486.304932
	Iteration 23Q: 3 clusters Score -250609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -250610.218750 Penalty: 2486.304932
	Iteration 24Q: 3 clusters Score -250610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -250610.218750 Penalty: 2486.304932
	Iteration 25F: 3 clusters Score -250610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 64071 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12933 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 54617 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12673 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
Score: -53944336.000000 Penalty: 39969.566406
Splitting cluster 1 changes total score from -53945088.000000 to -53944336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -39730.550781 Penalty: 973.612976
	Iteration 0F: 2 clusters Score -39730.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38898.703125 Penalty: 1947.225952
	Iteration 0F: 3 clusters Score -38898.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39080.171875 Penalty: 1947.225952
	Iteration 1F: 3 clusters Score -39080.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39122.507812 Penalty: 1947.225952
	Iteration 2F: 3 clusters Score -39122.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39138.921875 Penalty: 1947.225952
	Iteration 3Q: 3 clusters Score -39138.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39149.566406 Penalty: 1947.225952
	Iteration 4Q: 3 clusters Score -39149.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39154.660156 Penalty: 1947.225952
	Iteration 5Q: 3 clusters Score -39154.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39165.496094 Penalty: 1947.225952
	Iteration 6Q: 3 clusters Score -39165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39177.167969 Penalty: 1947.225952
	Iteration 7Q: 3 clusters Score -39177.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39187.617188 Penalty: 1947.225952
	Iteration 8Q: 3 clusters Score -39187.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39200.085938 Penalty: 1947.225952
	Iteration 9Q: 3 clusters Score -39200.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39212.050781 Penalty: 1947.225952
	Iteration 10Q: 3 clusters Score -39212.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39221.082031 Penalty: 1947.225952
	Iteration 11Q: 3 clusters Score -39221.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39229.031250 Penalty: 1947.225952
	Iteration 12Q: 3 clusters Score -39229.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39231.464844 Penalty: 1947.225952
	Iteration 13Q: 3 clusters Score -39231.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39232.601562 Penalty: 1947.225952
	Iteration 14Q: 3 clusters Score -39232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39232.601562 Penalty: 1947.225952
	Iteration 15F: 3 clusters Score -39232.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Entering Unmasked Estep 
Score: -2177194.250000 Penalty: 1577.711182
	Iteration 0F: 2 clusters Score -2177194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2165998.000000 Penalty: 3155.422363
	Iteration 0F: 3 clusters Score -2165998 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2169945.500000 Penalty: 3155.422363
	Iteration 1F: 3 clusters Score -2169946 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2170222.000000 Penalty: 3155.422363
	Iteration 2Q: 3 clusters Score -2170222 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2170443.500000 Penalty: 3155.422363
	Iteration 3Q: 3 clusters Score -2170444 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2170664.250000 Penalty: 3155.422363
	Iteration 4Q: 3 clusters Score -2170664 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2170948.000000 Penalty: 3155.422363
	Iteration 5Q: 3 clusters Score -2170948 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2171314.000000 Penalty: 3155.422363
	Iteration 6Q: 3 clusters Score -2171314 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2171805.750000 Penalty: 3155.422363
	Iteration 7Q: 3 clusters Score -2171806 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2172429.250000 Penalty: 3155.422363
	Iteration 8F: 3 clusters Score -2172429 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2173177.000000 Penalty: 3155.422363
	Iteration 9F: 3 clusters Score -2173177 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2173891.000000 Penalty: 3155.422363
	Iteration 10F: 3 clusters Score -2173891 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2174528.250000 Penalty: 3155.422363
	Iteration 11Q: 3 clusters Score -2174528 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2175040.750000 Penalty: 3155.422363
	Iteration 12Q: 3 clusters Score -2175041 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2175365.750000 Penalty: 3155.422363
	Iteration 13Q: 3 clusters Score -2175366 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2175587.750000 Penalty: 3155.422363
	Iteration 14Q: 3 clusters Score -2175588 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2175730.250000 Penalty: 3155.422363
	Iteration 15Q: 3 clusters Score -2175730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2175832.750000 Penalty: 3155.422363
	Iteration 16Q: 3 clusters Score -2175833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2175888.250000 Penalty: 3155.422363
	Iteration 17Q: 3 clusters Score -2175888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2175925.750000 Penalty: 3155.422363
	Iteration 18Q: 3 clusters Score -2175926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2175958.000000 Penalty: 3155.422363
	Iteration 19Q: 3 clusters Score -2175958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2175978.500000 Penalty: 3155.422363
	Iteration 20F: 3 clusters Score -2175978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2175989.250000 Penalty: 3155.422363
	Iteration 21Q: 3 clusters Score -2175989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2175992.500000 Penalty: 3155.422363
	Iteration 22Q: 3 clusters Score -2175992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2175995.500000 Penalty: 3155.422363
	Iteration 23Q: 3 clusters Score -2175996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2175996.250000 Penalty: 3155.422363
	Iteration 24Q: 3 clusters Score -2175996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2175996.750000 Penalty: 3155.422363
	Iteration 25Q: 3 clusters Score -2175997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2175998.750000 Penalty: 3155.422363
	Iteration 26Q: 3 clusters Score -2175999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2176001.500000 Penalty: 3155.422363
	Iteration 27Q: 3 clusters Score -2176002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2176001.500000 Penalty: 3155.422363
	Iteration 28Q: 3 clusters Score -2176002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2176001.750000 Penalty: 3155.422363
	Iteration 29Q: 3 clusters Score -2176002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2176001.750000 Penalty: 3155.422363
	Iteration 30F: 3 clusters Score -2176002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Entering Unmasked Estep 
Score: -8453638.000000 Penalty: 1798.508911
	Iteration 0F: 2 clusters Score -8453638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -8411759.000000 Penalty: 3597.017822
	Iteration 0F: 3 clusters Score -8411759 nChanged 30084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -8428715.000000 Penalty: 3597.017822
	Iteration 1F: 3 clusters Score -8428715 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -8429278.000000 Penalty: 3597.017822
	Iteration 2Q: 3 clusters Score -8429278 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -8429972.000000 Penalty: 3597.017822
	Iteration 3Q: 3 clusters Score -8429972 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8430842.000000 Penalty: 3597.017822
	Iteration 4Q: 3 clusters Score -8430842 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -8432003.000000 Penalty: 3597.017822
	Iteration 5Q: 3 clusters Score -8432003 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -8433424.000000 Penalty: 3597.017822
	Iteration 6Q: 3 clusters Score -8433424 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -8434989.000000 Penalty: 3597.017822
	Iteration 7F: 3 clusters Score -8434989 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -8436568.000000 Penalty: 3597.017822
	Iteration 8Q: 3 clusters Score -8436568 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -8437972.000000 Penalty: 3597.017822
	Iteration 9Q: 3 clusters Score -8437972 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -8439078.000000 Penalty: 3597.017822
	Iteration 10Q: 3 clusters Score -8439078 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -8440243.000000 Penalty: 3597.017822
	Iteration 11Q: 3 clusters Score -8440243 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -8441311.000000 Penalty: 3597.017822
	Iteration 12Q: 3 clusters Score -8441311 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -8442593.000000 Penalty: 3597.017822
	Iteration 13Q: 3 clusters Score -8442593 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -8444038.000000 Penalty: 3597.017822
	Iteration 14Q: 3 clusters Score -8444038 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -8445516.000000 Penalty: 3597.017822
	Iteration 15Q: 3 clusters Score -8445516 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -8447108.000000 Penalty: 3597.017822
	Iteration 16Q: 3 clusters Score -8447108 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -8448543.000000 Penalty: 3597.017822
	Iteration 17Q: 3 clusters Score -8448543 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -8449711.000000 Penalty: 3597.017822
	Iteration 18Q: 3 clusters Score -8449711 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -8450545.000000 Penalty: 3597.017822
	Iteration 19Q: 3 clusters Score -8450545 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -8451066.000000 Penalty: 3597.017822
	Iteration 20F: 3 clusters Score -8451066 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -8451471.000000 Penalty: 3597.017822
	Iteration 21Q: 3 clusters Score -8451471 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -8451682.000000 Penalty: 3597.017822
	Iteration 22Q: 3 clusters Score -8451682 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -8451842.000000 Penalty: 3597.017822
	Iteration 23Q: 3 clusters Score -8451842 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -8451921.000000 Penalty: 3597.017822
	Iteration 24Q: 3 clusters Score -8451921 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -8451974.000000 Penalty: 3597.017822
	Iteration 25Q: 3 clusters Score -8451974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -8452026.000000 Penalty: 3597.017822
	Iteration 26Q: 3 clusters Score -8452026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -8452046.000000 Penalty: 3597.017822
	Iteration 27Q: 3 clusters Score -8452046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -8452056.000000 Penalty: 3597.017822
	Iteration 28Q: 3 clusters Score -8452056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -8452067.000000 Penalty: 3597.017822
	Iteration 29Q: 3 clusters Score -8452067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -8452088.000000 Penalty: 3597.017822
	Iteration 30Q: 3 clusters Score -8452088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -8452097.000000 Penalty: 3597.017822
	Iteration 31Q: 3 clusters Score -8452097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -8452104.000000 Penalty: 3597.017822
	Iteration 32Q: 3 clusters Score -8452104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -8452112.000000 Penalty: 3597.017822
	Iteration 33Q: 3 clusters Score -8452112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -8452114.000000 Penalty: 3597.017822
	Iteration 34Q: 3 clusters Score -8452114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -8452114.000000 Penalty: 3597.017822
	Iteration 35Q: 3 clusters Score -8452114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -8452116.000000 Penalty: 3597.017822
	Iteration 36Q: 3 clusters Score -8452116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -8452115.000000 Penalty: 3597.017822
	Iteration 37Q: 3 clusters Score -8452115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -8452118.000000 Penalty: 3597.017822
	Iteration 38Q: 3 clusters Score -8452118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -8452118.000000 Penalty: 3597.017822
	Iteration 39Q: 3 clusters Score -8452118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -8452118.000000 Penalty: 3597.017822
	Iteration 40F: 3 clusters Score -8452118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -8452120.000000 Penalty: 3597.017822
	Iteration 41Q: 3 clusters Score -8452120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -8452120.000000 Penalty: 3597.017822
	Iteration 42Q: 3 clusters Score -8452120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -8452119.000000 Penalty: 3597.017822
	Iteration 43Q: 3 clusters Score -8452119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -8452126.000000 Penalty: 3597.017822
	Iteration 44Q: 3 clusters Score -8452126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -8452121.000000 Penalty: 3597.017822
	Iteration 45Q: 3 clusters Score -8452121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -8452132.000000 Penalty: 3597.017822
	Iteration 46Q: 3 clusters Score -8452132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -8452128.000000 Penalty: 3597.017822
	Iteration 47Q: 3 clusters Score -8452128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -8452136.000000 Penalty: 3597.017822
	Iteration 48Q: 3 clusters Score -8452136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -8452137.000000 Penalty: 3597.017822
	Iteration 49Q: 3 clusters Score -8452137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -8452137.000000 Penalty: 3597.017822
	Iteration 50F: 3 clusters Score -8452137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Entering Unmasked Estep 
Score: -2368160.500000 Penalty: 1591.462769
	Iteration 0F: 2 clusters Score -2368160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2355903.000000 Penalty: 3182.925537
	Iteration 0F: 3 clusters Score -2355903 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2360132.500000 Penalty: 3182.925537
	Iteration 1F: 3 clusters Score -2360132 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2360440.000000 Penalty: 3182.925537
	Iteration 2Q: 3 clusters Score -2360440 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2360747.500000 Penalty: 3182.925537
	Iteration 3Q: 3 clusters Score -2360748 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2361097.500000 Penalty: 3182.925537
	Iteration 4Q: 3 clusters Score -2361098 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2361562.250000 Penalty: 3182.925537
	Iteration 5F: 3 clusters Score -2361562 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2362221.000000 Penalty: 3182.925537
	Iteration 6F: 3 clusters Score -2362221 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2363067.750000 Penalty: 3182.925537
	Iteration 7F: 3 clusters Score -2363068 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2364067.000000 Penalty: 3182.925537
	Iteration 8F: 3 clusters Score -2364067 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2365048.000000 Penalty: 3182.925537
	Iteration 9F: 3 clusters Score -2365048 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2365739.500000 Penalty: 3182.925537
	Iteration 10Q: 3 clusters Score -2365740 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2366189.000000 Penalty: 3182.925537
	Iteration 11Q: 3 clusters Score -2366189 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2366438.250000 Penalty: 3182.925537
	Iteration 12Q: 3 clusters Score -2366438 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2366570.250000 Penalty: 3182.925537
	Iteration 13Q: 3 clusters Score -2366570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2366648.500000 Penalty: 3182.925537
	Iteration 14Q: 3 clusters Score -2366648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2366702.250000 Penalty: 3182.925537
	Iteration 15Q: 3 clusters Score -2366702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2366745.750000 Penalty: 3182.925537
	Iteration 16Q: 3 clusters Score -2366746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2366770.250000 Penalty: 3182.925537
	Iteration 17Q: 3 clusters Score -2366770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2366793.250000 Penalty: 3182.925537
	Iteration 18Q: 3 clusters Score -2366793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2366805.750000 Penalty: 3182.925537
	Iteration 19Q: 3 clusters Score -2366806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2366816.000000 Penalty: 3182.925537
	Iteration 20F: 3 clusters Score -2366816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2366823.250000 Penalty: 3182.925537
	Iteration 21Q: 3 clusters Score -2366823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2366826.000000 Penalty: 3182.925537
	Iteration 22Q: 3 clusters Score -2366826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2366828.000000 Penalty: 3182.925537
	Iteration 23Q: 3 clusters Score -2366828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2366830.000000 Penalty: 3182.925537
	Iteration 24Q: 3 clusters Score -2366830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2366830.750000 Penalty: 3182.925537
	Iteration 25Q: 3 clusters Score -2366831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2366835.000000 Penalty: 3182.925537
	Iteration 26Q: 3 clusters Score -2366835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2366837.500000 Penalty: 3182.925537
	Iteration 27Q: 3 clusters Score -2366838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2366836.500000 Penalty: 3182.925537
	Iteration 28Q: 3 clusters Score -2366836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2366837.000000 Penalty: 3182.925537
	Iteration 29Q: 3 clusters Score -2366837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2366839.500000 Penalty: 3182.925537
	Iteration 30Q: 3 clusters Score -2366840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2366839.500000 Penalty: 3182.925537
	Iteration 31F: 3 clusters Score -2366840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Entering Unmasked Estep 
Score: -1495685.750000 Penalty: 1525.111450
	Iteration 0F: 2 clusters Score -1495686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1487307.125000 Penalty: 3050.222900
	Iteration 0F: 3 clusters Score -1487307 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1490336.375000 Penalty: 3050.222900
	Iteration 1F: 3 clusters Score -1490336 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1490846.875000 Penalty: 3050.222900
	Iteration 2F: 3 clusters Score -1490847 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1491459.250000 Penalty: 3050.222900
	Iteration 3F: 3 clusters Score -1491459 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1492071.000000 Penalty: 3050.222900
	Iteration 4F: 3 clusters Score -1492071 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1492646.250000 Penalty: 3050.222900
	Iteration 5F: 3 clusters Score -1492646 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1493137.250000 Penalty: 3050.222900
	Iteration 6F: 3 clusters Score -1493137 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1493568.625000 Penalty: 3050.222900
	Iteration 7Q: 3 clusters Score -1493569 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1493946.000000 Penalty: 3050.222900
	Iteration 8Q: 3 clusters Score -1493946 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1494193.625000 Penalty: 3050.222900
	Iteration 9Q: 3 clusters Score -1494194 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1494334.875000 Penalty: 3050.222900
	Iteration 10Q: 3 clusters Score -1494335 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1494429.375000 Penalty: 3050.222900
	Iteration 11Q: 3 clusters Score -1494429 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1494498.250000 Penalty: 3050.222900
	Iteration 12Q: 3 clusters Score -1494498 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1494554.125000 Penalty: 3050.222900
	Iteration 13Q: 3 clusters Score -1494554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1494609.625000 Penalty: 3050.222900
	Iteration 14Q: 3 clusters Score -1494610 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1494665.250000 Penalty: 3050.222900
	Iteration 15Q: 3 clusters Score -1494665 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1494706.250000 Penalty: 3050.222900
	Iteration 16Q: 3 clusters Score -1494706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1494747.125000 Penalty: 3050.222900
	Iteration 17Q: 3 clusters Score -1494747 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1494777.750000 Penalty: 3050.222900
	Iteration 18Q: 3 clusters Score -1494778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1494801.125000 Penalty: 3050.222900
	Iteration 19Q: 3 clusters Score -1494801 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1494817.750000 Penalty: 3050.222900
	Iteration 20F: 3 clusters Score -1494818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1494825.375000 Penalty: 3050.222900
	Iteration 21Q: 3 clusters Score -1494825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1494837.125000 Penalty: 3050.222900
	Iteration 22Q: 3 clusters Score -1494837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1494847.625000 Penalty: 3050.222900
	Iteration 23Q: 3 clusters Score -1494848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1494853.125000 Penalty: 3050.222900
	Iteration 24Q: 3 clusters Score -1494853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1494858.000000 Penalty: 3050.222900
	Iteration 25Q: 3 clusters Score -1494858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1494862.500000 Penalty: 3050.222900
	Iteration 26Q: 3 clusters Score -1494862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1494864.250000 Penalty: 3050.222900
	Iteration 27Q: 3 clusters Score -1494864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1494865.000000 Penalty: 3050.222900
	Iteration 28Q: 3 clusters Score -1494865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1494865.250000 Penalty: 3050.222900
	Iteration 29Q: 3 clusters Score -1494865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1494873.500000 Penalty: 3050.222900
	Iteration 30Q: 3 clusters Score -1494874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1494871.875000 Penalty: 3050.222900
	Iteration 31Q: 3 clusters Score -1494872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1494874.125000 Penalty: 3050.222900
	Iteration 32Q: 3 clusters Score -1494874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1494874.625000 Penalty: 3050.222900
	Iteration 33Q: 3 clusters Score -1494875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1494876.000000 Penalty: 3050.222900
	Iteration 34Q: 3 clusters Score -1494876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1494877.125000 Penalty: 3050.222900
	Iteration 35Q: 3 clusters Score -1494877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1494876.875000 Penalty: 3050.222900
	Iteration 36Q: 3 clusters Score -1494877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1494877.375000 Penalty: 3050.222900
	Iteration 37Q: 3 clusters Score -1494877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1494878.250000 Penalty: 3050.222900
	Iteration 38Q: 3 clusters Score -1494878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1494878.250000 Penalty: 3050.222900
	Iteration 39F: 3 clusters Score -1494878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Entering Unmasked Estep 
Score: -1707712.500000 Penalty: 1538.474854
	Iteration 0F: 2 clusters Score -1707712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1698562.750000 Penalty: 3076.949707
	Iteration 0F: 3 clusters Score -1698563 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1701670.000000 Penalty: 3076.949707
	Iteration 1F: 3 clusters Score -1701670 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1701976.750000 Penalty: 3076.949707
	Iteration 2F: 3 clusters Score -1701977 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1702263.250000 Penalty: 3076.949707
	Iteration 3Q: 3 clusters Score -1702263 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1702532.750000 Penalty: 3076.949707
	Iteration 4Q: 3 clusters Score -1702533 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1702807.000000 Penalty: 3076.949707
	Iteration 5Q: 3 clusters Score -1702807 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1703058.750000 Penalty: 3076.949707
	Iteration 6Q: 3 clusters Score -1703059 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1703274.125000 Penalty: 3076.949707
	Iteration 7Q: 3 clusters Score -1703274 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1703459.375000 Penalty: 3076.949707
	Iteration 8Q: 3 clusters Score -1703459 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1703607.125000 Penalty: 3076.949707
	Iteration 9Q: 3 clusters Score -1703607 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1703745.125000 Penalty: 3076.949707
	Iteration 10Q: 3 clusters Score -1703745 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1703868.500000 Penalty: 3076.949707
	Iteration 11Q: 3 clusters Score -1703868 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1704003.500000 Penalty: 3076.949707
	Iteration 12Q: 3 clusters Score -1704004 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1704139.375000 Penalty: 3076.949707
	Iteration 13Q: 3 clusters Score -1704139 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1704298.875000 Penalty: 3076.949707
	Iteration 14Q: 3 clusters Score -1704299 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1704471.000000 Penalty: 3076.949707
	Iteration 15Q: 3 clusters Score -1704471 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1704663.125000 Penalty: 3076.949707
	Iteration 16Q: 3 clusters Score -1704663 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1704858.625000 Penalty: 3076.949707
	Iteration 17Q: 3 clusters Score -1704859 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1705067.125000 Penalty: 3076.949707
	Iteration 18Q: 3 clusters Score -1705067 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1705304.250000 Penalty: 3076.949707
	Iteration 19Q: 3 clusters Score -1705304 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1705565.250000 Penalty: 3076.949707
	Iteration 20F: 3 clusters Score -1705565 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1705776.875000 Penalty: 3076.949707
	Iteration 21Q: 3 clusters Score -1705777 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1705958.625000 Penalty: 3076.949707
	Iteration 22Q: 3 clusters Score -1705959 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1706106.625000 Penalty: 3076.949707
	Iteration 23Q: 3 clusters Score -1706107 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1706218.375000 Penalty: 3076.949707
	Iteration 24Q: 3 clusters Score -1706218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1706295.125000 Penalty: 3076.949707
	Iteration 25Q: 3 clusters Score -1706295 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1706356.375000 Penalty: 3076.949707
	Iteration 26Q: 3 clusters Score -1706356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1706388.500000 Penalty: 3076.949707
	Iteration 27Q: 3 clusters Score -1706388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1706409.000000 Penalty: 3076.949707
	Iteration 28Q: 3 clusters Score -1706409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1706430.750000 Penalty: 3076.949707
	Iteration 29Q: 3 clusters Score -1706431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1706456.500000 Penalty: 3076.949707
	Iteration 30Q: 3 clusters Score -1706456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1706471.875000 Penalty: 3076.949707
	Iteration 31Q: 3 clusters Score -1706472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1706482.875000 Penalty: 3076.949707
	Iteration 32Q: 3 clusters Score -1706483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1706491.125000 Penalty: 3076.949707
	Iteration 33Q: 3 clusters Score -1706491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1706495.500000 Penalty: 3076.949707
	Iteration 34Q: 3 clusters Score -1706496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1706500.375000 Penalty: 3076.949707
	Iteration 35Q: 3 clusters Score -1706500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1706503.375000 Penalty: 3076.949707
	Iteration 36Q: 3 clusters Score -1706503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1706504.125000 Penalty: 3076.949707
	Iteration 37Q: 3 clusters Score -1706504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1706504.125000 Penalty: 3076.949707
	Iteration 38F: 3 clusters Score -1706504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -38919.238281 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -38919.24 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 202 members 
Entering Unmasked Estep 
Score: -38145.460938 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -38145.46 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38339.781250 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -38339.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38439.750000 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -38439.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38533.359375 Penalty: 1931.409912
	Iteration 3F: 3 clusters Score -38533.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38609.730469 Penalty: 1931.409912
	Iteration 4F: 3 clusters Score -38609.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38650.058594 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -38650.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38668.789062 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -38668.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38680.562500 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -38680.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38687.562500 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -38687.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38700.511719 Penalty: 1931.409912
	Iteration 9F: 3 clusters Score -38700.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38769.253906 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -38769.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38797.734375 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -38797.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38798.835938 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -38798.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38798.835938 Penalty: 1931.409912
	Iteration 13F: 3 clusters Score -38798.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -846304.625000 Penalty: 1431.917603
	Iteration 0F: 2 clusters Score -846304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -841205.625000 Penalty: 2863.835205
	Iteration 0F: 3 clusters Score -841205.6 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -842706.625000 Penalty: 2863.835205
	Iteration 1F: 3 clusters Score -842706.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -842943.500000 Penalty: 2863.835205
	Iteration 2F: 3 clusters Score -842943.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -843098.375000 Penalty: 2863.835205
	Iteration 3F: 3 clusters Score -843098.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -843199.937500 Penalty: 2863.835205
	Iteration 4Q: 3 clusters Score -843199.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -843285.125000 Penalty: 2863.835205
	Iteration 5Q: 3 clusters Score -843285.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -843354.187500 Penalty: 2863.835205
	Iteration 6Q: 3 clusters Score -843354.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -843410.375000 Penalty: 2863.835205
	Iteration 7Q: 3 clusters Score -843410.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -843459.562500 Penalty: 2863.835205
	Iteration 8Q: 3 clusters Score -843459.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -843493.437500 Penalty: 2863.835205
	Iteration 9Q: 3 clusters Score -843493.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -843526.937500 Penalty: 2863.835205
	Iteration 10Q: 3 clusters Score -843526.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -843565.875000 Penalty: 2863.835205
	Iteration 11Q: 3 clusters Score -843565.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -843601.000000 Penalty: 2863.835205
	Iteration 12Q: 3 clusters Score -843601 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -843637.437500 Penalty: 2863.835205
	Iteration 13Q: 3 clusters Score -843637.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -843674.937500 Penalty: 2863.835205
	Iteration 14Q: 3 clusters Score -843674.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -843728.187500 Penalty: 2863.835205
	Iteration 15Q: 3 clusters Score -843728.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -843799.812500 Penalty: 2863.835205
	Iteration 16Q: 3 clusters Score -843799.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -843880.750000 Penalty: 2863.835205
	Iteration 17Q: 3 clusters Score -843880.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -843975.687500 Penalty: 2863.835205
	Iteration 18Q: 3 clusters Score -843975.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -844089.875000 Penalty: 2863.835205
	Iteration 19Q: 3 clusters Score -844089.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -844205.312500 Penalty: 2863.835205
	Iteration 20F: 3 clusters Score -844205.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -844337.312500 Penalty: 2863.835205
	Iteration 21Q: 3 clusters Score -844337.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -844471.562500 Penalty: 2863.835205
	Iteration 22Q: 3 clusters Score -844471.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -844609.312500 Penalty: 2863.835205
	Iteration 23Q: 3 clusters Score -844609.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -844730.937500 Penalty: 2863.835205
	Iteration 24Q: 3 clusters Score -844730.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -844826.750000 Penalty: 2863.835205
	Iteration 25Q: 3 clusters Score -844826.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -844899.250000 Penalty: 2863.835205
	Iteration 26Q: 3 clusters Score -844899.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -844945.437500 Penalty: 2863.835205
	Iteration 27Q: 3 clusters Score -844945.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -844978.125000 Penalty: 2863.835205
	Iteration 28Q: 3 clusters Score -844978.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -845009.125000 Penalty: 2863.835205
	Iteration 29Q: 3 clusters Score -845009.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -845033.000000 Penalty: 2863.835205
	Iteration 30Q: 3 clusters Score -845033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -845056.312500 Penalty: 2863.835205
	Iteration 31Q: 3 clusters Score -845056.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -845074.562500 Penalty: 2863.835205
	Iteration 32Q: 3 clusters Score -845074.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -845087.187500 Penalty: 2863.835205
	Iteration 33Q: 3 clusters Score -845087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -845096.375000 Penalty: 2863.835205
	Iteration 34Q: 3 clusters Score -845096.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -845107.250000 Penalty: 2863.835205
	Iteration 35Q: 3 clusters Score -845107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -845116.375000 Penalty: 2863.835205
	Iteration 36Q: 3 clusters Score -845116.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -845124.437500 Penalty: 2863.835205
	Iteration 37Q: 3 clusters Score -845124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -845127.812500 Penalty: 2863.835205
	Iteration 38Q: 3 clusters Score -845127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -845133.562500 Penalty: 2863.835205
	Iteration 39Q: 3 clusters Score -845133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -845136.625000 Penalty: 2863.835205
	Iteration 40F: 3 clusters Score -845136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -845139.187500 Penalty: 2863.835205
	Iteration 41Q: 3 clusters Score -845139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -845142.500000 Penalty: 2863.835205
	Iteration 42Q: 3 clusters Score -845142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -845143.312500 Penalty: 2863.835205
	Iteration 43Q: 3 clusters Score -845143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -845144.437500 Penalty: 2863.835205
	Iteration 44Q: 3 clusters Score -845144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -845144.437500 Penalty: 2863.835205
	Iteration 45F: 3 clusters Score -845144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -333623.656250 Penalty: 1291.267822
	Iteration 0F: 2 clusters Score -333623.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -331114.375000 Penalty: 2582.535645
	Iteration 0F: 3 clusters Score -331114.4 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -332255.906250 Penalty: 2582.535645
	Iteration 1F: 3 clusters Score -332255.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -332774.406250 Penalty: 2582.535645
	Iteration 2F: 3 clusters Score -332774.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -333198.437500 Penalty: 2582.535645
	Iteration 3F: 3 clusters Score -333198.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -333448.875000 Penalty: 2582.535645
	Iteration 4F: 3 clusters Score -333448.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -333573.468750 Penalty: 2582.535645
	Iteration 5Q: 3 clusters Score -333573.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -333636.500000 Penalty: 2582.535645
	Iteration 6Q: 3 clusters Score -333636.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -333665.843750 Penalty: 2582.535645
	Iteration 7Q: 3 clusters Score -333665.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -333683.781250 Penalty: 2582.535645
	Iteration 8Q: 3 clusters Score -333683.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -333695.593750 Penalty: 2582.535645
	Iteration 9Q: 3 clusters Score -333695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -333697.906250 Penalty: 2582.535645
	Iteration 10Q: 3 clusters Score -333697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -333698.718750 Penalty: 2582.535645
	Iteration 11Q: 3 clusters Score -333698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -333699.656250 Penalty: 2582.535645
	Iteration 12Q: 3 clusters Score -333699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -333699.656250 Penalty: 2582.535645
	Iteration 13F: 3 clusters Score -333699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 64071 members 
Mstep: Class 5 contains 17919 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 12933 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 61457 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 54617 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 12673 members 
Mstep: Class 20 contains 79531 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
Score: -53944344.000000 Penalty: 39969.566406
Splitting cluster 11 changes total score from -53945088.000000 to -53944344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (28592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Entering Unmasked Estep 
Score: -3764763.000000 Penalty: 1667.393433
	Iteration 0F: 2 clusters Score -3764763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3745545.250000 Penalty: 3334.786865
	Iteration 0F: 3 clusters Score -3745545 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3753094.750000 Penalty: 3334.786865
	Iteration 1F: 3 clusters Score -3753095 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3753580.500000 Penalty: 3334.786865
	Iteration 2Q: 3 clusters Score -3753580 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3754165.000000 Penalty: 3334.786865
	Iteration 3F: 3 clusters Score -3754165 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3754978.500000 Penalty: 3334.786865
	Iteration 4F: 3 clusters Score -3754978 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3756067.500000 Penalty: 3334.786865
	Iteration 5F: 3 clusters Score -3756068 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3757561.750000 Penalty: 3334.786865
	Iteration 6F: 3 clusters Score -3757562 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3759271.750000 Penalty: 3334.786865
	Iteration 7F: 3 clusters Score -3759272 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3760770.000000 Penalty: 3334.786865
	Iteration 8F: 3 clusters Score -3760770 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3761897.750000 Penalty: 3334.786865
	Iteration 9Q: 3 clusters Score -3761898 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3762544.500000 Penalty: 3334.786865
	Iteration 10Q: 3 clusters Score -3762544 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3762870.750000 Penalty: 3334.786865
	Iteration 11Q: 3 clusters Score -3762871 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3763050.500000 Penalty: 3334.786865
	Iteration 12Q: 3 clusters Score -3763050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3763152.000000 Penalty: 3334.786865
	Iteration 13Q: 3 clusters Score -3763152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3763205.500000 Penalty: 3334.786865
	Iteration 14Q: 3 clusters Score -3763206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3763233.000000 Penalty: 3334.786865
	Iteration 15Q: 3 clusters Score -3763233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3763263.750000 Penalty: 3334.786865
	Iteration 16Q: 3 clusters Score -3763264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3763272.500000 Penalty: 3334.786865
	Iteration 17Q: 3 clusters Score -3763272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3763275.750000 Penalty: 3334.786865
	Iteration 18Q: 3 clusters Score -3763276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3763277.250000 Penalty: 3334.786865
	Iteration 19Q: 3 clusters Score -3763277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3763282.750000 Penalty: 3334.786865
	Iteration 20F: 3 clusters Score -3763283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3763281.500000 Penalty: 3334.786865
	Iteration 21Q: 3 clusters Score -3763282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3763283.250000 Penalty: 3334.786865
	Iteration 22Q: 3 clusters Score -3763283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3763283.250000 Penalty: 3334.786865
	Iteration 23Q: 3 clusters Score -3763283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3763285.250000 Penalty: 3334.786865
	Iteration 24Q: 3 clusters Score -3763285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3763285.250000 Penalty: 3334.786865
	Iteration 25F: 3 clusters Score -3763285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Entering Unmasked Estep 
Score: -8056461.500000 Penalty: 1791.740234
	Iteration 0F: 2 clusters Score -8056462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -8015814.500000 Penalty: 3583.480469
	Iteration 0F: 3 clusters Score -8015814 nChanged 28887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -8032212.500000 Penalty: 3583.480469
	Iteration 1F: 3 clusters Score -8032212 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -8032994.500000 Penalty: 3583.480469
	Iteration 2Q: 3 clusters Score -8032994 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -8034285.000000 Penalty: 3583.480469
	Iteration 3Q: 3 clusters Score -8034285 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8036762.000000 Penalty: 3583.480469
	Iteration 4F: 3 clusters Score -8036762 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -8040546.500000 Penalty: 3583.480469
	Iteration 5F: 3 clusters Score -8040546 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -8045081.000000 Penalty: 3583.480469
	Iteration 6F: 3 clusters Score -8045081 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -8049191.000000 Penalty: 3583.480469
	Iteration 7F: 3 clusters Score -8049191 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -8052432.000000 Penalty: 3583.480469
	Iteration 8F: 3 clusters Score -8052432 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -8054223.000000 Penalty: 3583.480469
	Iteration 9Q: 3 clusters Score -8054223 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -8054926.500000 Penalty: 3583.480469
	Iteration 10Q: 3 clusters Score -8054926 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -8055239.000000 Penalty: 3583.480469
	Iteration 11Q: 3 clusters Score -8055239 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8055377.000000 Penalty: 3583.480469
	Iteration 12Q: 3 clusters Score -8055377 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8055458.500000 Penalty: 3583.480469
	Iteration 13Q: 3 clusters Score -8055458 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8055502.000000 Penalty: 3583.480469
	Iteration 14Q: 3 clusters Score -8055502 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -8055520.500000 Penalty: 3583.480469
	Iteration 15Q: 3 clusters Score -8055520 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -8055577.500000 Penalty: 3583.480469
	Iteration 16Q: 3 clusters Score -8055578 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8055598.500000 Penalty: 3583.480469
	Iteration 17Q: 3 clusters Score -8055598 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8055607.000000 Penalty: 3583.480469
	Iteration 18Q: 3 clusters Score -8055607 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8055618.500000 Penalty: 3583.480469
	Iteration 19Q: 3 clusters Score -8055618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8055650.000000 Penalty: 3583.480469
	Iteration 20F: 3 clusters Score -8055650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8055644.000000 Penalty: 3583.480469
	Iteration 21Q: 3 clusters Score -8055644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8055648.500000 Penalty: 3583.480469
	Iteration 22Q: 3 clusters Score -8055648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -8055647.000000 Penalty: 3583.480469
	Iteration 23Q: 3 clusters Score -8055647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8055636.000000 Penalty: 3583.480469
	Iteration 24Q: 3 clusters Score -8055636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8055652.500000 Penalty: 3583.480469
	Iteration 25Q: 3 clusters Score -8055652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8055664.500000 Penalty: 3583.480469
	Iteration 26Q: 3 clusters Score -8055664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8055682.000000 Penalty: 3583.480469
	Iteration 27Q: 3 clusters Score -8055682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8055696.500000 Penalty: 3583.480469
	Iteration 28Q: 3 clusters Score -8055696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8055715.500000 Penalty: 3583.480469
	Iteration 29Q: 3 clusters Score -8055716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8055694.000000 Penalty: 3583.480469
	Iteration 30Q: 3 clusters Score -8055694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8055696.000000 Penalty: 3583.480469
	Iteration 31Q: 3 clusters Score -8055696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8055689.500000 Penalty: 3583.480469
	Iteration 32Q: 3 clusters Score -8055690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8055702.000000 Penalty: 3583.480469
	Iteration 33Q: 3 clusters Score -8055702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8055702.000000 Penalty: 3583.480469
	Iteration 34Q: 3 clusters Score -8055702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8055701.000000 Penalty: 3583.480469
	Iteration 35Q: 3 clusters Score -8055701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8055717.500000 Penalty: 3583.480469
	Iteration 36Q: 3 clusters Score -8055718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8055713.500000 Penalty: 3583.480469
	Iteration 37Q: 3 clusters Score -8055714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8055716.500000 Penalty: 3583.480469
	Iteration 38Q: 3 clusters Score -8055716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8055713.000000 Penalty: 3583.480469
	Iteration 39Q: 3 clusters Score -8055713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8055722.000000 Penalty: 3583.480469
	Iteration 40F: 3 clusters Score -8055722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8055700.000000 Penalty: 3583.480469
	Iteration 41Q: 3 clusters Score -8055700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8055703.000000 Penalty: 3583.480469
	Iteration 42Q: 3 clusters Score -8055703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8055702.000000 Penalty: 3583.480469
	Iteration 43Q: 3 clusters Score -8055702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8055687.500000 Penalty: 3583.480469
	Iteration 44Q: 3 clusters Score -8055688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8055690.500000 Penalty: 3583.480469
	Iteration 45Q: 3 clusters Score -8055690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8055708.000000 Penalty: 3583.480469
	Iteration 46Q: 3 clusters Score -8055708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8055708.500000 Penalty: 3583.480469
	Iteration 47Q: 3 clusters Score -8055708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8055706.500000 Penalty: 3583.480469
	Iteration 48Q: 3 clusters Score -8055706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8055710.500000 Penalty: 3583.480469
	Iteration 49Q: 3 clusters Score -8055710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8055712.500000 Penalty: 3583.480469
	Iteration 50Q: 3 clusters Score -8055712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8055706.000000 Penalty: 3583.480469
	Iteration 51Q: 3 clusters Score -8055706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8055705.500000 Penalty: 3583.480469
	Iteration 52Q: 3 clusters Score -8055706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8055694.000000 Penalty: 3583.480469
	Iteration 53Q: 3 clusters Score -8055694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8055695.000000 Penalty: 3583.480469
	Iteration 54Q: 3 clusters Score -8055695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8055690.500000 Penalty: 3583.480469
	Iteration 55Q: 3 clusters Score -8055690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8055693.500000 Penalty: 3583.480469
	Iteration 56Q: 3 clusters Score -8055694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8055696.000000 Penalty: 3583.480469
	Iteration 57Q: 3 clusters Score -8055696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8055703.000000 Penalty: 3583.480469
	Iteration 58Q: 3 clusters Score -8055703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8055704.500000 Penalty: 3583.480469
	Iteration 59Q: 3 clusters Score -8055704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8055698.000000 Penalty: 3583.480469
	Iteration 60F: 3 clusters Score -8055698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8055704.000000 Penalty: 3583.480469
	Iteration 61Q: 3 clusters Score -8055704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8055707.500000 Penalty: 3583.480469
	Iteration 62Q: 3 clusters Score -8055708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8055712.500000 Penalty: 3583.480469
	Iteration 63Q: 3 clusters Score -8055712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8055709.000000 Penalty: 3583.480469
	Iteration 64Q: 3 clusters Score -8055709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8055710.000000 Penalty: 3583.480469
	Iteration 65Q: 3 clusters Score -8055710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8055704.000000 Penalty: 3583.480469
	Iteration 66Q: 3 clusters Score -8055704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8055704.500000 Penalty: 3583.480469
	Iteration 67Q: 3 clusters Score -8055704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8055705.000000 Penalty: 3583.480469
	Iteration 68Q: 3 clusters Score -8055705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8055711.000000 Penalty: 3583.480469
	Iteration 69Q: 3 clusters Score -8055711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8055702.500000 Penalty: 3583.480469
	Iteration 70Q: 3 clusters Score -8055702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8055709.000000 Penalty: 3583.480469
	Iteration 71Q: 3 clusters Score -8055709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8055703.500000 Penalty: 3583.480469
	Iteration 72Q: 3 clusters Score -8055704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8055712.000000 Penalty: 3583.480469
	Iteration 73Q: 3 clusters Score -8055712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8055720.500000 Penalty: 3583.480469
	Iteration 74Q: 3 clusters Score -8055720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8055712.500000 Penalty: 3583.480469
	Iteration 75Q: 3 clusters Score -8055712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8055726.500000 Penalty: 3583.480469
	Iteration 76Q: 3 clusters Score -8055726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8055725.000000 Penalty: 3583.480469
	Iteration 77Q: 3 clusters Score -8055725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8055712.000000 Penalty: 3583.480469
	Iteration 78Q: 3 clusters Score -8055712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8055721.500000 Penalty: 3583.480469
	Iteration 79Q: 3 clusters Score -8055722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8055718.500000 Penalty: 3583.480469
	Iteration 80F: 3 clusters Score -8055718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8055734.000000 Penalty: 3583.480469
	Iteration 81Q: 3 clusters Score -8055734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8055747.000000 Penalty: 3583.480469
	Iteration 82Q: 3 clusters Score -8055747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8055745.500000 Penalty: 3583.480469
	Iteration 83Q: 3 clusters Score -8055746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8055743.500000 Penalty: 3583.480469
	Iteration 84Q: 3 clusters Score -8055744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8055743.500000 Penalty: 3583.480469
	Iteration 85F: 3 clusters Score -8055744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Entering Unmasked Estep 
Score: -2728015.750000 Penalty: 1614.277832
	Iteration 0F: 2 clusters Score -2728016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2713966.250000 Penalty: 3228.555664
	Iteration 0F: 3 clusters Score -2713966 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2719115.250000 Penalty: 3228.555664
	Iteration 1F: 3 clusters Score -2719115 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2719422.750000 Penalty: 3228.555664
	Iteration 2Q: 3 clusters Score -2719423 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2719631.750000 Penalty: 3228.555664
	Iteration 3Q: 3 clusters Score -2719632 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2719842.750000 Penalty: 3228.555664
	Iteration 4Q: 3 clusters Score -2719843 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2720062.250000 Penalty: 3228.555664
	Iteration 5Q: 3 clusters Score -2720062 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2720325.000000 Penalty: 3228.555664
	Iteration 6Q: 3 clusters Score -2720325 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2720701.750000 Penalty: 3228.555664
	Iteration 7Q: 3 clusters Score -2720702 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2721188.750000 Penalty: 3228.555664
	Iteration 8Q: 3 clusters Score -2721189 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2721803.750000 Penalty: 3228.555664
	Iteration 9F: 3 clusters Score -2721804 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2722544.000000 Penalty: 3228.555664
	Iteration 10F: 3 clusters Score -2722544 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2723363.500000 Penalty: 3228.555664
	Iteration 11F: 3 clusters Score -2723364 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2724190.250000 Penalty: 3228.555664
	Iteration 12F: 3 clusters Score -2724190 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2724954.500000 Penalty: 3228.555664
	Iteration 13Q: 3 clusters Score -2724954 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2725551.000000 Penalty: 3228.555664
	Iteration 14Q: 3 clusters Score -2725551 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2726003.500000 Penalty: 3228.555664
	Iteration 15Q: 3 clusters Score -2726004 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2726287.250000 Penalty: 3228.555664
	Iteration 16Q: 3 clusters Score -2726287 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2726447.250000 Penalty: 3228.555664
	Iteration 17Q: 3 clusters Score -2726447 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2726554.250000 Penalty: 3228.555664
	Iteration 18Q: 3 clusters Score -2726554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2726605.500000 Penalty: 3228.555664
	Iteration 19Q: 3 clusters Score -2726606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2726632.000000 Penalty: 3228.555664
	Iteration 20F: 3 clusters Score -2726632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2726644.500000 Penalty: 3228.555664
	Iteration 21Q: 3 clusters Score -2726644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2726646.750000 Penalty: 3228.555664
	Iteration 22Q: 3 clusters Score -2726647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2726655.250000 Penalty: 3228.555664
	Iteration 23Q: 3 clusters Score -2726655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2726658.750000 Penalty: 3228.555664
	Iteration 24Q: 3 clusters Score -2726659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2726666.000000 Penalty: 3228.555664
	Iteration 25Q: 3 clusters Score -2726666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2726675.000000 Penalty: 3228.555664
	Iteration 26Q: 3 clusters Score -2726675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2726677.000000 Penalty: 3228.555664
	Iteration 27Q: 3 clusters Score -2726677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2726676.500000 Penalty: 3228.555664
	Iteration 28Q: 3 clusters Score -2726676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2726679.000000 Penalty: 3228.555664
	Iteration 29Q: 3 clusters Score -2726679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2726679.250000 Penalty: 3228.555664
	Iteration 30Q: 3 clusters Score -2726679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2726683.000000 Penalty: 3228.555664
	Iteration 31Q: 3 clusters Score -2726683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2726684.500000 Penalty: 3228.555664
	Iteration 32Q: 3 clusters Score -2726684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2726687.750000 Penalty: 3228.555664
	Iteration 33Q: 3 clusters Score -2726688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2726689.500000 Penalty: 3228.555664
	Iteration 34Q: 3 clusters Score -2726690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2726689.750000 Penalty: 3228.555664
	Iteration 35Q: 3 clusters Score -2726690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2726692.000000 Penalty: 3228.555664
	Iteration 36Q: 3 clusters Score -2726692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2726698.250000 Penalty: 3228.555664
	Iteration 37Q: 3 clusters Score -2726698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2726696.000000 Penalty: 3228.555664
	Iteration 38Q: 3 clusters Score -2726696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2726698.000000 Penalty: 3228.555664
	Iteration 39Q: 3 clusters Score -2726698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2726698.000000 Penalty: 3228.555664
	Iteration 40F: 3 clusters Score -2726698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Entering Unmasked Estep 
Score: -7189517.500000 Penalty: 1772.566284
	Iteration 0F: 2 clusters Score -7189518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -7153098.500000 Penalty: 3545.132568
	Iteration 0F: 3 clusters Score -7153098 nChanged 25771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -7167455.000000 Penalty: 3545.132568
	Iteration 1F: 3 clusters Score -7167455 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -7167889.500000 Penalty: 3545.132568
	Iteration 2Q: 3 clusters Score -7167890 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -7168296.000000 Penalty: 3545.132568
	Iteration 3Q: 3 clusters Score -7168296 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -7168760.500000 Penalty: 3545.132568
	Iteration 4Q: 3 clusters Score -7168760 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -7169306.000000 Penalty: 3545.132568
	Iteration 5Q: 3 clusters Score -7169306 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -7170016.000000 Penalty: 3545.132568
	Iteration 6Q: 3 clusters Score -7170016 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -7171088.000000 Penalty: 3545.132568
	Iteration 7Q: 3 clusters Score -7171088 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -7172385.500000 Penalty: 3545.132568
	Iteration 8Q: 3 clusters Score -7172386 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -7173981.000000 Penalty: 3545.132568
	Iteration 9F: 3 clusters Score -7173981 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -7175536.500000 Penalty: 3545.132568
	Iteration 10F: 3 clusters Score -7175536 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -7176979.500000 Penalty: 3545.132568
	Iteration 11Q: 3 clusters Score -7176980 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -7178202.000000 Penalty: 3545.132568
	Iteration 12Q: 3 clusters Score -7178202 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -7179141.500000 Penalty: 3545.132568
	Iteration 13Q: 3 clusters Score -7179142 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -7179868.000000 Penalty: 3545.132568
	Iteration 14Q: 3 clusters Score -7179868 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -7180479.500000 Penalty: 3545.132568
	Iteration 15Q: 3 clusters Score -7180480 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -7180885.000000 Penalty: 3545.132568
	Iteration 16Q: 3 clusters Score -7180885 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -7181182.500000 Penalty: 3545.132568
	Iteration 17Q: 3 clusters Score -7181182 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -7181419.500000 Penalty: 3545.132568
	Iteration 18Q: 3 clusters Score -7181420 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -7181573.500000 Penalty: 3545.132568
	Iteration 19Q: 3 clusters Score -7181574 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -7181705.500000 Penalty: 3545.132568
	Iteration 20F: 3 clusters Score -7181706 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -7181811.500000 Penalty: 3545.132568
	Iteration 21Q: 3 clusters Score -7181812 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -7181896.500000 Penalty: 3545.132568
	Iteration 22Q: 3 clusters Score -7181896 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -7181993.500000 Penalty: 3545.132568
	Iteration 23Q: 3 clusters Score -7181994 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -7182062.000000 Penalty: 3545.132568
	Iteration 24Q: 3 clusters Score -7182062 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -7182143.500000 Penalty: 3545.132568
	Iteration 25Q: 3 clusters Score -7182144 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -7182197.500000 Penalty: 3545.132568
	Iteration 26Q: 3 clusters Score -7182198 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -7182245.500000 Penalty: 3545.132568
	Iteration 27Q: 3 clusters Score -7182246 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -7182318.500000 Penalty: 3545.132568
	Iteration 28Q: 3 clusters Score -7182318 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -7182392.500000 Penalty: 3545.132568
	Iteration 29Q: 3 clusters Score -7182392 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -7182435.000000 Penalty: 3545.132568
	Iteration 30Q: 3 clusters Score -7182435 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -7182475.000000 Penalty: 3545.132568
	Iteration 31Q: 3 clusters Score -7182475 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -7182507.000000 Penalty: 3545.132568
	Iteration 32Q: 3 clusters Score -7182507 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -7182524.000000 Penalty: 3545.132568
	Iteration 33Q: 3 clusters Score -7182524 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -7182563.000000 Penalty: 3545.132568
	Iteration 34Q: 3 clusters Score -7182563 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -7182626.000000 Penalty: 3545.132568
	Iteration 35Q: 3 clusters Score -7182626 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -7182632.500000 Penalty: 3545.132568
	Iteration 36Q: 3 clusters Score -7182632 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -7182649.500000 Penalty: 3545.132568
	Iteration 37Q: 3 clusters Score -7182650 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -7182670.000000 Penalty: 3545.132568
	Iteration 38Q: 3 clusters Score -7182670 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -7182713.000000 Penalty: 3545.132568
	Iteration 39Q: 3 clusters Score -7182713 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -7182729.500000 Penalty: 3545.132568
	Iteration 40F: 3 clusters Score -7182730 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -7182751.000000 Penalty: 3545.132568
	Iteration 41Q: 3 clusters Score -7182751 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -7182769.000000 Penalty: 3545.132568
	Iteration 42Q: 3 clusters Score -7182769 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -7182803.000000 Penalty: 3545.132568
	Iteration 43Q: 3 clusters Score -7182803 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -7182817.000000 Penalty: 3545.132568
	Iteration 44Q: 3 clusters Score -7182817 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -7182848.000000 Penalty: 3545.132568
	Iteration 45Q: 3 clusters Score -7182848 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -7182898.500000 Penalty: 3545.132568
	Iteration 46Q: 3 clusters Score -7182898 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -7182931.500000 Penalty: 3545.132568
	Iteration 47Q: 3 clusters Score -7182932 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -7182984.500000 Penalty: 3545.132568
	Iteration 48Q: 3 clusters Score -7182984 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -7183042.500000 Penalty: 3545.132568
	Iteration 49Q: 3 clusters Score -7183042 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -7183049.500000 Penalty: 3545.132568
	Iteration 50Q: 3 clusters Score -7183050 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -7183080.500000 Penalty: 3545.132568
	Iteration 51Q: 3 clusters Score -7183080 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -7183106.500000 Penalty: 3545.132568
	Iteration 52Q: 3 clusters Score -7183106 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -7183151.000000 Penalty: 3545.132568
	Iteration 53Q: 3 clusters Score -7183151 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -7183149.500000 Penalty: 3545.132568
	Iteration 54Q: 3 clusters Score -7183150 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -7183191.500000 Penalty: 3545.132568
	Iteration 55Q: 3 clusters Score -7183192 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -7183236.500000 Penalty: 3545.132568
	Iteration 56Q: 3 clusters Score -7183236 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -7183264.500000 Penalty: 3545.132568
	Iteration 57Q: 3 clusters Score -7183264 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -7183292.500000 Penalty: 3545.132568
	Iteration 58Q: 3 clusters Score -7183292 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -7183327.500000 Penalty: 3545.132568
	Iteration 59Q: 3 clusters Score -7183328 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -7183337.000000 Penalty: 3545.132568
	Iteration 60F: 3 clusters Score -7183337 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -7183368.000000 Penalty: 3545.132568
	Iteration 61Q: 3 clusters Score -7183368 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -7183380.000000 Penalty: 3545.132568
	Iteration 62Q: 3 clusters Score -7183380 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -7183408.000000 Penalty: 3545.132568
	Iteration 63Q: 3 clusters Score -7183408 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -7183417.000000 Penalty: 3545.132568
	Iteration 64Q: 3 clusters Score -7183417 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -7183434.500000 Penalty: 3545.132568
	Iteration 65Q: 3 clusters Score -7183434 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -7183498.500000 Penalty: 3545.132568
	Iteration 66Q: 3 clusters Score -7183498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -7183519.500000 Penalty: 3545.132568
	Iteration 67Q: 3 clusters Score -7183520 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -7183538.500000 Penalty: 3545.132568
	Iteration 68Q: 3 clusters Score -7183538 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -7183533.000000 Penalty: 3545.132568
	Iteration 69Q: 3 clusters Score -7183533 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -7183543.000000 Penalty: 3545.132568
	Iteration 70Q: 3 clusters Score -7183543 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -7183548.500000 Penalty: 3545.132568
	Iteration 71Q: 3 clusters Score -7183548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -7183552.000000 Penalty: 3545.132568
	Iteration 72Q: 3 clusters Score -7183552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -7183551.000000 Penalty: 3545.132568
	Iteration 73Q: 3 clusters Score -7183551 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -7183563.000000 Penalty: 3545.132568
	Iteration 74Q: 3 clusters Score -7183563 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -7183569.500000 Penalty: 3545.132568
	Iteration 75Q: 3 clusters Score -7183570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -7183559.500000 Penalty: 3545.132568
	Iteration 76Q: 3 clusters Score -7183560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -7183579.500000 Penalty: 3545.132568
	Iteration 77Q: 3 clusters Score -7183580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -7183587.000000 Penalty: 3545.132568
	Iteration 78Q: 3 clusters Score -7183587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -7183599.500000 Penalty: 3545.132568
	Iteration 79Q: 3 clusters Score -7183600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -7183603.500000 Penalty: 3545.132568
	Iteration 80F: 3 clusters Score -7183604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -7183615.500000 Penalty: 3545.132568
	Iteration 81Q: 3 clusters Score -7183616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7183615.000000 Penalty: 3545.132568
	Iteration 82Q: 3 clusters Score -7183615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -7183605.000000 Penalty: 3545.132568
	Iteration 83Q: 3 clusters Score -7183605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -7183606.000000 Penalty: 3545.132568
	Iteration 84Q: 3 clusters Score -7183606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -7183628.000000 Penalty: 3545.132568
	Iteration 85Q: 3 clusters Score -7183628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -7183635.500000 Penalty: 3545.132568
	Iteration 86Q: 3 clusters Score -7183636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -7183626.500000 Penalty: 3545.132568
	Iteration 87Q: 3 clusters Score -7183626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -7183635.000000 Penalty: 3545.132568
	Iteration 88Q: 3 clusters Score -7183635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -7183637.000000 Penalty: 3545.132568
	Iteration 89Q: 3 clusters Score -7183637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -7183623.500000 Penalty: 3545.132568
	Iteration 90Q: 3 clusters Score -7183624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -7183636.000000 Penalty: 3545.132568
	Iteration 91Q: 3 clusters Score -7183636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -7183628.500000 Penalty: 3545.132568
	Iteration 92Q: 3 clusters Score -7183628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -7183624.000000 Penalty: 3545.132568
	Iteration 93Q: 3 clusters Score -7183624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -7183639.000000 Penalty: 3545.132568
	Iteration 94Q: 3 clusters Score -7183639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -7183635.500000 Penalty: 3545.132568
	Iteration 95Q: 3 clusters Score -7183636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7183636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -7183641.000000 Penalty: 3545.132568
	Iteration 97Q: 3 clusters Score -7183641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -7183639.500000 Penalty: 3545.132568
	Iteration 98Q: 3 clusters Score -7183640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -7183647.000000 Penalty: 3545.132568
	Iteration 99Q: 3 clusters Score -7183647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -7183652.000000 Penalty: 3545.132568
	Iteration 100F: 3 clusters Score -7183652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -7183667.500000 Penalty: 3545.132568
	Iteration 101Q: 3 clusters Score -7183668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -7183655.000000 Penalty: 3545.132568
	Iteration 102Q: 3 clusters Score -7183655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -7183663.500000 Penalty: 3545.132568
	Iteration 103Q: 3 clusters Score -7183664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -7183667.000000 Penalty: 3545.132568
	Iteration 104Q: 3 clusters Score -7183667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7183671.000000 Penalty: 3545.132568
	Iteration 105Q: 3 clusters Score -7183671 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -7183663.500000 Penalty: 3545.132568
	Iteration 106Q: 3 clusters Score -7183664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -7183677.500000 Penalty: 3545.132568
	Iteration 107Q: 3 clusters Score -7183678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -7183684.500000 Penalty: 3545.132568
	Iteration 108Q: 3 clusters Score -7183684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -7183698.000000 Penalty: 3545.132568
	Iteration 109Q: 3 clusters Score -7183698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -7183681.500000 Penalty: 3545.132568
	Iteration 110Q: 3 clusters Score -7183682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -7183677.000000 Penalty: 3545.132568
	Iteration 111Q: 3 clusters Score -7183677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -7183667.500000 Penalty: 3545.132568
	Iteration 112Q: 3 clusters Score -7183668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -7183685.000000 Penalty: 3545.132568
	Iteration 113Q: 3 clusters Score -7183685 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -7183689.500000 Penalty: 3545.132568
	Iteration 114Q: 3 clusters Score -7183690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -7183681.500000 Penalty: 3545.132568
	Iteration 115Q: 3 clusters Score -7183682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -7183682.000000 Penalty: 3545.132568
	Iteration 116Q: 3 clusters Score -7183682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -7183677.500000 Penalty: 3545.132568
	Iteration 117Q: 3 clusters Score -7183678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -7183696.000000 Penalty: 3545.132568
	Iteration 118Q: 3 clusters Score -7183696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7183676.000000 Penalty: 3545.132568
	Iteration 119Q: 3 clusters Score -7183676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -7183683.500000 Penalty: 3545.132568
	Iteration 120F: 3 clusters Score -7183684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -7183685.500000 Penalty: 3545.132568
	Iteration 121Q: 3 clusters Score -7183686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -7183690.500000 Penalty: 3545.132568
	Iteration 122Q: 3 clusters Score -7183690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -7183706.000000 Penalty: 3545.132568
	Iteration 123Q: 3 clusters Score -7183706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -7183700.500000 Penalty: 3545.132568
	Iteration 124Q: 3 clusters Score -7183700 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -7183699.500000 Penalty: 3545.132568
	Iteration 125Q: 3 clusters Score -7183700 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -7183705.500000 Penalty: 3545.132568
	Iteration 126Q: 3 clusters Score -7183706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -7183701.500000 Penalty: 3545.132568
	Iteration 127Q: 3 clusters Score -7183702 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7183706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -7183704.000000 Penalty: 3545.132568
	Iteration 129Q: 3 clusters Score -7183704 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -7183713.000000 Penalty: 3545.132568
	Iteration 130Q: 3 clusters Score -7183713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -7183726.000000 Penalty: 3545.132568
	Iteration 131Q: 3 clusters Score -7183726 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -7183723.500000 Penalty: 3545.132568
	Iteration 132Q: 3 clusters Score -7183724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -7183733.000000 Penalty: 3545.132568
	Iteration 133Q: 3 clusters Score -7183733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -7183743.500000 Penalty: 3545.132568
	Iteration 134Q: 3 clusters Score -7183744 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -7183734.500000 Penalty: 3545.132568
	Iteration 135Q: 3 clusters Score -7183734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -7183728.000000 Penalty: 3545.132568
	Iteration 136Q: 3 clusters Score -7183728 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35612 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7183728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -7183722.500000 Penalty: 3545.132568
	Iteration 138Q: 3 clusters Score -7183722 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -7183723.000000 Penalty: 3545.132568
	Iteration 139Q: 3 clusters Score -7183723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -7183727.500000 Penalty: 3545.132568
	Iteration 140F: 3 clusters Score -7183728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7183715 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7183715 nChanged 29
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Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7183713 nChanged 33
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Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7183711 nChanged 35
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Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7183714 nChanged 36
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Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -7183716.500000 Penalty: 3545.132568
	Iteration 146Q: 3 clusters Score -7183716 nChanged 29
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Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7183716 nChanged 31
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Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7183718 nChanged 37
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Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7183725 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7183729 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -7183733.500000 Penalty: 3545.132568
	Iteration 151Q: 3 clusters Score -7183734 nChanged 40
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Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7183738 nChanged 49
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Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7183735 nChanged 58
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Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7183733 nChanged 59
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Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7183733 nChanged 55
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Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7183721 nChanged 48
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Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7183712 nChanged 51
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Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -7183724.500000 Penalty: 3545.132568
	Iteration 158Q: 3 clusters Score -7183724 nChanged 57
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Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7183740 nChanged 69
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Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7183753 nChanged 72
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Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7183756 nChanged 69
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Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7183775 nChanged 68
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Mstep: Class 1 contains 36718 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7183772 nChanged 69
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Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7183771 nChanged 88
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Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7183773 nChanged 78
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Mstep: Class 1 contains 36953 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7183784 nChanged 66
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Mstep: Class 1 contains 37019 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7183778 nChanged 70
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Mstep: Class 1 contains 37089 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7183784 nChanged 57
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Mstep: Class 1 contains 37146 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7183780 nChanged 43
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7183786 nChanged 40
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Mstep: Class 1 contains 37229 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7183784 nChanged 45
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7183780 nChanged 44
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	Iteration 173Q: 3 clusters Score -7183775 nChanged 45
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7183775 nChanged 43
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	Iteration 175Q: 3 clusters Score -7183766 nChanged 50
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7183758 nChanged 41
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Mstep: Class 1 contains 37495 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7183760 nChanged 37
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Mstep: Class 1 contains 37532 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7183754 nChanged 42
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	Iteration 179Q: 3 clusters Score -7183761 nChanged 58
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Mstep: Class 1 contains 37632 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7183764 nChanged 64
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Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7183769 nChanged 56
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Mstep: Class 1 contains 37748 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7183780 nChanged 50
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Mstep: Class 1 contains 37794 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7183772 nChanged 51
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Mstep: Class 1 contains 37843 members 
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	Iteration 184Q: 3 clusters Score -7183780 nChanged 53
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Mstep: Class 1 contains 37894 members 
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	Iteration 185Q: 3 clusters Score -7183780 nChanged 50
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Mstep: Class 1 contains 37944 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -7183792 nChanged 54
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Mstep: Class 1 contains 37996 members 
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	Iteration 187Q: 3 clusters Score -7183796 nChanged 50
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	Iteration 188Q: 3 clusters Score -7183786 nChanged 55
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	Iteration 189Q: 3 clusters Score -7183783 nChanged 43
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	Iteration 190Q: 3 clusters Score -7183779 nChanged 52
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	Iteration 191Q: 3 clusters Score -7183776 nChanged 34
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Mstep: Class 1 contains 38224 members 
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	Iteration 192Q: 3 clusters Score -7183764 nChanged 33
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Mstep: Class 1 contains 38257 members 
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	Iteration 193Q: 3 clusters Score -7183776 nChanged 46
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	Iteration 194Q: 3 clusters Score -7183781 nChanged 52
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Mstep: Class 1 contains 38355 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -7183774 nChanged 51
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	Iteration 196Q: 3 clusters Score -7183789 nChanged 50
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	Iteration 197Q: 3 clusters Score -7183780 nChanged 53
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Mstep: Class 1 contains 38505 members 
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	Iteration 198Q: 3 clusters Score -7183766 nChanged 65
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Mstep: Class 1 contains 38568 members 
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	Iteration 199Q: 3 clusters Score -7183782 nChanged 68
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Mstep: Class 1 contains 38636 members 
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	Iteration 200F: 3 clusters Score -7183790 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38717 members 
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Mstep: Class 1 contains 38799 members 
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	Iteration 202Q: 3 clusters Score -7183829 nChanged 98
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Mstep: Class 1 contains 38897 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -7183820 nChanged 108
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Mstep: Class 1 contains 39001 members 
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Mstep: Class 1 contains 39104 members 
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	Iteration 205Q: 3 clusters Score -7183856 nChanged 110
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Mstep: Class 1 contains 39212 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -7183847 nChanged 115
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -7183872 nChanged 138
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Mstep: Class 1 contains 39742 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -7183914 nChanged 165
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Mstep: Class 1 contains 40070 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -7184030 nChanged 193
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	Iteration 216Q: 3 clusters Score -7184034 nChanged 204
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	Iteration 218Q: 3 clusters Score -7184090 nChanged 206
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	Iteration 219Q: 3 clusters Score -7184092 nChanged 225
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	Iteration 220F: 3 clusters Score -7184148 nChanged 231
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	Iteration 221Q: 3 clusters Score -7184194 nChanged 243
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -7184210 nChanged 252
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	Iteration 223Q: 3 clusters Score -7184249 nChanged 262
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	Iteration 224Q: 3 clusters Score -7184286 nChanged 290
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Mstep: Class 1 contains 42906 members 
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	Iteration 225Q: 3 clusters Score -7184324 nChanged 290
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	Iteration 226Q: 3 clusters Score -7184373 nChanged 290
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Mstep: Class 1 contains 43482 members 
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	Iteration 227Q: 3 clusters Score -7184401 nChanged 297
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	Iteration 228Q: 3 clusters Score -7184452 nChanged 341
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	Iteration 229Q: 3 clusters Score -7184527 nChanged 341
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	Iteration 230Q: 3 clusters Score -7184584 nChanged 345
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	Iteration 231Q: 3 clusters Score -7184672 nChanged 357
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	Iteration 232Q: 3 clusters Score -7184736 nChanged 345
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	Iteration 233Q: 3 clusters Score -7184809 nChanged 346
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Score: -7184894.500000 Penalty: 3545.132568
	Iteration 234Q: 3 clusters Score -7184894 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -7184969.000000 Penalty: 3545.132568
	Iteration 235Q: 3 clusters Score -7184969 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -7185043.000000 Penalty: 3545.132568
	Iteration 236Q: 3 clusters Score -7185043 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -7185143.000000 Penalty: 3545.132568
	Iteration 237Q: 3 clusters Score -7185143 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -7185248.500000 Penalty: 3545.132568
	Iteration 238Q: 3 clusters Score -7185248 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -7185379.500000 Penalty: 3545.132568
	Iteration 239Q: 3 clusters Score -7185380 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -7185531.000000 Penalty: 3545.132568
	Iteration 240F: 3 clusters Score -7185531 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -7185644.500000 Penalty: 3545.132568
	Iteration 241Q: 3 clusters Score -7185644 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -7185755.000000 Penalty: 3545.132568
	Iteration 242Q: 3 clusters Score -7185755 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -7185897.500000 Penalty: 3545.132568
	Iteration 243Q: 3 clusters Score -7185898 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -7186057.500000 Penalty: 3545.132568
	Iteration 244Q: 3 clusters Score -7186058 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -7186212.500000 Penalty: 3545.132568
	Iteration 245Q: 3 clusters Score -7186212 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7186352.500000 Penalty: 3545.132568
	Iteration 246Q: 3 clusters Score -7186352 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7186520.500000 Penalty: 3545.132568
	Iteration 247Q: 3 clusters Score -7186520 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7186698.000000 Penalty: 3545.132568
	Iteration 248Q: 3 clusters Score -7186698 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7186890.500000 Penalty: 3545.132568
	Iteration 249Q: 3 clusters Score -7186890 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -7187073.000000 Penalty: 3545.132568
	Iteration 250Q: 3 clusters Score -7187073 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7187168.000000 Penalty: 3545.132568
	Iteration 251Q: 3 clusters Score -7187168 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7187276.500000 Penalty: 3545.132568
	Iteration 252Q: 3 clusters Score -7187276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7187370.000000 Penalty: 3545.132568
	Iteration 253Q: 3 clusters Score -7187370 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7187456.500000 Penalty: 3545.132568
	Iteration 254Q: 3 clusters Score -7187456 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7187546.500000 Penalty: 3545.132568
	Iteration 255Q: 3 clusters Score -7187546 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7187634.500000 Penalty: 3545.132568
	Iteration 256Q: 3 clusters Score -7187634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7187704.000000 Penalty: 3545.132568
	Iteration 257Q: 3 clusters Score -7187704 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7187763.500000 Penalty: 3545.132568
	Iteration 258Q: 3 clusters Score -7187764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7187808.000000 Penalty: 3545.132568
	Iteration 259Q: 3 clusters Score -7187808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7187836.500000 Penalty: 3545.132568
	Iteration 260F: 3 clusters Score -7187836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7187871.000000 Penalty: 3545.132568
	Iteration 261Q: 3 clusters Score -7187871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7187903.500000 Penalty: 3545.132568
	Iteration 262Q: 3 clusters Score -7187904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7187910.500000 Penalty: 3545.132568
	Iteration 263Q: 3 clusters Score -7187910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7187923.000000 Penalty: 3545.132568
	Iteration 264Q: 3 clusters Score -7187923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7187935.000000 Penalty: 3545.132568
	Iteration 265Q: 3 clusters Score -7187935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7187951.500000 Penalty: 3545.132568
	Iteration 266Q: 3 clusters Score -7187952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7187968.500000 Penalty: 3545.132568
	Iteration 267Q: 3 clusters Score -7187968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7187980.000000 Penalty: 3545.132568
	Iteration 268Q: 3 clusters Score -7187980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7187979.500000 Penalty: 3545.132568
	Iteration 269Q: 3 clusters Score -7187980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7187989.500000 Penalty: 3545.132568
	Iteration 270Q: 3 clusters Score -7187990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7187985.000000 Penalty: 3545.132568
	Iteration 271Q: 3 clusters Score -7187985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7187994.500000 Penalty: 3545.132568
	Iteration 272Q: 3 clusters Score -7187994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7188003.000000 Penalty: 3545.132568
	Iteration 273Q: 3 clusters Score -7188003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7188000.000000 Penalty: 3545.132568
	Iteration 274Q: 3 clusters Score -7188000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7188003.500000 Penalty: 3545.132568
	Iteration 275Q: 3 clusters Score -7188004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7188003.500000 Penalty: 3545.132568
	Iteration 276F: 3 clusters Score -7188004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Entering Unmasked Estep 
Score: -991335.250000 Penalty: 1450.796387
	Iteration 0F: 2 clusters Score -991335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -985765.000000 Penalty: 2901.592773
	Iteration 0F: 3 clusters Score -985765 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -987384.750000 Penalty: 2901.592773
	Iteration 1F: 3 clusters Score -987384.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -987587.375000 Penalty: 2901.592773
	Iteration 2F: 3 clusters Score -987587.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -987729.625000 Penalty: 2901.592773
	Iteration 3F: 3 clusters Score -987729.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -987814.250000 Penalty: 2901.592773
	Iteration 4Q: 3 clusters Score -987814.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -987870.375000 Penalty: 2901.592773
	Iteration 5Q: 3 clusters Score -987870.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -987920.125000 Penalty: 2901.592773
	Iteration 6Q: 3 clusters Score -987920.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -987961.125000 Penalty: 2901.592773
	Iteration 7Q: 3 clusters Score -987961.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -987996.375000 Penalty: 2901.592773
	Iteration 8Q: 3 clusters Score -987996.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -988032.062500 Penalty: 2901.592773
	Iteration 9Q: 3 clusters Score -988032.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -988063.125000 Penalty: 2901.592773
	Iteration 10Q: 3 clusters Score -988063.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -988102.750000 Penalty: 2901.592773
	Iteration 11Q: 3 clusters Score -988102.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -988135.187500 Penalty: 2901.592773
	Iteration 12Q: 3 clusters Score -988135.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -988166.375000 Penalty: 2901.592773
	Iteration 13Q: 3 clusters Score -988166.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -988212.562500 Penalty: 2901.592773
	Iteration 14Q: 3 clusters Score -988212.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -988270.625000 Penalty: 2901.592773
	Iteration 15Q: 3 clusters Score -988270.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -988338.500000 Penalty: 2901.592773
	Iteration 16Q: 3 clusters Score -988338.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -988425.562500 Penalty: 2901.592773
	Iteration 17Q: 3 clusters Score -988425.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -988545.062500 Penalty: 2901.592773
	Iteration 18Q: 3 clusters Score -988545.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -988705.000000 Penalty: 2901.592773
	Iteration 19Q: 3 clusters Score -988705 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -988890.062500 Penalty: 2901.592773
	Iteration 20F: 3 clusters Score -988890.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -989099.875000 Penalty: 2901.592773
	Iteration 21Q: 3 clusters Score -989099.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -989305.937500 Penalty: 2901.592773
	Iteration 22Q: 3 clusters Score -989305.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -989526.000000 Penalty: 2901.592773
	Iteration 23Q: 3 clusters Score -989526 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -989706.812500 Penalty: 2901.592773
	Iteration 24Q: 3 clusters Score -989706.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -989832.875000 Penalty: 2901.592773
	Iteration 25Q: 3 clusters Score -989832.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -989928.000000 Penalty: 2901.592773
	Iteration 26Q: 3 clusters Score -989928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -989991.437500 Penalty: 2901.592773
	Iteration 27Q: 3 clusters Score -989991.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -990028.437500 Penalty: 2901.592773
	Iteration 28Q: 3 clusters Score -990028.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -990059.187500 Penalty: 2901.592773
	Iteration 29Q: 3 clusters Score -990059.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -990087.437500 Penalty: 2901.592773
	Iteration 30Q: 3 clusters Score -990087.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -990114.312500 Penalty: 2901.592773
	Iteration 31Q: 3 clusters Score -990114.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -990131.312500 Penalty: 2901.592773
	Iteration 32Q: 3 clusters Score -990131.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -990147.625000 Penalty: 2901.592773
	Iteration 33Q: 3 clusters Score -990147.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -990154.000000 Penalty: 2901.592773
	Iteration 34Q: 3 clusters Score -990154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -990159.625000 Penalty: 2901.592773
	Iteration 35Q: 3 clusters Score -990159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -990167.062500 Penalty: 2901.592773
	Iteration 36Q: 3 clusters Score -990167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -990166.937500 Penalty: 2901.592773
	Iteration 37Q: 3 clusters Score -990166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -990167.687500 Penalty: 2901.592773
	Iteration 38Q: 3 clusters Score -990167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -990169.000000 Penalty: 2901.592773
	Iteration 39Q: 3 clusters Score -990169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -990173.937500 Penalty: 2901.592773
	Iteration 40F: 3 clusters Score -990173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -990175.812500 Penalty: 2901.592773
	Iteration 41Q: 3 clusters Score -990175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -990175.812500 Penalty: 2901.592773
	Iteration 42F: 3 clusters Score -990175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Entering Unmasked Estep 
Score: -1590686.875000 Penalty: 1535.174805
	Iteration 0F: 2 clusters Score -1590687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1581732.250000 Penalty: 3070.349609
	Iteration 0F: 3 clusters Score -1581732 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1584681.250000 Penalty: 3070.349609
	Iteration 1F: 3 clusters Score -1584681 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1584922.500000 Penalty: 3070.349609
	Iteration 2F: 3 clusters Score -1584922 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1585123.375000 Penalty: 3070.349609
	Iteration 3Q: 3 clusters Score -1585123 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1585300.125000 Penalty: 3070.349609
	Iteration 4Q: 3 clusters Score -1585300 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1585467.750000 Penalty: 3070.349609
	Iteration 5Q: 3 clusters Score -1585468 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1585635.125000 Penalty: 3070.349609
	Iteration 6Q: 3 clusters Score -1585635 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1585840.500000 Penalty: 3070.349609
	Iteration 7Q: 3 clusters Score -1585840 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1586092.500000 Penalty: 3070.349609
	Iteration 8Q: 3 clusters Score -1586092 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1586385.875000 Penalty: 3070.349609
	Iteration 9Q: 3 clusters Score -1586386 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1586777.750000 Penalty: 3070.349609
	Iteration 10Q: 3 clusters Score -1586778 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1587309.125000 Penalty: 3070.349609
	Iteration 11F: 3 clusters Score -1587309 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1587867.250000 Penalty: 3070.349609
	Iteration 12F: 3 clusters Score -1587867 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1588330.250000 Penalty: 3070.349609
	Iteration 13Q: 3 clusters Score -1588330 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1588700.250000 Penalty: 3070.349609
	Iteration 14Q: 3 clusters Score -1588700 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1588943.375000 Penalty: 3070.349609
	Iteration 15Q: 3 clusters Score -1588943 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1589079.625000 Penalty: 3070.349609
	Iteration 16Q: 3 clusters Score -1589080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1589167.625000 Penalty: 3070.349609
	Iteration 17Q: 3 clusters Score -1589168 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1589234.875000 Penalty: 3070.349609
	Iteration 18Q: 3 clusters Score -1589235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1589265.500000 Penalty: 3070.349609
	Iteration 19Q: 3 clusters Score -1589266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1589297.000000 Penalty: 3070.349609
	Iteration 20F: 3 clusters Score -1589297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1589315.875000 Penalty: 3070.349609
	Iteration 21Q: 3 clusters Score -1589316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1589324.875000 Penalty: 3070.349609
	Iteration 22Q: 3 clusters Score -1589325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1589335.125000 Penalty: 3070.349609
	Iteration 23Q: 3 clusters Score -1589335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1589343.250000 Penalty: 3070.349609
	Iteration 24Q: 3 clusters Score -1589343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1589351.000000 Penalty: 3070.349609
	Iteration 25Q: 3 clusters Score -1589351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1589353.750000 Penalty: 3070.349609
	Iteration 26Q: 3 clusters Score -1589354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1589356.500000 Penalty: 3070.349609
	Iteration 27Q: 3 clusters Score -1589356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1589361.750000 Penalty: 3070.349609
	Iteration 28Q: 3 clusters Score -1589362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1589365.625000 Penalty: 3070.349609
	Iteration 29Q: 3 clusters Score -1589366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1589369.875000 Penalty: 3070.349609
	Iteration 30Q: 3 clusters Score -1589370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1589375.250000 Penalty: 3070.349609
	Iteration 31Q: 3 clusters Score -1589375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1589379.000000 Penalty: 3070.349609
	Iteration 32Q: 3 clusters Score -1589379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1589377.625000 Penalty: 3070.349609
	Iteration 33Q: 3 clusters Score -1589378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1589377.625000 Penalty: 3070.349609
	Iteration 34F: 3 clusters Score -1589378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Entering Unmasked Estep 
Score: -10529559.000000 Penalty: 1833.634155
	Iteration 0F: 2 clusters Score -1.052956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -10479184.000000 Penalty: 3667.268311
	Iteration 0F: 3 clusters Score -1.047918e+07 nChanged 37637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -10500520.000000 Penalty: 3667.268311
	Iteration 1F: 3 clusters Score -1.050052e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -10500958.000000 Penalty: 3667.268311
	Iteration 2Q: 3 clusters Score -1.050096e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -10501511.000000 Penalty: 3667.268311
	Iteration 3Q: 3 clusters Score -1.050151e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -10501986.000000 Penalty: 3667.268311
	Iteration 4Q: 3 clusters Score -1.050199e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -10502623.000000 Penalty: 3667.268311
	Iteration 5Q: 3 clusters Score -1.050262e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -10503681.000000 Penalty: 3667.268311
	Iteration 6Q: 3 clusters Score -1.050368e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -10505362.000000 Penalty: 3667.268311
	Iteration 7Q: 3 clusters Score -1.050536e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -10507868.000000 Penalty: 3667.268311
	Iteration 8F: 3 clusters Score -1.050787e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -10511658.000000 Penalty: 3667.268311
	Iteration 9F: 3 clusters Score -1.051166e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -10515935.000000 Penalty: 3667.268311
	Iteration 10F: 3 clusters Score -1.051594e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -10519903.000000 Penalty: 3667.268311
	Iteration 11F: 3 clusters Score -1.05199e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -10522637.000000 Penalty: 3667.268311
	Iteration 12Q: 3 clusters Score -1.052264e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -10524231.000000 Penalty: 3667.268311
	Iteration 13Q: 3 clusters Score -1.052423e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -10525105.000000 Penalty: 3667.268311
	Iteration 14Q: 3 clusters Score -1.05251e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -10525671.000000 Penalty: 3667.268311
	Iteration 15Q: 3 clusters Score -1.052567e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -10525989.000000 Penalty: 3667.268311
	Iteration 16Q: 3 clusters Score -1.052599e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -10526267.000000 Penalty: 3667.268311
	Iteration 17Q: 3 clusters Score -1.052627e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -10526579.000000 Penalty: 3667.268311
	Iteration 18Q: 3 clusters Score -1.052658e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -10526816.000000 Penalty: 3667.268311
	Iteration 19Q: 3 clusters Score -1.052682e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -10526995.000000 Penalty: 3667.268311
	Iteration 20F: 3 clusters Score -1.0527e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -10527121.000000 Penalty: 3667.268311
	Iteration 21Q: 3 clusters Score -1.052712e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -10527205.000000 Penalty: 3667.268311
	Iteration 22Q: 3 clusters Score -1.05272e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -10527295.000000 Penalty: 3667.268311
	Iteration 23Q: 3 clusters Score -1.05273e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -10527359.000000 Penalty: 3667.268311
	Iteration 24Q: 3 clusters Score -1.052736e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -10527450.000000 Penalty: 3667.268311
	Iteration 25Q: 3 clusters Score -1.052745e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -10527501.000000 Penalty: 3667.268311
	Iteration 26Q: 3 clusters Score -1.05275e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -10527561.000000 Penalty: 3667.268311
	Iteration 27Q: 3 clusters Score -1.052756e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -10527586.000000 Penalty: 3667.268311
	Iteration 28Q: 3 clusters Score -1.052759e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -10527615.000000 Penalty: 3667.268311
	Iteration 29Q: 3 clusters Score -1.052762e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 77009 members 
Entering Unmasked Estep 
Score: -10527639.000000 Penalty: 3667.268311
	Iteration 30Q: 3 clusters Score -1.052764e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -10527673.000000 Penalty: 3667.268311
	Iteration 31Q: 3 clusters Score -1.052767e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -10527702.000000 Penalty: 3667.268311
	Iteration 32Q: 3 clusters Score -1.05277e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -10527701.000000 Penalty: 3667.268311
	Iteration 33Q: 3 clusters Score -1.05277e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -10527738.000000 Penalty: 3667.268311
	Iteration 34Q: 3 clusters Score -1.052774e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -10527765.000000 Penalty: 3667.268311
	Iteration 35Q: 3 clusters Score -1.052776e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -10527764.000000 Penalty: 3667.268311
	Iteration 36Q: 3 clusters Score -1.052776e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -10527772.000000 Penalty: 3667.268311
	Iteration 37Q: 3 clusters Score -1.052777e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -10527788.000000 Penalty: 3667.268311
	Iteration 38Q: 3 clusters Score -1.052779e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -10527796.000000 Penalty: 3667.268311
	Iteration 39Q: 3 clusters Score -1.05278e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -10527802.000000 Penalty: 3667.268311
	Iteration 40F: 3 clusters Score -1.05278e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -10527814.000000 Penalty: 3667.268311
	Iteration 41Q: 3 clusters Score -1.052781e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -10527830.000000 Penalty: 3667.268311
	Iteration 42Q: 3 clusters Score -1.052783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -10527836.000000 Penalty: 3667.268311
	Iteration 43Q: 3 clusters Score -1.052784e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -10527876.000000 Penalty: 3667.268311
	Iteration 44Q: 3 clusters Score -1.052788e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 77732 members 
Entering Unmasked Estep 
Score: -10527881.000000 Penalty: 3667.268311
	Iteration 45Q: 3 clusters Score -1.052788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -10527882.000000 Penalty: 3667.268311
	Iteration 46Q: 3 clusters Score -1.052788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -10527888.000000 Penalty: 3667.268311
	Iteration 47Q: 3 clusters Score -1.052789e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -10527905.000000 Penalty: 3667.268311
	Iteration 48Q: 3 clusters Score -1.05279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -10527910.000000 Penalty: 3667.268311
	Iteration 49Q: 3 clusters Score -1.052791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -10527916.000000 Penalty: 3667.268311
	Iteration 50Q: 3 clusters Score -1.052792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -10527918.000000 Penalty: 3667.268311
	Iteration 51Q: 3 clusters Score -1.052792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -10527922.000000 Penalty: 3667.268311
	Iteration 52Q: 3 clusters Score -1.052792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -10527925.000000 Penalty: 3667.268311
	Iteration 53Q: 3 clusters Score -1.052792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -10527914.000000 Penalty: 3667.268311
	Iteration 54Q: 3 clusters Score -1.052791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -10527921.000000 Penalty: 3667.268311
	Iteration 55Q: 3 clusters Score -1.052792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -10527921.000000 Penalty: 3667.268311
	Iteration 56Q: 3 clusters Score -1.052792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -10527923.000000 Penalty: 3667.268311
	Iteration 57Q: 3 clusters Score -1.052792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -10527924.000000 Penalty: 3667.268311
	Iteration 58Q: 3 clusters Score -1.052792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -10527927.000000 Penalty: 3667.268311
	Iteration 59Q: 3 clusters Score -1.052793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -10527922.000000 Penalty: 3667.268311
	Iteration 60F: 3 clusters Score -1.052792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -10527926.000000 Penalty: 3667.268311
	Iteration 61Q: 3 clusters Score -1.052793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -10527919.000000 Penalty: 3667.268311
	Iteration 62Q: 3 clusters Score -1.052792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -10527920.000000 Penalty: 3667.268311
	Iteration 63Q: 3 clusters Score -1.052792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -10527916.000000 Penalty: 3667.268311
	Iteration 64Q: 3 clusters Score -1.052792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -10527917.000000 Penalty: 3667.268311
	Iteration 65Q: 3 clusters Score -1.052792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -10527929.000000 Penalty: 3667.268311
	Iteration 66Q: 3 clusters Score -1.052793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -10527932.000000 Penalty: 3667.268311
	Iteration 67Q: 3 clusters Score -1.052793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -10527929.000000 Penalty: 3667.268311
	Iteration 68Q: 3 clusters Score -1.052793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -10527937.000000 Penalty: 3667.268311
	Iteration 69Q: 3 clusters Score -1.052794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -10527940.000000 Penalty: 3667.268311
	Iteration 70Q: 3 clusters Score -1.052794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -10527945.000000 Penalty: 3667.268311
	Iteration 71Q: 3 clusters Score -1.052794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -10527960.000000 Penalty: 3667.268311
	Iteration 72Q: 3 clusters Score -1.052796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -10527958.000000 Penalty: 3667.268311
	Iteration 73Q: 3 clusters Score -1.052796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -10527976.000000 Penalty: 3667.268311
	Iteration 74Q: 3 clusters Score -1.052798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -10527992.000000 Penalty: 3667.268311
	Iteration 75Q: 3 clusters Score -1.052799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -10527996.000000 Penalty: 3667.268311
	Iteration 76Q: 3 clusters Score -1.0528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -10527993.000000 Penalty: 3667.268311
	Iteration 77Q: 3 clusters Score -1.052799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -10528001.000000 Penalty: 3667.268311
	Iteration 78Q: 3 clusters Score -1.0528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -10528009.000000 Penalty: 3667.268311
	Iteration 79Q: 3 clusters Score -1.052801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -10528020.000000 Penalty: 3667.268311
	Iteration 80F: 3 clusters Score -1.052802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -10528021.000000 Penalty: 3667.268311
	Iteration 81Q: 3 clusters Score -1.052802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -10528021.000000 Penalty: 3667.268311
	Iteration 82Q: 3 clusters Score -1.052802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -10528017.000000 Penalty: 3667.268311
	Iteration 83Q: 3 clusters Score -1.052802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -10528015.000000 Penalty: 3667.268311
	Iteration 84Q: 3 clusters Score -1.052802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -10528021.000000 Penalty: 3667.268311
	Iteration 85Q: 3 clusters Score -1.052802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -10528024.000000 Penalty: 3667.268311
	Iteration 86Q: 3 clusters Score -1.052802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -10528028.000000 Penalty: 3667.268311
	Iteration 87Q: 3 clusters Score -1.052803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -10528026.000000 Penalty: 3667.268311
	Iteration 88Q: 3 clusters Score -1.052803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -10528027.000000 Penalty: 3667.268311
	Iteration 89Q: 3 clusters Score -1.052803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -10528029.000000 Penalty: 3667.268311
	Iteration 90Q: 3 clusters Score -1.052803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -10528030.000000 Penalty: 3667.268311
	Iteration 91Q: 3 clusters Score -1.052803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -10528040.000000 Penalty: 3667.268311
	Iteration 92Q: 3 clusters Score -1.052804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -10528042.000000 Penalty: 3667.268311
	Iteration 93Q: 3 clusters Score -1.052804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -10528040.000000 Penalty: 3667.268311
	Iteration 94Q: 3 clusters Score -1.052804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -10528038.000000 Penalty: 3667.268311
	Iteration 95Q: 3 clusters Score -1.052804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -10528043.000000 Penalty: 3667.268311
	Iteration 96Q: 3 clusters Score -1.052804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -10528038.000000 Penalty: 3667.268311
	Iteration 97Q: 3 clusters Score -1.052804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -10528047.000000 Penalty: 3667.268311
	Iteration 98Q: 3 clusters Score -1.052805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -10528047.000000 Penalty: 3667.268311
	Iteration 99F: 3 clusters Score -1.052805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Entering Unmasked Estep 
Score: -2401800.250000 Penalty: 1593.866211
	Iteration 0F: 2 clusters Score -2401800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2389381.000000 Penalty: 3187.732422
	Iteration 0F: 3 clusters Score -2389381 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2394064.000000 Penalty: 3187.732422
	Iteration 1F: 3 clusters Score -2394064 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2394726.500000 Penalty: 3187.732422
	Iteration 2F: 3 clusters Score -2394726 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2395499.500000 Penalty: 3187.732422
	Iteration 3F: 3 clusters Score -2395500 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2396402.250000 Penalty: 3187.732422
	Iteration 4F: 3 clusters Score -2396402 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2397522.750000 Penalty: 3187.732422
	Iteration 5F: 3 clusters Score -2397523 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2398627.500000 Penalty: 3187.732422
	Iteration 6F: 3 clusters Score -2398628 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2399518.250000 Penalty: 3187.732422
	Iteration 7F: 3 clusters Score -2399518 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2400146.250000 Penalty: 3187.732422
	Iteration 8Q: 3 clusters Score -2400146 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2400647.250000 Penalty: 3187.732422
	Iteration 9Q: 3 clusters Score -2400647 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2401016.500000 Penalty: 3187.732422
	Iteration 10Q: 3 clusters Score -2401016 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2401151.000000 Penalty: 3187.732422
	Iteration 11Q: 3 clusters Score -2401151 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2401224.750000 Penalty: 3187.732422
	Iteration 12Q: 3 clusters Score -2401225 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2401273.750000 Penalty: 3187.732422
	Iteration 13Q: 3 clusters Score -2401274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2401322.000000 Penalty: 3187.732422
	Iteration 14Q: 3 clusters Score -2401322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2401364.500000 Penalty: 3187.732422
	Iteration 15Q: 3 clusters Score -2401364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2401393.250000 Penalty: 3187.732422
	Iteration 16Q: 3 clusters Score -2401393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2401413.250000 Penalty: 3187.732422
	Iteration 17Q: 3 clusters Score -2401413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2401436.750000 Penalty: 3187.732422
	Iteration 18Q: 3 clusters Score -2401437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2401443.750000 Penalty: 3187.732422
	Iteration 19Q: 3 clusters Score -2401444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2401451.000000 Penalty: 3187.732422
	Iteration 20F: 3 clusters Score -2401451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2401459.750000 Penalty: 3187.732422
	Iteration 21Q: 3 clusters Score -2401460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2401462.750000 Penalty: 3187.732422
	Iteration 22Q: 3 clusters Score -2401463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2401465.000000 Penalty: 3187.732422
	Iteration 23Q: 3 clusters Score -2401465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2401464.250000 Penalty: 3187.732422
	Iteration 24Q: 3 clusters Score -2401464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2401472.500000 Penalty: 3187.732422
	Iteration 25Q: 3 clusters Score -2401472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2401473.750000 Penalty: 3187.732422
	Iteration 26Q: 3 clusters Score -2401474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2401473.250000 Penalty: 3187.732422
	Iteration 27Q: 3 clusters Score -2401473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2401477.000000 Penalty: 3187.732422
	Iteration 28Q: 3 clusters Score -2401477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2401478.250000 Penalty: 3187.732422
	Iteration 29Q: 3 clusters Score -2401478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2401477.750000 Penalty: 3187.732422
	Iteration 30Q: 3 clusters Score -2401478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2401483.500000 Penalty: 3187.732422
	Iteration 31Q: 3 clusters Score -2401484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2401487.000000 Penalty: 3187.732422
	Iteration 32Q: 3 clusters Score -2401487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2401485.000000 Penalty: 3187.732422
	Iteration 33Q: 3 clusters Score -2401485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2401486.250000 Penalty: 3187.732422
	Iteration 34Q: 3 clusters Score -2401486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2401486.250000 Penalty: 3187.732422
	Iteration 35F: 3 clusters Score -2401486 nChanged 0
23->19 Clusters: Score -53945088.000000, best is -53944868.000000
THE BEST YET!

Starting from 24 clusters...
--- Clustering full data set of 418993 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 18462 members 
Mstep: Class 3 contains 18162 members 
Mstep: Class 4 contains 18111 members 
Mstep: Class 5 contains 18503 members 
Mstep: Class 6 contains 18285 members 
Mstep: Class 7 contains 18269 members 
Mstep: Class 8 contains 18396 members 
Mstep: Class 9 contains 18148 members 
Mstep: Class 10 contains 18242 members 
Mstep: Class 11 contains 18120 members 
Mstep: Class 12 contains 18104 members 
Mstep: Class 13 contains 18380 members 
Mstep: Class 14 contains 18047 members 
Mstep: Class 15 contains 17972 members 
Mstep: Class 16 contains 18186 members 
Mstep: Class 17 contains 18107 members 
Mstep: Class 18 contains 18136 members 
Mstep: Class 19 contains 18122 members 
Mstep: Class 20 contains 18258 members 
Mstep: Class 21 contains 18268 members 
Mstep: Class 22 contains 18318 members 
Mstep: Class 23 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 555.235840 but Gain 2103.664062
Score: -51632976.000000 Penalty: 46280.550781
Iteration 0F: 23 clusters Score -5.163298e+07 nChanged 400080
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 119234 members 
Mstep: Class 4 contains 49390 members 
Mstep: Class 5 contains 16138 members 
Mstep: Class 6 contains 32044 members 
Mstep: Class 7 contains 15018 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 8042 members 
Mstep: Class 10 contains 5103 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 14 contains 7873 members 
Mstep: Class 15 contains 2200 members 
Mstep: Class 16 contains 11938 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 72463 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 6772 members 
Mstep: Class 23 contains 11040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53187480.000000 Penalty: 46280.550781
Iteration 1F: 23 clusters Score -5.318748e+07 nChanged 138776
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 160169 members 
Mstep: Class 4 contains 48670 members 
Mstep: Class 5 contains 9423 members 
Mstep: Class 6 contains 23854 members 
Mstep: Class 7 contains 13628 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 5110 members 
Mstep: Class 11 contains 1656 members 
Mstep: Class 12 contains 8570 members 
Mstep: Class 14 contains 3923 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 91392 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 4199 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 6464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1637.304321 but Gain 2103.660156
Score: -53277456.000000 Penalty: 44176.890625
Iteration 2F: 22 clusters Score -5.327746e+07 nChanged 93471
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 142005 members 
Mstep: Class 4 contains 48956 members 
Mstep: Class 5 contains 6468 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 14417 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 4240 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 16 contains 6817 members 
Mstep: Class 17 contains 1738 members 
Mstep: Class 18 contains 120722 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 4763 members 
Mstep: Class 22 contains 2284 members 
Mstep: Class 23 contains 9483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1507.784058 but Gain 2103.660156
Score: -53402924.000000 Penalty: 42073.230469
Iteration 3F: 21 clusters Score -5.340292e+07 nChanged 89021
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 111528 members 
Mstep: Class 4 contains 44974 members 
Mstep: Class 5 contains 5192 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 13855 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 3338 members 
Mstep: Class 10 contains 4296 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 19168 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 149887 members 
Mstep: Class 19 contains 6291 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 4372 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 16657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2089.418945 but Gain 2103.664062
Score: -53494004.000000 Penalty: 39969.566406
Iteration 4F: 20 clusters Score -5.3494e+07 nChanged 83538
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3645 members 
Mstep: Class 3 contains 106831 members 
Mstep: Class 4 contains 43103 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 13872 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 23704 members 
Mstep: Class 16 contains 5608 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 146371 members 
Mstep: Class 19 contains 9321 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 23 contains 25562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53583772.000000 Penalty: 39969.566406
Iteration 5F: 20 clusters Score -5.358377e+07 nChanged 61026
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3576 members 
Mstep: Class 3 contains 103715 members 
Mstep: Class 4 contains 43128 members 
Mstep: Class 5 contains 5116 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 13716 members 
Mstep: Class 8 contains 4644 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 25324 members 
Mstep: Class 16 contains 5366 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 141335 members 
Mstep: Class 19 contains 10811 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 4992 members 
Mstep: Class 23 contains 33478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53668924.000000 Penalty: 39969.566406
Iteration 6F: 20 clusters Score -5.366892e+07 nChanged 48448
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3561 members 
Mstep: Class 3 contains 101991 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 1916 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 138389 members 
Mstep: Class 19 contains 11191 members 
Mstep: Class 20 contains 464 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 23 contains 39393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53740212.000000 Penalty: 39969.566406
Iteration 7F: 20 clusters Score -5.374021e+07 nChanged 34522
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 103491 members 
Mstep: Class 4 contains 44305 members 
Mstep: Class 5 contains 6334 members 
Mstep: Class 6 contains 3661 members 
Mstep: Class 7 contains 12816 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 1726 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 12 contains 24858 members 
Mstep: Class 16 contains 5004 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 135691 members 
Mstep: Class 19 contains 10949 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 23 contains 43073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53771028.000000 Penalty: 39969.566406
Iteration 8F: 20 clusters Score -5.377103e+07 nChanged 24158
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3663 members 
Mstep: Class 3 contains 102833 members 
Mstep: Class 4 contains 46171 members 
Mstep: Class 5 contains 6815 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 12238 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 1508 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 24114 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 133155 members 
Mstep: Class 19 contains 10735 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 5793 members 
Mstep: Class 23 contains 46535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53786820.000000 Penalty: 39969.566406
Iteration 9F: 20 clusters Score -5.378682e+07 nChanged 18354
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 100399 members 
Mstep: Class 4 contains 48305 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 11608 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 1367 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 23507 members 
Mstep: Class 16 contains 5054 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 130973 members 
Mstep: Class 19 contains 10619 members 
Mstep: Class 20 contains 420 members 
Mstep: Class 21 contains 5872 members 
Mstep: Class 23 contains 50120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53799088.000000 Penalty: 39969.566406
Iteration 10Q: 20 clusters Score -5.379909e+07 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 3 contains 97066 members 
Mstep: Class 4 contains 50311 members 
Mstep: Class 5 contains 8176 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 10957 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 22987 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 129178 members 
Mstep: Class 19 contains 10521 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 5889 members 
Mstep: Class 23 contains 53738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53809260.000000 Penalty: 39969.566406
Iteration 11Q: 20 clusters Score -5.380926e+07 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 93032 members 
Mstep: Class 4 contains 52099 members 
Mstep: Class 5 contains 9023 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 10342 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 1534 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 720 members 
Mstep: Class 12 contains 22488 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 127634 members 
Mstep: Class 19 contains 10361 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 5890 members 
Mstep: Class 23 contains 57471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53818232.000000 Penalty: 39969.566406
Iteration 12Q: 20 clusters Score -5.381823e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 88611 members 
Mstep: Class 4 contains 53447 members 
Mstep: Class 5 contains 9976 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 4203 members 
Mstep: Class 9 contains 1491 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 22017 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 126352 members 
Mstep: Class 19 contains 10117 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 5875 members 
Mstep: Class 23 contains 61307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53826500.000000 Penalty: 39969.566406
Iteration 13Q: 20 clusters Score -5.38265e+07 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5315 members 
Mstep: Class 3 contains 84005 members 
Mstep: Class 4 contains 54338 members 
Mstep: Class 5 contains 11046 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 9489 members 
Mstep: Class 8 contains 4042 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 21558 members 
Mstep: Class 16 contains 6184 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 125349 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 5817 members 
Mstep: Class 23 contains 65064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53833768.000000 Penalty: 39969.566406
Iteration 14Q: 20 clusters Score -5.383377e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 79580 members 
Mstep: Class 4 contains 54976 members 
Mstep: Class 5 contains 12196 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 9242 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 12 contains 21123 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 18 contains 124548 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 5721 members 
Mstep: Class 23 contains 68520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840344.000000 Penalty: 39969.566406
Iteration 15Q: 20 clusters Score -5.384034e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 75336 members 
Mstep: Class 4 contains 55413 members 
Mstep: Class 5 contains 13510 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 9063 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 20652 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 2933 members 
Mstep: Class 18 contains 123876 members 
Mstep: Class 19 contains 9196 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 5579 members 
Mstep: Class 23 contains 71709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53846396.000000 Penalty: 39969.566406
Iteration 16Q: 20 clusters Score -5.38464e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 71407 members 
Mstep: Class 4 contains 55521 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 20217 members 
Mstep: Class 16 contains 6886 members 
Mstep: Class 17 contains 2908 members 
Mstep: Class 18 contains 123323 members 
Mstep: Class 19 contains 8923 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 5436 members 
Mstep: Class 23 contains 74588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53851688.000000 Penalty: 39969.566406
Iteration 17Q: 20 clusters Score -5.385169e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 67869 members 
Mstep: Class 4 contains 55350 members 
Mstep: Class 5 contains 16552 members 
Mstep: Class 6 contains 1212 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 19866 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 122828 members 
Mstep: Class 19 contains 8675 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 5297 members 
Mstep: Class 23 contains 77136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856252.000000 Penalty: 39969.566406
Iteration 18Q: 20 clusters Score -5.385625e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 64753 members 
Mstep: Class 4 contains 54890 members 
Mstep: Class 5 contains 18297 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 8713 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 771 members 
Mstep: Class 12 contains 19617 members 
Mstep: Class 16 contains 7147 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 18 contains 122473 members 
Mstep: Class 19 contains 8487 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 5147 members 
Mstep: Class 23 contains 79249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53859900.000000 Penalty: 39969.566406
Iteration 19Q: 20 clusters Score -5.38599e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8931 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 54308 members 
Mstep: Class 5 contains 20175 members 
Mstep: Class 6 contains 1159 members 
Mstep: Class 7 contains 8793 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 19430 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 122109 members 
Mstep: Class 19 contains 8388 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 23 contains 80951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53864080.000000 Penalty: 39969.566406
Iteration 20F: 20 clusters Score -5.386408e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 9455 members 
Mstep: Class 3 contains 59204 members 
Mstep: Class 4 contains 53315 members 
Mstep: Class 5 contains 22594 members 
Mstep: Class 6 contains 1124 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 3064 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 786 members 
Mstep: Class 12 contains 19301 members 
Mstep: Class 16 contains 7371 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 121824 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 4806 members 
Mstep: Class 23 contains 82173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53868108.000000 Penalty: 39969.566406
Iteration 21Q: 20 clusters Score -5.386811e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9984 members 
Mstep: Class 3 contains 56669 members 
Mstep: Class 4 contains 51936 members 
Mstep: Class 5 contains 25352 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 9525 members 
Mstep: Class 8 contains 2916 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 932 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 19191 members 
Mstep: Class 16 contains 7446 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 18 contains 121517 members 
Mstep: Class 19 contains 8299 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 23 contains 83044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53872440.000000 Penalty: 39969.566406
Iteration 22Q: 20 clusters Score -5.387244e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 54185 members 
Mstep: Class 4 contains 50139 members 
Mstep: Class 5 contains 28489 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 902 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 19125 members 
Mstep: Class 16 contains 7495 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 121346 members 
Mstep: Class 19 contains 8356 members 
Mstep: Class 20 contains 405 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 23 contains 83601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53877000.000000 Penalty: 39969.566406
Iteration 23Q: 20 clusters Score -5.3877e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 10959 members 
Mstep: Class 3 contains 51804 members 
Mstep: Class 4 contains 47982 members 
Mstep: Class 5 contains 32010 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 10892 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 1412 members 
Mstep: Class 10 contains 872 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 19079 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 121274 members 
Mstep: Class 19 contains 8476 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 23 contains 83848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53882156.000000 Penalty: 39969.566406
Iteration 24Q: 20 clusters Score -5.388216e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 11363 members 
Mstep: Class 3 contains 49796 members 
Mstep: Class 4 contains 45671 members 
Mstep: Class 5 contains 35607 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 11513 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 1408 members 
Mstep: Class 10 contains 833 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 19049 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 121203 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 400 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 23 contains 83877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53887400.000000 Penalty: 39969.566406
Iteration 25Q: 20 clusters Score -5.38874e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11796 members 
Mstep: Class 3 contains 48158 members 
Mstep: Class 4 contains 43505 members 
Mstep: Class 5 contains 38908 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 12066 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 19023 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 121073 members 
Mstep: Class 19 contains 8826 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 4083 members 
Mstep: Class 23 contains 83718 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -5.389138e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 3 contains 46936 members 
Mstep: Class 4 contains 41689 members 
Mstep: Class 5 contains 41768 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 12493 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 775 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 19006 members 
Mstep: Class 16 contains 7467 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 120854 members 
Mstep: Class 19 contains 9009 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 3963 members 
Mstep: Class 23 contains 83511 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -5.389499e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 12461 members 
Mstep: Class 3 contains 46125 members 
Mstep: Class 4 contains 40454 members 
Mstep: Class 5 contains 43963 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 12767 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 813 members 
Mstep: Class 12 contains 18993 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 1764 members 
Mstep: Class 18 contains 120534 members 
Mstep: Class 19 contains 9159 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 3857 members 
Mstep: Class 23 contains 83317 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -5.389798e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 12664 members 
Mstep: Class 3 contains 45586 members 
Mstep: Class 4 contains 39622 members 
Mstep: Class 5 contains 45717 members 
Mstep: Class 6 contains 1079 members 
Mstep: Class 7 contains 12973 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 737 members 
Mstep: Class 11 contains 812 members 
Mstep: Class 12 contains 18989 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 120122 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 3765 members 
Mstep: Class 23 contains 83084 members 
Entering Unmasked Estep 
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Score: -53899988.000000 Penalty: 39969.566406
Iteration 29Q: 20 clusters Score -5.389999e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 12798 members 
Mstep: Class 3 contains 45310 members 
Mstep: Class 4 contains 39128 members 
Mstep: Class 5 contains 47097 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 7 contains 13104 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 1528 members 
Mstep: Class 10 contains 725 members 
Mstep: Class 11 contains 812 members 
Mstep: Class 12 contains 18989 members 
Mstep: Class 16 contains 7240 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 119592 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 3662 members 
Mstep: Class 23 contains 82804 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -5.39016e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 12891 members 
Mstep: Class 3 contains 45252 members 
Mstep: Class 4 contains 38828 members 
Mstep: Class 5 contains 48140 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 13174 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 1598 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 18983 members 
Mstep: Class 16 contains 7163 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 119094 members 
Mstep: Class 19 contains 9663 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 3578 members 
Mstep: Class 23 contains 82515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53902988.000000 Penalty: 39969.566406
Iteration 31Q: 20 clusters Score -5.390299e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 12984 members 
Mstep: Class 3 contains 45384 members 
Mstep: Class 4 contains 38643 members 
Mstep: Class 5 contains 48952 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 13192 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 695 members 
Mstep: Class 11 contains 813 members 
Mstep: Class 12 contains 18969 members 
Mstep: Class 16 contains 7094 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 118593 members 
Mstep: Class 19 contains 9827 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 3495 members 
Mstep: Class 23 contains 82206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53903900.000000 Penalty: 39969.566406
Iteration 32Q: 20 clusters Score -5.39039e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 12992 members 
Mstep: Class 3 contains 45640 members 
Mstep: Class 4 contains 38557 members 
Mstep: Class 5 contains 49584 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 1816 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 811 members 
Mstep: Class 12 contains 18973 members 
Mstep: Class 16 contains 7026 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 118097 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 3395 members 
Mstep: Class 23 contains 81874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53905268.000000 Penalty: 39969.566406
Iteration 33Q: 20 clusters Score -5.390527e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 13008 members 
Mstep: Class 3 contains 45950 members 
Mstep: Class 4 contains 38517 members 
Mstep: Class 5 contains 50051 members 
Mstep: Class 6 contains 1018 members 
Mstep: Class 7 contains 13129 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 1967 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 808 members 
Mstep: Class 12 contains 18965 members 
Mstep: Class 16 contains 6955 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 117661 members 
Mstep: Class 19 contains 10124 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 3314 members 
Mstep: Class 23 contains 81569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53906124.000000 Penalty: 39969.566406
Iteration 34Q: 20 clusters Score -5.390612e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 13020 members 
Mstep: Class 3 contains 46318 members 
Mstep: Class 4 contains 38521 members 
Mstep: Class 5 contains 50395 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 13057 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 2168 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 18952 members 
Mstep: Class 16 contains 6897 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 117226 members 
Mstep: Class 19 contains 10238 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 23 contains 81232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53906788.000000 Penalty: 39969.566406
Iteration 35Q: 20 clusters Score -5.390679e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 13016 members 
Mstep: Class 3 contains 46684 members 
Mstep: Class 4 contains 38601 members 
Mstep: Class 5 contains 50662 members 
Mstep: Class 6 contains 1036 members 
Mstep: Class 7 contains 12978 members 
Mstep: Class 8 contains 1322 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 18953 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 116773 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 23 contains 80847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53907732.000000 Penalty: 39969.566406
Iteration 36Q: 20 clusters Score -5.390773e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 47072 members 
Mstep: Class 4 contains 38756 members 
Mstep: Class 5 contains 50883 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 12873 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 18961 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 1663 members 
Mstep: Class 18 contains 116287 members 
Mstep: Class 19 contains 10382 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 3140 members 
Mstep: Class 23 contains 80408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53908568.000000 Penalty: 39969.566406
Iteration 37Q: 20 clusters Score -5.390857e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 12996 members 
Mstep: Class 3 contains 47423 members 
Mstep: Class 4 contains 38914 members 
Mstep: Class 5 contains 51062 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 12768 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 18981 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 115858 members 
Mstep: Class 19 contains 10438 members 
Mstep: Class 20 contains 385 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 23 contains 79799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53909352.000000 Penalty: 39969.566406
Iteration 38Q: 20 clusters Score -5.390935e+07 nChanged 2438
Entering ConstructFrom: 
Score: -53909352.000000 Penalty: 39969.566406
Entering ConstructFrom: 
Trying to split cluster 1 (11766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Entering Unmasked Estep 
Score: -1553486.250000 Penalty: 1523.107544
	Iteration 0F: 2 clusters Score -1553486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1545184.625000 Penalty: 3046.215088
	Iteration 0F: 3 clusters Score -1545185 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1547959.125000 Penalty: 3046.215088
	Iteration 1F: 3 clusters Score -1547959 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1548206.625000 Penalty: 3046.215088
	Iteration 2F: 3 clusters Score -1548207 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1548434.375000 Penalty: 3046.215088
	Iteration 3Q: 3 clusters Score -1548434 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1548692.000000 Penalty: 3046.215088
	Iteration 4Q: 3 clusters Score -1548692 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1549026.375000 Penalty: 3046.215088
	Iteration 5F: 3 clusters Score -1549026 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1549461.875000 Penalty: 3046.215088
	Iteration 6F: 3 clusters Score -1549462 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1549964.750000 Penalty: 3046.215088
	Iteration 7F: 3 clusters Score -1549965 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1550563.250000 Penalty: 3046.215088
	Iteration 8F: 3 clusters Score -1550563 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1551133.500000 Penalty: 3046.215088
	Iteration 9F: 3 clusters Score -1551134 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1551598.125000 Penalty: 3046.215088
	Iteration 10Q: 3 clusters Score -1551598 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1551853.250000 Penalty: 3046.215088
	Iteration 11Q: 3 clusters Score -1551853 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1551975.375000 Penalty: 3046.215088
	Iteration 12Q: 3 clusters Score -1551975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1552027.375000 Penalty: 3046.215088
	Iteration 13Q: 3 clusters Score -1552027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1552048.250000 Penalty: 3046.215088
	Iteration 14Q: 3 clusters Score -1552048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1552067.875000 Penalty: 3046.215088
	Iteration 15Q: 3 clusters Score -1552068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1552077.125000 Penalty: 3046.215088
	Iteration 16Q: 3 clusters Score -1552077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1552090.500000 Penalty: 3046.215088
	Iteration 17Q: 3 clusters Score -1552090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1552103.625000 Penalty: 3046.215088
	Iteration 18Q: 3 clusters Score -1552104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1552106.625000 Penalty: 3046.215088
	Iteration 19Q: 3 clusters Score -1552107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1552112.000000 Penalty: 3046.215088
	Iteration 20F: 3 clusters Score -1552112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1552112.250000 Penalty: 3046.215088
	Iteration 21Q: 3 clusters Score -1552112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1552112.250000 Penalty: 3046.215088
	Iteration 22F: 3 clusters Score -1552112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Entering Unmasked Estep 
Score: -1633860.250000 Penalty: 1539.114380
	Iteration 0F: 2 clusters Score -1633860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1624827.375000 Penalty: 3078.228760
	Iteration 0F: 3 clusters Score -1624827 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1627814.250000 Penalty: 3078.228760
	Iteration 1F: 3 clusters Score -1627814 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1628125.000000 Penalty: 3078.228760
	Iteration 2F: 3 clusters Score -1628125 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1628402.750000 Penalty: 3078.228760
	Iteration 3F: 3 clusters Score -1628403 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1628650.750000 Penalty: 3078.228760
	Iteration 4Q: 3 clusters Score -1628651 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1628897.375000 Penalty: 3078.228760
	Iteration 5Q: 3 clusters Score -1628897 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1629126.625000 Penalty: 3078.228760
	Iteration 6Q: 3 clusters Score -1629127 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1629343.125000 Penalty: 3078.228760
	Iteration 7Q: 3 clusters Score -1629343 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1629615.625000 Penalty: 3078.228760
	Iteration 8Q: 3 clusters Score -1629616 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1629907.375000 Penalty: 3078.228760
	Iteration 9Q: 3 clusters Score -1629907 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1630214.250000 Penalty: 3078.228760
	Iteration 10Q: 3 clusters Score -1630214 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1630487.500000 Penalty: 3078.228760
	Iteration 11Q: 3 clusters Score -1630488 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1630725.375000 Penalty: 3078.228760
	Iteration 12Q: 3 clusters Score -1630725 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1630918.875000 Penalty: 3078.228760
	Iteration 13Q: 3 clusters Score -1630919 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1631045.625000 Penalty: 3078.228760
	Iteration 14Q: 3 clusters Score -1631046 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1631165.250000 Penalty: 3078.228760
	Iteration 15Q: 3 clusters Score -1631165 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1631255.375000 Penalty: 3078.228760
	Iteration 16Q: 3 clusters Score -1631255 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1631352.125000 Penalty: 3078.228760
	Iteration 17Q: 3 clusters Score -1631352 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1631438.500000 Penalty: 3078.228760
	Iteration 18Q: 3 clusters Score -1631438 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1631496.375000 Penalty: 3078.228760
	Iteration 19Q: 3 clusters Score -1631496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1631550.875000 Penalty: 3078.228760
	Iteration 20F: 3 clusters Score -1631551 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1631587.750000 Penalty: 3078.228760
	Iteration 21Q: 3 clusters Score -1631588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1631611.250000 Penalty: 3078.228760
	Iteration 22Q: 3 clusters Score -1631611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1631633.250000 Penalty: 3078.228760
	Iteration 23Q: 3 clusters Score -1631633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1631651.500000 Penalty: 3078.228760
	Iteration 24Q: 3 clusters Score -1631652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1631663.625000 Penalty: 3078.228760
	Iteration 25Q: 3 clusters Score -1631664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1631673.750000 Penalty: 3078.228760
	Iteration 26Q: 3 clusters Score -1631674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1631685.875000 Penalty: 3078.228760
	Iteration 27Q: 3 clusters Score -1631686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1631702.500000 Penalty: 3078.228760
	Iteration 28Q: 3 clusters Score -1631702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1631709.750000 Penalty: 3078.228760
	Iteration 29Q: 3 clusters Score -1631710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1631720.500000 Penalty: 3078.228760
	Iteration 30Q: 3 clusters Score -1631720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1631726.375000 Penalty: 3078.228760
	Iteration 31Q: 3 clusters Score -1631726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1631730.125000 Penalty: 3078.228760
	Iteration 32Q: 3 clusters Score -1631730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1631735.250000 Penalty: 3078.228760
	Iteration 33Q: 3 clusters Score -1631735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1631736.875000 Penalty: 3078.228760
	Iteration 34Q: 3 clusters Score -1631737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1631740.000000 Penalty: 3078.228760
	Iteration 35Q: 3 clusters Score -1631740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1631743.250000 Penalty: 3078.228760
	Iteration 36Q: 3 clusters Score -1631743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1631745.500000 Penalty: 3078.228760
	Iteration 37Q: 3 clusters Score -1631746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1631745.875000 Penalty: 3078.228760
	Iteration 38Q: 3 clusters Score -1631746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1631745.875000 Penalty: 3078.228760
	Iteration 39Q: 3 clusters Score -1631746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1631745.375000 Penalty: 3078.228760
	Iteration 40F: 3 clusters Score -1631745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1631747.000000 Penalty: 3078.228760
	Iteration 41Q: 3 clusters Score -1631747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1631747.250000 Penalty: 3078.228760
	Iteration 42Q: 3 clusters Score -1631747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1631749.375000 Penalty: 3078.228760
	Iteration 43Q: 3 clusters Score -1631749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1631752.875000 Penalty: 3078.228760
	Iteration 44Q: 3 clusters Score -1631753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1631752.375000 Penalty: 3078.228760
	Iteration 45Q: 3 clusters Score -1631752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1631754.875000 Penalty: 3078.228760
	Iteration 46Q: 3 clusters Score -1631755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1631755.875000 Penalty: 3078.228760
	Iteration 47Q: 3 clusters Score -1631756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1631753.500000 Penalty: 3078.228760
	Iteration 48Q: 3 clusters Score -1631754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1631753.500000 Penalty: 3078.228760
	Iteration 49Q: 3 clusters Score -1631754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1631750.875000 Penalty: 3078.228760
	Iteration 50Q: 3 clusters Score -1631751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1631751.625000 Penalty: 3078.228760
	Iteration 51Q: 3 clusters Score -1631752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1631752.000000 Penalty: 3078.228760
	Iteration 52Q: 3 clusters Score -1631752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1631755.125000 Penalty: 3078.228760
	Iteration 53Q: 3 clusters Score -1631755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1631752.875000 Penalty: 3078.228760
	Iteration 54Q: 3 clusters Score -1631753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1631752.875000 Penalty: 3078.228760
	Iteration 55F: 3 clusters Score -1631753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Entering Unmasked Estep 
Score: -6268787.500000 Penalty: 1750.939331
	Iteration 0F: 2 clusters Score -6268788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -6236905.500000 Penalty: 3501.878662
	Iteration 0F: 3 clusters Score -6236906 nChanged 22502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -6249442.500000 Penalty: 3501.878662
	Iteration 1F: 3 clusters Score -6249442 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -6250028.000000 Penalty: 3501.878662
	Iteration 2Q: 3 clusters Score -6250028 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -6250710.500000 Penalty: 3501.878662
	Iteration 3Q: 3 clusters Score -6250710 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -6251708.500000 Penalty: 3501.878662
	Iteration 4Q: 3 clusters Score -6251708 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -6253121.000000 Penalty: 3501.878662
	Iteration 5F: 3 clusters Score -6253121 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -6255168.500000 Penalty: 3501.878662
	Iteration 6F: 3 clusters Score -6255168 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -6257693.500000 Penalty: 3501.878662
	Iteration 7F: 3 clusters Score -6257694 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -6260237.000000 Penalty: 3501.878662
	Iteration 8F: 3 clusters Score -6260237 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -6261972.500000 Penalty: 3501.878662
	Iteration 9Q: 3 clusters Score -6261972 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -6263085.000000 Penalty: 3501.878662
	Iteration 10Q: 3 clusters Score -6263085 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -6263808.500000 Penalty: 3501.878662
	Iteration 11Q: 3 clusters Score -6263808 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -6264192.500000 Penalty: 3501.878662
	Iteration 12Q: 3 clusters Score -6264192 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -6264456.500000 Penalty: 3501.878662
	Iteration 13Q: 3 clusters Score -6264456 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -6264683.000000 Penalty: 3501.878662
	Iteration 14Q: 3 clusters Score -6264683 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -6264840.500000 Penalty: 3501.878662
	Iteration 15Q: 3 clusters Score -6264840 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -6265003.500000 Penalty: 3501.878662
	Iteration 16Q: 3 clusters Score -6265004 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -6265166.500000 Penalty: 3501.878662
	Iteration 17Q: 3 clusters Score -6265166 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -6265346.500000 Penalty: 3501.878662
	Iteration 18Q: 3 clusters Score -6265346 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -6265493.500000 Penalty: 3501.878662
	Iteration 19Q: 3 clusters Score -6265494 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -6265670.500000 Penalty: 3501.878662
	Iteration 20F: 3 clusters Score -6265670 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -6265891.500000 Penalty: 3501.878662
	Iteration 21Q: 3 clusters Score -6265892 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -6266069.500000 Penalty: 3501.878662
	Iteration 22Q: 3 clusters Score -6266070 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -6266244.000000 Penalty: 3501.878662
	Iteration 23Q: 3 clusters Score -6266244 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -6266409.000000 Penalty: 3501.878662
	Iteration 24Q: 3 clusters Score -6266409 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -6266514.500000 Penalty: 3501.878662
	Iteration 25Q: 3 clusters Score -6266514 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -6266611.000000 Penalty: 3501.878662
	Iteration 26Q: 3 clusters Score -6266611 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -6266651.500000 Penalty: 3501.878662
	Iteration 27Q: 3 clusters Score -6266652 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6266724.500000 Penalty: 3501.878662
	Iteration 28Q: 3 clusters Score -6266724 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -6266781.000000 Penalty: 3501.878662
	Iteration 29Q: 3 clusters Score -6266781 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -6266831.000000 Penalty: 3501.878662
	Iteration 30Q: 3 clusters Score -6266831 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6266877.000000 Penalty: 3501.878662
	Iteration 31Q: 3 clusters Score -6266877 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -6266923.500000 Penalty: 3501.878662
	Iteration 32Q: 3 clusters Score -6266924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -6266946.500000 Penalty: 3501.878662
	Iteration 33Q: 3 clusters Score -6266946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -6266981.000000 Penalty: 3501.878662
	Iteration 34Q: 3 clusters Score -6266981 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -6267009.500000 Penalty: 3501.878662
	Iteration 35Q: 3 clusters Score -6267010 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6267046.000000 Penalty: 3501.878662
	Iteration 36Q: 3 clusters Score -6267046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -6267074.500000 Penalty: 3501.878662
	Iteration 37Q: 3 clusters Score -6267074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -6267084.500000 Penalty: 3501.878662
	Iteration 38Q: 3 clusters Score -6267084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -6267097.000000 Penalty: 3501.878662
	Iteration 39Q: 3 clusters Score -6267097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -6267107.000000 Penalty: 3501.878662
	Iteration 40F: 3 clusters Score -6267107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -6267123.000000 Penalty: 3501.878662
	Iteration 41Q: 3 clusters Score -6267123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -6267136.000000 Penalty: 3501.878662
	Iteration 42Q: 3 clusters Score -6267136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -6267152.500000 Penalty: 3501.878662
	Iteration 43Q: 3 clusters Score -6267152 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -6267175.000000 Penalty: 3501.878662
	Iteration 44Q: 3 clusters Score -6267175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6267193.000000 Penalty: 3501.878662
	Iteration 45Q: 3 clusters Score -6267193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -6267204.500000 Penalty: 3501.878662
	Iteration 46Q: 3 clusters Score -6267204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -6267211.000000 Penalty: 3501.878662
	Iteration 47Q: 3 clusters Score -6267211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6267222.000000 Penalty: 3501.878662
	Iteration 48Q: 3 clusters Score -6267222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -6267235.000000 Penalty: 3501.878662
	Iteration 49Q: 3 clusters Score -6267235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -6267239.500000 Penalty: 3501.878662
	Iteration 50Q: 3 clusters Score -6267240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -6267245.000000 Penalty: 3501.878662
	Iteration 51Q: 3 clusters Score -6267245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -6267257.500000 Penalty: 3501.878662
	Iteration 52Q: 3 clusters Score -6267258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -6267258.500000 Penalty: 3501.878662
	Iteration 53Q: 3 clusters Score -6267258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -6267273.500000 Penalty: 3501.878662
	Iteration 54Q: 3 clusters Score -6267274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -6267301.500000 Penalty: 3501.878662
	Iteration 55Q: 3 clusters Score -6267302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6267311.000000 Penalty: 3501.878662
	Iteration 56Q: 3 clusters Score -6267311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -6267331.500000 Penalty: 3501.878662
	Iteration 57Q: 3 clusters Score -6267332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6267338.500000 Penalty: 3501.878662
	Iteration 58Q: 3 clusters Score -6267338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -6267346.000000 Penalty: 3501.878662
	Iteration 59Q: 3 clusters Score -6267346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -6267355.500000 Penalty: 3501.878662
	Iteration 60F: 3 clusters Score -6267356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -6267370.000000 Penalty: 3501.878662
	Iteration 61Q: 3 clusters Score -6267370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -6267375.000000 Penalty: 3501.878662
	Iteration 62Q: 3 clusters Score -6267375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -6267380.500000 Penalty: 3501.878662
	Iteration 63Q: 3 clusters Score -6267380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -6267377.500000 Penalty: 3501.878662
	Iteration 64Q: 3 clusters Score -6267378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -6267383.500000 Penalty: 3501.878662
	Iteration 65Q: 3 clusters Score -6267384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -6267384.000000 Penalty: 3501.878662
	Iteration 66Q: 3 clusters Score -6267384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -6267388.000000 Penalty: 3501.878662
	Iteration 67Q: 3 clusters Score -6267388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -6267391.500000 Penalty: 3501.878662
	Iteration 68Q: 3 clusters Score -6267392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -6267394.000000 Penalty: 3501.878662
	Iteration 69Q: 3 clusters Score -6267394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -6267400.500000 Penalty: 3501.878662
	Iteration 70Q: 3 clusters Score -6267400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -6267394.500000 Penalty: 3501.878662
	Iteration 71Q: 3 clusters Score -6267394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -6267400.000000 Penalty: 3501.878662
	Iteration 72Q: 3 clusters Score -6267400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -6267405.500000 Penalty: 3501.878662
	Iteration 73Q: 3 clusters Score -6267406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -6267402.500000 Penalty: 3501.878662
	Iteration 74Q: 3 clusters Score -6267402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -6267400.000000 Penalty: 3501.878662
	Iteration 75Q: 3 clusters Score -6267400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -6267398.500000 Penalty: 3501.878662
	Iteration 76Q: 3 clusters Score -6267398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -6267396.500000 Penalty: 3501.878662
	Iteration 77Q: 3 clusters Score -6267396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -6267398.500000 Penalty: 3501.878662
	Iteration 78Q: 3 clusters Score -6267398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -6267398.500000 Penalty: 3501.878662
	Iteration 79Q: 3 clusters Score -6267398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -6267399.500000 Penalty: 3501.878662
	Iteration 80F: 3 clusters Score -6267400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6267407.000000 Penalty: 3501.878662
	Iteration 81Q: 3 clusters Score -6267407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6267406.500000 Penalty: 3501.878662
	Iteration 82Q: 3 clusters Score -6267406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -6267406.000000 Penalty: 3501.878662
	Iteration 83Q: 3 clusters Score -6267406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -6267407.000000 Penalty: 3501.878662
	Iteration 84Q: 3 clusters Score -6267407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -6267401.500000 Penalty: 3501.878662
	Iteration 85Q: 3 clusters Score -6267402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -6267405.500000 Penalty: 3501.878662
	Iteration 86Q: 3 clusters Score -6267406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -6267405.500000 Penalty: 3501.878662
	Iteration 87F: 3 clusters Score -6267406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Entering Unmasked Estep 
Score: -5111738.000000 Penalty: 1718.176147
	Iteration 0F: 2 clusters Score -5111738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -5085689.500000 Penalty: 3436.352295
	Iteration 0F: 3 clusters Score -5085690 nChanged 18142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5096702.500000 Penalty: 3436.352295
	Iteration 1F: 3 clusters Score -5096702 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -5098604.000000 Penalty: 3436.352295
	Iteration 2F: 3 clusters Score -5098604 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -5101218.000000 Penalty: 3436.352295
	Iteration 3F: 3 clusters Score -5101218 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -5103951.000000 Penalty: 3436.352295
	Iteration 4F: 3 clusters Score -5103951 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -5106367.000000 Penalty: 3436.352295
	Iteration 5F: 3 clusters Score -5106367 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5108381.000000 Penalty: 3436.352295
	Iteration 6F: 3 clusters Score -5108381 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5109726.500000 Penalty: 3436.352295
	Iteration 7Q: 3 clusters Score -5109726 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5110439.500000 Penalty: 3436.352295
	Iteration 8Q: 3 clusters Score -5110440 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5110733.000000 Penalty: 3436.352295
	Iteration 9Q: 3 clusters Score -5110733 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5110871.000000 Penalty: 3436.352295
	Iteration 10Q: 3 clusters Score -5110871 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5110946.500000 Penalty: 3436.352295
	Iteration 11Q: 3 clusters Score -5110946 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5111003.000000 Penalty: 3436.352295
	Iteration 12Q: 3 clusters Score -5111003 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5111028.000000 Penalty: 3436.352295
	Iteration 13Q: 3 clusters Score -5111028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5111055.000000 Penalty: 3436.352295
	Iteration 14Q: 3 clusters Score -5111055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5111068.000000 Penalty: 3436.352295
	Iteration 15Q: 3 clusters Score -5111068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5111069.500000 Penalty: 3436.352295
	Iteration 16Q: 3 clusters Score -5111070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5111089.500000 Penalty: 3436.352295
	Iteration 17Q: 3 clusters Score -5111090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5111093.000000 Penalty: 3436.352295
	Iteration 18Q: 3 clusters Score -5111093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5111093.000000 Penalty: 3436.352295
	Iteration 19Q: 3 clusters Score -5111093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5111104.500000 Penalty: 3436.352295
	Iteration 20F: 3 clusters Score -5111104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5111114.000000 Penalty: 3436.352295
	Iteration 21Q: 3 clusters Score -5111114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5111113.500000 Penalty: 3436.352295
	Iteration 22Q: 3 clusters Score -5111114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5111130.000000 Penalty: 3436.352295
	Iteration 23Q: 3 clusters Score -5111130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5111135.000000 Penalty: 3436.352295
	Iteration 24Q: 3 clusters Score -5111135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5111140.500000 Penalty: 3436.352295
	Iteration 25Q: 3 clusters Score -5111140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5111143.500000 Penalty: 3436.352295
	Iteration 26Q: 3 clusters Score -5111144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5111131.000000 Penalty: 3436.352295
	Iteration 27Q: 3 clusters Score -5111131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5111132.500000 Penalty: 3436.352295
	Iteration 28Q: 3 clusters Score -5111132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5111140.000000 Penalty: 3436.352295
	Iteration 29Q: 3 clusters Score -5111140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5111146.000000 Penalty: 3436.352295
	Iteration 30Q: 3 clusters Score -5111146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5111150.000000 Penalty: 3436.352295
	Iteration 31Q: 3 clusters Score -5111150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5111146.500000 Penalty: 3436.352295
	Iteration 32Q: 3 clusters Score -5111146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5111147.500000 Penalty: 3436.352295
	Iteration 33Q: 3 clusters Score -5111148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5111146.500000 Penalty: 3436.352295
	Iteration 34Q: 3 clusters Score -5111146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5111150.500000 Penalty: 3436.352295
	Iteration 35Q: 3 clusters Score -5111150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5111153.500000 Penalty: 3436.352295
	Iteration 36Q: 3 clusters Score -5111154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5111153.500000 Penalty: 3436.352295
	Iteration 37Q: 3 clusters Score -5111154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5111151.500000 Penalty: 3436.352295
	Iteration 38Q: 3 clusters Score -5111152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5111157.000000 Penalty: 3436.352295
	Iteration 39Q: 3 clusters Score -5111157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5111157.000000 Penalty: 3436.352295
	Iteration 40F: 3 clusters Score -5111157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Entering Unmasked Estep 
Score: -6749739.000000 Penalty: 1762.137695
	Iteration 0F: 2 clusters Score -6749739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6715654.500000 Penalty: 3524.275391
	Iteration 0F: 3 clusters Score -6715654 nChanged 23967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -6729465.500000 Penalty: 3524.275391
	Iteration 1F: 3 clusters Score -6729466 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -6730075.500000 Penalty: 3524.275391
	Iteration 2Q: 3 clusters Score -6730076 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -6730700.500000 Penalty: 3524.275391
	Iteration 3Q: 3 clusters Score -6730700 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -6731353.500000 Penalty: 3524.275391
	Iteration 4Q: 3 clusters Score -6731354 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -6731939.500000 Penalty: 3524.275391
	Iteration 5Q: 3 clusters Score -6731940 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -6732677.000000 Penalty: 3524.275391
	Iteration 6Q: 3 clusters Score -6732677 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -6733553.500000 Penalty: 3524.275391
	Iteration 7Q: 3 clusters Score -6733554 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -6734683.000000 Penalty: 3524.275391
	Iteration 8Q: 3 clusters Score -6734683 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -6736127.500000 Penalty: 3524.275391
	Iteration 9Q: 3 clusters Score -6736128 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -6738002.000000 Penalty: 3524.275391
	Iteration 10F: 3 clusters Score -6738002 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -6740208.000000 Penalty: 3524.275391
	Iteration 11F: 3 clusters Score -6740208 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -6742584.000000 Penalty: 3524.275391
	Iteration 12F: 3 clusters Score -6742584 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -6744584.000000 Penalty: 3524.275391
	Iteration 13F: 3 clusters Score -6744584 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -6746133.500000 Penalty: 3524.275391
	Iteration 14Q: 3 clusters Score -6746134 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -6747132.000000 Penalty: 3524.275391
	Iteration 15Q: 3 clusters Score -6747132 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6747614.000000 Penalty: 3524.275391
	Iteration 16Q: 3 clusters Score -6747614 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -6747884.500000 Penalty: 3524.275391
	Iteration 17Q: 3 clusters Score -6747884 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -6748039.000000 Penalty: 3524.275391
	Iteration 18Q: 3 clusters Score -6748039 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -6748103.000000 Penalty: 3524.275391
	Iteration 19Q: 3 clusters Score -6748103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -6748138.000000 Penalty: 3524.275391
	Iteration 20F: 3 clusters Score -6748138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -6748168.000000 Penalty: 3524.275391
	Iteration 21Q: 3 clusters Score -6748168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -6748187.500000 Penalty: 3524.275391
	Iteration 22Q: 3 clusters Score -6748188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6748202.500000 Penalty: 3524.275391
	Iteration 23Q: 3 clusters Score -6748202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -6748218.500000 Penalty: 3524.275391
	Iteration 24Q: 3 clusters Score -6748218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -6748233.500000 Penalty: 3524.275391
	Iteration 25Q: 3 clusters Score -6748234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -6748243.500000 Penalty: 3524.275391
	Iteration 26Q: 3 clusters Score -6748244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -6748242.500000 Penalty: 3524.275391
	Iteration 27Q: 3 clusters Score -6748242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -6748246.500000 Penalty: 3524.275391
	Iteration 28Q: 3 clusters Score -6748246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -6748246.500000 Penalty: 3524.275391
	Iteration 29Q: 3 clusters Score -6748246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -6748252.500000 Penalty: 3524.275391
	Iteration 30Q: 3 clusters Score -6748252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -6748258.000000 Penalty: 3524.275391
	Iteration 31Q: 3 clusters Score -6748258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -6748258.000000 Penalty: 3524.275391
	Iteration 32F: 3 clusters Score -6748258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -135701.968750 Penalty: 1133.504761
	Iteration 0F: 2 clusters Score -135702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134192.656250 Penalty: 2267.009521
	Iteration 0F: 3 clusters Score -134192.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -134437.578125 Penalty: 2267.009521
	Iteration 1F: 3 clusters Score -134437.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134501.843750 Penalty: 2267.009521
	Iteration 2F: 3 clusters Score -134501.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134528.703125 Penalty: 2267.009521
	Iteration 3Q: 3 clusters Score -134528.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134546.703125 Penalty: 2267.009521
	Iteration 4Q: 3 clusters Score -134546.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -134569.062500 Penalty: 2267.009521
	Iteration 5Q: 3 clusters Score -134569.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134580.890625 Penalty: 2267.009521
	Iteration 6Q: 3 clusters Score -134580.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134592.343750 Penalty: 2267.009521
	Iteration 7Q: 3 clusters Score -134592.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -134598.031250 Penalty: 2267.009521
	Iteration 8Q: 3 clusters Score -134598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134600.281250 Penalty: 2267.009521
	Iteration 9Q: 3 clusters Score -134600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134603.140625 Penalty: 2267.009521
	Iteration 10Q: 3 clusters Score -134603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134604.531250 Penalty: 2267.009521
	Iteration 11Q: 3 clusters Score -134604.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134606.828125 Penalty: 2267.009521
	Iteration 12Q: 3 clusters Score -134606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134608.812500 Penalty: 2267.009521
	Iteration 13Q: 3 clusters Score -134608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134609.734375 Penalty: 2267.009521
	Iteration 14Q: 3 clusters Score -134609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134609.734375 Penalty: 2267.009521
	Iteration 15F: 3 clusters Score -134609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Entering Unmasked Estep 
Score: -1654279.875000 Penalty: 1534.969482
	Iteration 0F: 2 clusters Score -1654280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1645481.125000 Penalty: 3069.938965
	Iteration 0F: 3 clusters Score -1645481 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1648548.750000 Penalty: 3069.938965
	Iteration 1F: 3 clusters Score -1648549 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1648917.875000 Penalty: 3069.938965
	Iteration 2F: 3 clusters Score -1648918 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1649297.875000 Penalty: 3069.938965
	Iteration 3F: 3 clusters Score -1649298 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1649720.125000 Penalty: 3069.938965
	Iteration 4Q: 3 clusters Score -1649720 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1650163.625000 Penalty: 3069.938965
	Iteration 5Q: 3 clusters Score -1650164 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1650621.250000 Penalty: 3069.938965
	Iteration 6F: 3 clusters Score -1650621 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1651006.125000 Penalty: 3069.938965
	Iteration 7Q: 3 clusters Score -1651006 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1651348.625000 Penalty: 3069.938965
	Iteration 8Q: 3 clusters Score -1651349 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1651635.625000 Penalty: 3069.938965
	Iteration 9Q: 3 clusters Score -1651636 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1651904.750000 Penalty: 3069.938965
	Iteration 10Q: 3 clusters Score -1651905 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1652167.625000 Penalty: 3069.938965
	Iteration 11Q: 3 clusters Score -1652168 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1652384.125000 Penalty: 3069.938965
	Iteration 12Q: 3 clusters Score -1652384 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1652539.750000 Penalty: 3069.938965
	Iteration 13Q: 3 clusters Score -1652540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1652658.750000 Penalty: 3069.938965
	Iteration 14Q: 3 clusters Score -1652659 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1652747.625000 Penalty: 3069.938965
	Iteration 15Q: 3 clusters Score -1652748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1652815.000000 Penalty: 3069.938965
	Iteration 16Q: 3 clusters Score -1652815 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1652857.375000 Penalty: 3069.938965
	Iteration 17Q: 3 clusters Score -1652857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1652889.125000 Penalty: 3069.938965
	Iteration 18Q: 3 clusters Score -1652889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1652915.500000 Penalty: 3069.938965
	Iteration 19Q: 3 clusters Score -1652916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1652937.875000 Penalty: 3069.938965
	Iteration 20F: 3 clusters Score -1652938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1652946.625000 Penalty: 3069.938965
	Iteration 21Q: 3 clusters Score -1652947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1652955.375000 Penalty: 3069.938965
	Iteration 22Q: 3 clusters Score -1652955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1652967.125000 Penalty: 3069.938965
	Iteration 23Q: 3 clusters Score -1652967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1652972.500000 Penalty: 3069.938965
	Iteration 24Q: 3 clusters Score -1652972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1652979.750000 Penalty: 3069.938965
	Iteration 25Q: 3 clusters Score -1652980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1652983.000000 Penalty: 3069.938965
	Iteration 26Q: 3 clusters Score -1652983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1652985.875000 Penalty: 3069.938965
	Iteration 27Q: 3 clusters Score -1652986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1652987.625000 Penalty: 3069.938965
	Iteration 28Q: 3 clusters Score -1652988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1652990.000000 Penalty: 3069.938965
	Iteration 29Q: 3 clusters Score -1652990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1652992.000000 Penalty: 3069.938965
	Iteration 30Q: 3 clusters Score -1652992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1652991.625000 Penalty: 3069.938965
	Iteration 31Q: 3 clusters Score -1652992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1652992.500000 Penalty: 3069.938965
	Iteration 32Q: 3 clusters Score -1652992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1652992.500000 Penalty: 3069.938965
	Iteration 33F: 3 clusters Score -1652992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Entering Unmasked Estep 
Score: -153424.906250 Penalty: 1158.901001
	Iteration 0F: 2 clusters Score -153424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -151802.984375 Penalty: 2317.802002
	Iteration 0F: 3 clusters Score -151803 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152087.640625 Penalty: 2317.802002
	Iteration 1F: 3 clusters Score -152087.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152170.796875 Penalty: 2317.802002
	Iteration 2F: 3 clusters Score -152170.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152219.078125 Penalty: 2317.802002
	Iteration 3Q: 3 clusters Score -152219.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152251.843750 Penalty: 2317.802002
	Iteration 4Q: 3 clusters Score -152251.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152266.375000 Penalty: 2317.802002
	Iteration 5Q: 3 clusters Score -152266.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152276.015625 Penalty: 2317.802002
	Iteration 6Q: 3 clusters Score -152276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -152287.843750 Penalty: 2317.802002
	Iteration 7Q: 3 clusters Score -152287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152293.625000 Penalty: 2317.802002
	Iteration 8Q: 3 clusters Score -152293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152299.453125 Penalty: 2317.802002
	Iteration 9Q: 3 clusters Score -152299.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152303.468750 Penalty: 2317.802002
	Iteration 10Q: 3 clusters Score -152303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152307.343750 Penalty: 2317.802002
	Iteration 11Q: 3 clusters Score -152307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -152310.406250 Penalty: 2317.802002
	Iteration 12Q: 3 clusters Score -152310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -152311.546875 Penalty: 2317.802002
	Iteration 13Q: 3 clusters Score -152311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152313.250000 Penalty: 2317.802002
	Iteration 14Q: 3 clusters Score -152313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -152315.921875 Penalty: 2317.802002
	Iteration 15Q: 3 clusters Score -152315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -152317.203125 Penalty: 2317.802002
	Iteration 16Q: 3 clusters Score -152317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -152319.265625 Penalty: 2317.802002
	Iteration 17Q: 3 clusters Score -152319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -152320.890625 Penalty: 2317.802002
	Iteration 18Q: 3 clusters Score -152320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152322.281250 Penalty: 2317.802002
	Iteration 19Q: 3 clusters Score -152322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -152322.812500 Penalty: 2317.802002
	Iteration 20F: 3 clusters Score -152322.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -503905.656250 Penalty: 1339.576172
	Iteration 0F: 2 clusters Score -503905.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -500671.937500 Penalty: 2679.152344
	Iteration 0F: 3 clusters Score -500671.9 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -501545.000000 Penalty: 2679.152344
	Iteration 1F: 3 clusters Score -501545 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -501709.093750 Penalty: 2679.152344
	Iteration 2F: 3 clusters Score -501709.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -501822.062500 Penalty: 2679.152344
	Iteration 3F: 3 clusters Score -501822.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -501903.562500 Penalty: 2679.152344
	Iteration 4Q: 3 clusters Score -501903.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -501978.593750 Penalty: 2679.152344
	Iteration 5Q: 3 clusters Score -501978.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -502039.312500 Penalty: 2679.152344
	Iteration 6Q: 3 clusters Score -502039.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -502094.000000 Penalty: 2679.152344
	Iteration 7Q: 3 clusters Score -502094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -502149.562500 Penalty: 2679.152344
	Iteration 8Q: 3 clusters Score -502149.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -502196.218750 Penalty: 2679.152344
	Iteration 9Q: 3 clusters Score -502196.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -502232.312500 Penalty: 2679.152344
	Iteration 10Q: 3 clusters Score -502232.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -502272.250000 Penalty: 2679.152344
	Iteration 11Q: 3 clusters Score -502272.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -502304.250000 Penalty: 2679.152344
	Iteration 12Q: 3 clusters Score -502304.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -502335.406250 Penalty: 2679.152344
	Iteration 13Q: 3 clusters Score -502335.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -502373.781250 Penalty: 2679.152344
	Iteration 14Q: 3 clusters Score -502373.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -502416.218750 Penalty: 2679.152344
	Iteration 15Q: 3 clusters Score -502416.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -502452.937500 Penalty: 2679.152344
	Iteration 16Q: 3 clusters Score -502452.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -502486.906250 Penalty: 2679.152344
	Iteration 17Q: 3 clusters Score -502486.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -502525.000000 Penalty: 2679.152344
	Iteration 18Q: 3 clusters Score -502525 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -502557.937500 Penalty: 2679.152344
	Iteration 19Q: 3 clusters Score -502557.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -502595.437500 Penalty: 2679.152344
	Iteration 20F: 3 clusters Score -502595.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -502630.593750 Penalty: 2679.152344
	Iteration 21Q: 3 clusters Score -502630.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -502661.218750 Penalty: 2679.152344
	Iteration 22Q: 3 clusters Score -502661.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -502678.937500 Penalty: 2679.152344
	Iteration 23Q: 3 clusters Score -502678.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -502689.468750 Penalty: 2679.152344
	Iteration 24Q: 3 clusters Score -502689.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -502696.281250 Penalty: 2679.152344
	Iteration 25Q: 3 clusters Score -502696.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -502709.406250 Penalty: 2679.152344
	Iteration 26Q: 3 clusters Score -502709.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -502719.468750 Penalty: 2679.152344
	Iteration 27Q: 3 clusters Score -502719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -502723.593750 Penalty: 2679.152344
	Iteration 28Q: 3 clusters Score -502723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -502726.500000 Penalty: 2679.152344
	Iteration 29Q: 3 clusters Score -502726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -502731.218750 Penalty: 2679.152344
	Iteration 30Q: 3 clusters Score -502731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -502733.093750 Penalty: 2679.152344
	Iteration 31Q: 3 clusters Score -502733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -502735.906250 Penalty: 2679.152344
	Iteration 32Q: 3 clusters Score -502735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -502737.562500 Penalty: 2679.152344
	Iteration 33Q: 3 clusters Score -502737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -502739.375000 Penalty: 2679.152344
	Iteration 34Q: 3 clusters Score -502739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -502740.750000 Penalty: 2679.152344
	Iteration 35Q: 3 clusters Score -502740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -502741.093750 Penalty: 2679.152344
	Iteration 36Q: 3 clusters Score -502741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -502741.906250 Penalty: 2679.152344
	Iteration 37Q: 3 clusters Score -502741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -502741.906250 Penalty: 2679.152344
	Iteration 38F: 3 clusters Score -502741.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -68200.117188 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -68200.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67167.312500 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -67167.31 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67742.218750 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -67742.22 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67988.414062 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -67988.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -68148.078125 Penalty: 2099.468994
	Iteration 3F: 3 clusters Score -68148.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -68175.492188 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -68175.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -68186.140625 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -68186.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -68186.140625 Penalty: 2099.468994
	Iteration 6F: 3 clusters Score -68186.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -94578.148438 Penalty: 1087.261841
	Iteration 0F: 2 clusters Score -94578.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -93262.851562 Penalty: 2174.523682
	Iteration 0F: 3 clusters Score -93262.85 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93486.039062 Penalty: 2174.523682
	Iteration 1F: 3 clusters Score -93486.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93557.398438 Penalty: 2174.523682
	Iteration 2F: 3 clusters Score -93557.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93596.460938 Penalty: 2174.523682
	Iteration 3F: 3 clusters Score -93596.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93611.671875 Penalty: 2174.523682
	Iteration 4Q: 3 clusters Score -93611.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -93626.250000 Penalty: 2174.523682
	Iteration 5Q: 3 clusters Score -93626.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93630.367188 Penalty: 2174.523682
	Iteration 6Q: 3 clusters Score -93630.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -93637.335938 Penalty: 2174.523682
	Iteration 7Q: 3 clusters Score -93637.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93639.281250 Penalty: 2174.523682
	Iteration 8Q: 3 clusters Score -93639.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93640.539062 Penalty: 2174.523682
	Iteration 9Q: 3 clusters Score -93640.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93642.070312 Penalty: 2174.523682
	Iteration 10Q: 3 clusters Score -93642.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93642.070312 Penalty: 2174.523682
	Iteration 11F: 3 clusters Score -93642.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Entering Unmasked Estep 
Score: -2513053.500000 Penalty: 1600.904663
	Iteration 0F: 2 clusters Score -2513054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2500014.000000 Penalty: 3201.809326
	Iteration 0F: 3 clusters Score -2500014 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2505022.500000 Penalty: 3201.809326
	Iteration 1F: 3 clusters Score -2505022 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2505769.500000 Penalty: 3201.809326
	Iteration 2F: 3 clusters Score -2505770 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2506664.250000 Penalty: 3201.809326
	Iteration 3F: 3 clusters Score -2506664 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2507560.750000 Penalty: 3201.809326
	Iteration 4F: 3 clusters Score -2507561 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2508395.250000 Penalty: 3201.809326
	Iteration 5F: 3 clusters Score -2508395 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2509134.250000 Penalty: 3201.809326
	Iteration 6F: 3 clusters Score -2509134 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2509714.500000 Penalty: 3201.809326
	Iteration 7Q: 3 clusters Score -2509714 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2510198.500000 Penalty: 3201.809326
	Iteration 8Q: 3 clusters Score -2510198 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2510575.500000 Penalty: 3201.809326
	Iteration 9Q: 3 clusters Score -2510576 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2510882.750000 Penalty: 3201.809326
	Iteration 10Q: 3 clusters Score -2510883 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2511138.500000 Penalty: 3201.809326
	Iteration 11Q: 3 clusters Score -2511138 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2511328.750000 Penalty: 3201.809326
	Iteration 12Q: 3 clusters Score -2511329 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2511432.000000 Penalty: 3201.809326
	Iteration 13Q: 3 clusters Score -2511432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2511514.500000 Penalty: 3201.809326
	Iteration 14Q: 3 clusters Score -2511514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2511579.750000 Penalty: 3201.809326
	Iteration 15Q: 3 clusters Score -2511580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2511619.750000 Penalty: 3201.809326
	Iteration 16Q: 3 clusters Score -2511620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2511631.250000 Penalty: 3201.809326
	Iteration 17Q: 3 clusters Score -2511631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2511649.000000 Penalty: 3201.809326
	Iteration 18Q: 3 clusters Score -2511649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2511662.500000 Penalty: 3201.809326
	Iteration 19Q: 3 clusters Score -2511662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2511677.750000 Penalty: 3201.809326
	Iteration 20F: 3 clusters Score -2511678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2511687.250000 Penalty: 3201.809326
	Iteration 21Q: 3 clusters Score -2511687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2511693.000000 Penalty: 3201.809326
	Iteration 22Q: 3 clusters Score -2511693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2511695.250000 Penalty: 3201.809326
	Iteration 23Q: 3 clusters Score -2511695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2511699.000000 Penalty: 3201.809326
	Iteration 24Q: 3 clusters Score -2511699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2511701.500000 Penalty: 3201.809326
	Iteration 25Q: 3 clusters Score -2511702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2511703.500000 Penalty: 3201.809326
	Iteration 26Q: 3 clusters Score -2511704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2511707.500000 Penalty: 3201.809326
	Iteration 27Q: 3 clusters Score -2511708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2511709.500000 Penalty: 3201.809326
	Iteration 28Q: 3 clusters Score -2511710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2511711.500000 Penalty: 3201.809326
	Iteration 29Q: 3 clusters Score -2511712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2511712.500000 Penalty: 3201.809326
	Iteration 30Q: 3 clusters Score -2511712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2511711.000000 Penalty: 3201.809326
	Iteration 31Q: 3 clusters Score -2511711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2511711.500000 Penalty: 3201.809326
	Iteration 32Q: 3 clusters Score -2511712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2511711.500000 Penalty: 3201.809326
	Iteration 33F: 3 clusters Score -2511712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Entering Unmasked Estep 
Score: -848963.062500 Penalty: 1432.135376
	Iteration 0F: 2 clusters Score -848963.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -843892.750000 Penalty: 2864.270752
	Iteration 0F: 3 clusters Score -843892.8 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -845361.187500 Penalty: 2864.270752
	Iteration 1F: 3 clusters Score -845361.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -845527.062500 Penalty: 2864.270752
	Iteration 2F: 3 clusters Score -845527.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -845677.000000 Penalty: 2864.270752
	Iteration 3Q: 3 clusters Score -845677 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -845824.437500 Penalty: 2864.270752
	Iteration 4Q: 3 clusters Score -845824.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -845939.750000 Penalty: 2864.270752
	Iteration 5Q: 3 clusters Score -845939.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -846057.937500 Penalty: 2864.270752
	Iteration 6Q: 3 clusters Score -846057.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -846185.562500 Penalty: 2864.270752
	Iteration 7Q: 3 clusters Score -846185.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -846307.687500 Penalty: 2864.270752
	Iteration 8Q: 3 clusters Score -846307.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -846451.500000 Penalty: 2864.270752
	Iteration 9Q: 3 clusters Score -846451.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -846567.437500 Penalty: 2864.270752
	Iteration 10Q: 3 clusters Score -846567.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -846691.250000 Penalty: 2864.270752
	Iteration 11Q: 3 clusters Score -846691.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -846835.375000 Penalty: 2864.270752
	Iteration 12Q: 3 clusters Score -846835.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -846984.062500 Penalty: 2864.270752
	Iteration 13Q: 3 clusters Score -846984.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -847130.750000 Penalty: 2864.270752
	Iteration 14Q: 3 clusters Score -847130.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -847295.125000 Penalty: 2864.270752
	Iteration 15Q: 3 clusters Score -847295.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -847447.250000 Penalty: 2864.270752
	Iteration 16Q: 3 clusters Score -847447.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -847584.500000 Penalty: 2864.270752
	Iteration 17Q: 3 clusters Score -847584.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -847685.562500 Penalty: 2864.270752
	Iteration 18Q: 3 clusters Score -847685.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -847758.125000 Penalty: 2864.270752
	Iteration 19Q: 3 clusters Score -847758.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -847794.250000 Penalty: 2864.270752
	Iteration 20F: 3 clusters Score -847794.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -847824.750000 Penalty: 2864.270752
	Iteration 21Q: 3 clusters Score -847824.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -847843.937500 Penalty: 2864.270752
	Iteration 22Q: 3 clusters Score -847843.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -847854.062500 Penalty: 2864.270752
	Iteration 23Q: 3 clusters Score -847854.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -847868.750000 Penalty: 2864.270752
	Iteration 24Q: 3 clusters Score -847868.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -847878.562500 Penalty: 2864.270752
	Iteration 25Q: 3 clusters Score -847878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -847883.500000 Penalty: 2864.270752
	Iteration 26Q: 3 clusters Score -847883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -847888.937500 Penalty: 2864.270752
	Iteration 27Q: 3 clusters Score -847888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -847889.687500 Penalty: 2864.270752
	Iteration 28Q: 3 clusters Score -847889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -847889.000000 Penalty: 2864.270752
	Iteration 29Q: 3 clusters Score -847889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -847891.187500 Penalty: 2864.270752
	Iteration 30Q: 3 clusters Score -847891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -847891.375000 Penalty: 2864.270752
	Iteration 31Q: 3 clusters Score -847891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -847891.375000 Penalty: 2864.270752
	Iteration 32F: 3 clusters Score -847891.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -201223.359375 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -201223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -199359.656250 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -199359.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -199725.656250 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -199725.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -199822.671875 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -199822.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -199882.234375 Penalty: 2409.344482
	Iteration 3Q: 3 clusters Score -199882.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -199914.359375 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -199914.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -199937.250000 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -199937.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -199960.468750 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -199960.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -199978.406250 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -199978.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -199993.656250 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -199993.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -200006.656250 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -200006.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -200015.640625 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -200015.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -200023.125000 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -200023.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -200032.109375 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -200032.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -200043.890625 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -200043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200050.015625 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -200050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -200056.484375 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -200056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -200057.906250 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -200057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200059.328125 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -200059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200060.484375 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -200060.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -200061.203125 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -200061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -200062.359375 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -200062.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -200064.609375 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -200064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -200066.718750 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -200066.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200069.500000 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -200069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -200070.968750 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -200071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -200072.218750 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -200072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -200073.046875 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -200073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -200073.609375 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -200073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -200073.609375 Penalty: 2409.344482
	Iteration 28F: 3 clusters Score -200073.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (115427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115427 members 
Entering Unmasked Estep 
Score: -15206860.000000 Penalty: 1894.164062
	Iteration 0F: 2 clusters Score -1.520686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -15139944.000000 Penalty: 3788.328125
	Iteration 0F: 3 clusters Score -1.513994e+07 nChanged 55247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -15172104.000000 Penalty: 3788.328125
	Iteration 1F: 3 clusters Score -1.51721e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -15173203.000000 Penalty: 3788.328125
	Iteration 2Q: 3 clusters Score -1.51732e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -15175132.000000 Penalty: 3788.328125
	Iteration 3Q: 3 clusters Score -1.517513e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -15178028.000000 Penalty: 3788.328125
	Iteration 4F: 3 clusters Score -1.517803e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -15182264.000000 Penalty: 3788.328125
	Iteration 5F: 3 clusters Score -1.518226e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -15187197.000000 Penalty: 3788.328125
	Iteration 6F: 3 clusters Score -1.51872e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -15191959.000000 Penalty: 3788.328125
	Iteration 7F: 3 clusters Score -1.519196e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -15195503.000000 Penalty: 3788.328125
	Iteration 8F: 3 clusters Score -1.51955e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -15197597.000000 Penalty: 3788.328125
	Iteration 9Q: 3 clusters Score -1.51976e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -15198719.000000 Penalty: 3788.328125
	Iteration 10Q: 3 clusters Score -1.519872e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100282 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -15199424.000000 Penalty: 3788.328125
	Iteration 11Q: 3 clusters Score -1.519942e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101180 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -15199727.000000 Penalty: 3788.328125
	Iteration 12Q: 3 clusters Score -1.519973e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -15200166.000000 Penalty: 3788.328125
	Iteration 13Q: 3 clusters Score -1.520017e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -15200513.000000 Penalty: 3788.328125
	Iteration 14Q: 3 clusters Score -1.520051e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -15200828.000000 Penalty: 3788.328125
	Iteration 15Q: 3 clusters Score -1.520083e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -15201033.000000 Penalty: 3788.328125
	Iteration 16Q: 3 clusters Score -1.520103e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -15201309.000000 Penalty: 3788.328125
	Iteration 17Q: 3 clusters Score -1.520131e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -15201554.000000 Penalty: 3788.328125
	Iteration 18Q: 3 clusters Score -1.520155e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103673 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -15201750.000000 Penalty: 3788.328125
	Iteration 19Q: 3 clusters Score -1.520175e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103903 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -15201956.000000 Penalty: 3788.328125
	Iteration 20F: 3 clusters Score -1.520196e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104110 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -15202191.000000 Penalty: 3788.328125
	Iteration 21Q: 3 clusters Score -1.520219e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -15202416.000000 Penalty: 3788.328125
	Iteration 22Q: 3 clusters Score -1.520242e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -15202611.000000 Penalty: 3788.328125
	Iteration 23Q: 3 clusters Score -1.520261e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -15202818.000000 Penalty: 3788.328125
	Iteration 24Q: 3 clusters Score -1.520282e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -15203063.000000 Penalty: 3788.328125
	Iteration 25Q: 3 clusters Score -1.520306e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -15203253.000000 Penalty: 3788.328125
	Iteration 26Q: 3 clusters Score -1.520325e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -15203483.000000 Penalty: 3788.328125
	Iteration 27Q: 3 clusters Score -1.520348e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -15203637.000000 Penalty: 3788.328125
	Iteration 28Q: 3 clusters Score -1.520364e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -15203794.000000 Penalty: 3788.328125
	Iteration 29Q: 3 clusters Score -1.520379e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105685 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -15203914.000000 Penalty: 3788.328125
	Iteration 30Q: 3 clusters Score -1.520391e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -15204059.000000 Penalty: 3788.328125
	Iteration 31Q: 3 clusters Score -1.520406e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -15204157.000000 Penalty: 3788.328125
	Iteration 32Q: 3 clusters Score -1.520416e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106121 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -15204208.000000 Penalty: 3788.328125
	Iteration 33Q: 3 clusters Score -1.520421e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -15204329.000000 Penalty: 3788.328125
	Iteration 34Q: 3 clusters Score -1.520433e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106403 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -15204455.000000 Penalty: 3788.328125
	Iteration 35Q: 3 clusters Score -1.520446e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -15204560.000000 Penalty: 3788.328125
	Iteration 36Q: 3 clusters Score -1.520456e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -15204624.000000 Penalty: 3788.328125
	Iteration 37Q: 3 clusters Score -1.520462e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -15204694.000000 Penalty: 3788.328125
	Iteration 38Q: 3 clusters Score -1.520469e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -15204767.000000 Penalty: 3788.328125
	Iteration 39Q: 3 clusters Score -1.520477e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -15204876.000000 Penalty: 3788.328125
	Iteration 40F: 3 clusters Score -1.520488e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -15204945.000000 Penalty: 3788.328125
	Iteration 41Q: 3 clusters Score -1.520494e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107392 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -15205014.000000 Penalty: 3788.328125
	Iteration 42Q: 3 clusters Score -1.520501e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107540 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -15205081.000000 Penalty: 3788.328125
	Iteration 43Q: 3 clusters Score -1.520508e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -15205160.000000 Penalty: 3788.328125
	Iteration 44Q: 3 clusters Score -1.520516e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -15205256.000000 Penalty: 3788.328125
	Iteration 45Q: 3 clusters Score -1.520526e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -15205290.000000 Penalty: 3788.328125
	Iteration 46Q: 3 clusters Score -1.520529e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -15205353.000000 Penalty: 3788.328125
	Iteration 47Q: 3 clusters Score -1.520535e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108248 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -15205399.000000 Penalty: 3788.328125
	Iteration 48Q: 3 clusters Score -1.52054e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -15205481.000000 Penalty: 3788.328125
	Iteration 49Q: 3 clusters Score -1.520548e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -15205525.000000 Penalty: 3788.328125
	Iteration 50Q: 3 clusters Score -1.520552e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -15205551.000000 Penalty: 3788.328125
	Iteration 51Q: 3 clusters Score -1.520555e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -15205565.000000 Penalty: 3788.328125
	Iteration 52Q: 3 clusters Score -1.520556e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108880 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -15205642.000000 Penalty: 3788.328125
	Iteration 53Q: 3 clusters Score -1.520564e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109003 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -15205705.000000 Penalty: 3788.328125
	Iteration 54Q: 3 clusters Score -1.52057e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -15205762.000000 Penalty: 3788.328125
	Iteration 55Q: 3 clusters Score -1.520576e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109290 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -15205849.000000 Penalty: 3788.328125
	Iteration 56Q: 3 clusters Score -1.520585e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -15205914.000000 Penalty: 3788.328125
	Iteration 57Q: 3 clusters Score -1.520591e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -15205961.000000 Penalty: 3788.328125
	Iteration 58Q: 3 clusters Score -1.520596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -15206005.000000 Penalty: 3788.328125
	Iteration 59Q: 3 clusters Score -1.5206e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -15206066.000000 Penalty: 3788.328125
	Iteration 60F: 3 clusters Score -1.520607e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109891 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -15206140.000000 Penalty: 3788.328125
	Iteration 61Q: 3 clusters Score -1.520614e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -15206192.000000 Penalty: 3788.328125
	Iteration 62Q: 3 clusters Score -1.520619e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110107 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -15206251.000000 Penalty: 3788.328125
	Iteration 63Q: 3 clusters Score -1.520625e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110199 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -15206297.000000 Penalty: 3788.328125
	Iteration 64Q: 3 clusters Score -1.52063e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110288 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -15206371.000000 Penalty: 3788.328125
	Iteration 65Q: 3 clusters Score -1.520637e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -15206420.000000 Penalty: 3788.328125
	Iteration 66Q: 3 clusters Score -1.520642e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -15206463.000000 Penalty: 3788.328125
	Iteration 67Q: 3 clusters Score -1.520646e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -15206472.000000 Penalty: 3788.328125
	Iteration 68Q: 3 clusters Score -1.520647e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -15206509.000000 Penalty: 3788.328125
	Iteration 69Q: 3 clusters Score -1.520651e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -15206552.000000 Penalty: 3788.328125
	Iteration 70Q: 3 clusters Score -1.520655e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110783 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -15206582.000000 Penalty: 3788.328125
	Iteration 71Q: 3 clusters Score -1.520658e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110849 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -15206599.000000 Penalty: 3788.328125
	Iteration 72Q: 3 clusters Score -1.52066e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110914 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -15206655.000000 Penalty: 3788.328125
	Iteration 73Q: 3 clusters Score -1.520666e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -15206668.000000 Penalty: 3788.328125
	Iteration 74Q: 3 clusters Score -1.520667e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111071 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -15206713.000000 Penalty: 3788.328125
	Iteration 75Q: 3 clusters Score -1.520671e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -15206764.000000 Penalty: 3788.328125
	Iteration 76Q: 3 clusters Score -1.520676e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -15206760.000000 Penalty: 3788.328125
	Iteration 77Q: 3 clusters Score -1.520676e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -15206799.000000 Penalty: 3788.328125
	Iteration 78Q: 3 clusters Score -1.52068e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111356 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -15206799.000000 Penalty: 3788.328125
	Iteration 79Q: 3 clusters Score -1.52068e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -15206807.000000 Penalty: 3788.328125
	Iteration 80F: 3 clusters Score -1.520681e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111444 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -15206799.000000 Penalty: 3788.328125
	Iteration 81Q: 3 clusters Score -1.52068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -15206799.000000 Penalty: 3788.328125
	Iteration 82Q: 3 clusters Score -1.52068e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -15206815.000000 Penalty: 3788.328125
	Iteration 83Q: 3 clusters Score -1.520682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -15206829.000000 Penalty: 3788.328125
	Iteration 84Q: 3 clusters Score -1.520683e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -15206813.000000 Penalty: 3788.328125
	Iteration 85Q: 3 clusters Score -1.520681e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -15206817.000000 Penalty: 3788.328125
	Iteration 86Q: 3 clusters Score -1.520682e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111645 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -15206816.000000 Penalty: 3788.328125
	Iteration 87Q: 3 clusters Score -1.520682e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -15206824.000000 Penalty: 3788.328125
	Iteration 88Q: 3 clusters Score -1.520682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111708 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -15206841.000000 Penalty: 3788.328125
	Iteration 89Q: 3 clusters Score -1.520684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -15206840.000000 Penalty: 3788.328125
	Iteration 90Q: 3 clusters Score -1.520684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111739 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -15206855.000000 Penalty: 3788.328125
	Iteration 91Q: 3 clusters Score -1.520686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111756 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -15206856.000000 Penalty: 3788.328125
	Iteration 92Q: 3 clusters Score -1.520686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -15206863.000000 Penalty: 3788.328125
	Iteration 93Q: 3 clusters Score -1.520686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111817 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -15206847.000000 Penalty: 3788.328125
	Iteration 94Q: 3 clusters Score -1.520685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111845 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -15206864.000000 Penalty: 3788.328125
	Iteration 95Q: 3 clusters Score -1.520686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -15206884.000000 Penalty: 3788.328125
	Iteration 96Q: 3 clusters Score -1.520688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -15206908.000000 Penalty: 3788.328125
	Iteration 97Q: 3 clusters Score -1.520691e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -15206907.000000 Penalty: 3788.328125
	Iteration 98Q: 3 clusters Score -1.520691e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111978 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -15206903.000000 Penalty: 3788.328125
	Iteration 99Q: 3 clusters Score -1.52069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -15206892.000000 Penalty: 3788.328125
	Iteration 100F: 3 clusters Score -1.520689e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112023 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -15206888.000000 Penalty: 3788.328125
	Iteration 101Q: 3 clusters Score -1.520689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112043 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -15206891.000000 Penalty: 3788.328125
	Iteration 102Q: 3 clusters Score -1.520689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112060 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -15206895.000000 Penalty: 3788.328125
	Iteration 103Q: 3 clusters Score -1.52069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112080 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -15206894.000000 Penalty: 3788.328125
	Iteration 104Q: 3 clusters Score -1.520689e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112103 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -15206901.000000 Penalty: 3788.328125
	Iteration 105Q: 3 clusters Score -1.52069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112114 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -15206899.000000 Penalty: 3788.328125
	Iteration 106Q: 3 clusters Score -1.52069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112122 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -15206896.000000 Penalty: 3788.328125
	Iteration 107Q: 3 clusters Score -1.52069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112136 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -15206906.000000 Penalty: 3788.328125
	Iteration 108Q: 3 clusters Score -1.520691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -15206903.000000 Penalty: 3788.328125
	Iteration 109Q: 3 clusters Score -1.52069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -15206905.000000 Penalty: 3788.328125
	Iteration 110Q: 3 clusters Score -1.52069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112156 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -15206905.000000 Penalty: 3788.328125
	Iteration 111Q: 3 clusters Score -1.52069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112163 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -15206915.000000 Penalty: 3788.328125
	Iteration 112Q: 3 clusters Score -1.520692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112171 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -15206903.000000 Penalty: 3788.328125
	Iteration 113Q: 3 clusters Score -1.52069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112177 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -15206899.000000 Penalty: 3788.328125
	Iteration 114Q: 3 clusters Score -1.52069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112183 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -15206904.000000 Penalty: 3788.328125
	Iteration 115Q: 3 clusters Score -1.52069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -15206906.000000 Penalty: 3788.328125
	Iteration 116Q: 3 clusters Score -1.520691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -15206903.000000 Penalty: 3788.328125
	Iteration 117Q: 3 clusters Score -1.52069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -15206902.000000 Penalty: 3788.328125
	Iteration 118Q: 3 clusters Score -1.52069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112199 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -15206901.000000 Penalty: 3788.328125
	Iteration 119Q: 3 clusters Score -1.52069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112199 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -15206901.000000 Penalty: 3788.328125
	Iteration 120F: 3 clusters Score -1.52069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12984 members 
Mstep: Class 3 contains 47811 members 
Mstep: Class 4 contains 39081 members 
Mstep: Class 5 contains 51222 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 639 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 18991 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 112199 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 23 contains 79094 members 
Entering Unmasked Estep 
Score: -53909700.000000 Penalty: 42073.230469
Splitting cluster 18 changes total score from -53909352.000000 to -53909700.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (10465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Entering Unmasked Estep 
Score: -1324307.625000 Penalty: 1504.066162
	Iteration 0F: 2 clusters Score -1324308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1316816.000000 Penalty: 3008.132324
	Iteration 0F: 3 clusters Score -1316816 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1319242.875000 Penalty: 3008.132324
	Iteration 1F: 3 clusters Score -1319243 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1319486.625000 Penalty: 3008.132324
	Iteration 2F: 3 clusters Score -1319487 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1319676.750000 Penalty: 3008.132324
	Iteration 3Q: 3 clusters Score -1319677 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1319841.000000 Penalty: 3008.132324
	Iteration 4Q: 3 clusters Score -1319841 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1319980.625000 Penalty: 3008.132324
	Iteration 5Q: 3 clusters Score -1319981 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1320097.500000 Penalty: 3008.132324
	Iteration 6Q: 3 clusters Score -1320098 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1320210.500000 Penalty: 3008.132324
	Iteration 7Q: 3 clusters Score -1320210 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1320312.125000 Penalty: 3008.132324
	Iteration 8Q: 3 clusters Score -1320312 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1320401.250000 Penalty: 3008.132324
	Iteration 9Q: 3 clusters Score -1320401 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1320478.250000 Penalty: 3008.132324
	Iteration 10Q: 3 clusters Score -1320478 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1320578.625000 Penalty: 3008.132324
	Iteration 11Q: 3 clusters Score -1320579 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1320701.000000 Penalty: 3008.132324
	Iteration 12Q: 3 clusters Score -1320701 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1320851.500000 Penalty: 3008.132324
	Iteration 13Q: 3 clusters Score -1320852 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1321023.250000 Penalty: 3008.132324
	Iteration 14Q: 3 clusters Score -1321023 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1321242.000000 Penalty: 3008.132324
	Iteration 15Q: 3 clusters Score -1321242 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1321509.000000 Penalty: 3008.132324
	Iteration 16Q: 3 clusters Score -1321509 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1321785.625000 Penalty: 3008.132324
	Iteration 17Q: 3 clusters Score -1321786 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1322078.500000 Penalty: 3008.132324
	Iteration 18Q: 3 clusters Score -1322078 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1322310.250000 Penalty: 3008.132324
	Iteration 19Q: 3 clusters Score -1322310 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1322473.500000 Penalty: 3008.132324
	Iteration 20F: 3 clusters Score -1322474 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1322614.375000 Penalty: 3008.132324
	Iteration 21Q: 3 clusters Score -1322614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1322713.625000 Penalty: 3008.132324
	Iteration 22Q: 3 clusters Score -1322714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1322788.125000 Penalty: 3008.132324
	Iteration 23Q: 3 clusters Score -1322788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1322844.625000 Penalty: 3008.132324
	Iteration 24Q: 3 clusters Score -1322845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1322883.375000 Penalty: 3008.132324
	Iteration 25Q: 3 clusters Score -1322883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1322920.125000 Penalty: 3008.132324
	Iteration 26Q: 3 clusters Score -1322920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1322953.375000 Penalty: 3008.132324
	Iteration 27Q: 3 clusters Score -1322953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1322965.875000 Penalty: 3008.132324
	Iteration 28Q: 3 clusters Score -1322966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1322979.000000 Penalty: 3008.132324
	Iteration 29Q: 3 clusters Score -1322979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1322984.000000 Penalty: 3008.132324
	Iteration 30Q: 3 clusters Score -1322984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1322993.875000 Penalty: 3008.132324
	Iteration 31Q: 3 clusters Score -1322994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1322995.000000 Penalty: 3008.132324
	Iteration 32Q: 3 clusters Score -1322995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1322996.875000 Penalty: 3008.132324
	Iteration 33Q: 3 clusters Score -1322997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1323000.875000 Penalty: 3008.132324
	Iteration 34Q: 3 clusters Score -1323001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1323000.875000 Penalty: 3008.132324
	Iteration 35Q: 3 clusters Score -1323001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1323002.375000 Penalty: 3008.132324
	Iteration 36Q: 3 clusters Score -1323002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1323006.125000 Penalty: 3008.132324
	Iteration 37Q: 3 clusters Score -1323006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1323009.250000 Penalty: 3008.132324
	Iteration 38Q: 3 clusters Score -1323009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1323012.375000 Penalty: 3008.132324
	Iteration 39Q: 3 clusters Score -1323012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1323017.375000 Penalty: 3008.132324
	Iteration 40F: 3 clusters Score -1323017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1323017.500000 Penalty: 3008.132324
	Iteration 41Q: 3 clusters Score -1323018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1323022.000000 Penalty: 3008.132324
	Iteration 42Q: 3 clusters Score -1323022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1323023.875000 Penalty: 3008.132324
	Iteration 43Q: 3 clusters Score -1323024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1323024.000000 Penalty: 3008.132324
	Iteration 44Q: 3 clusters Score -1323024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1323024.625000 Penalty: 3008.132324
	Iteration 45Q: 3 clusters Score -1323025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1323026.625000 Penalty: 3008.132324
	Iteration 46Q: 3 clusters Score -1323027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1323024.875000 Penalty: 3008.132324
	Iteration 47Q: 3 clusters Score -1323025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1323024.875000 Penalty: 3008.132324
	Iteration 48F: 3 clusters Score -1323025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -38409.000000 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -38409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37645.027344 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -37645.03 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37896.953125 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -37896.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38048.917969 Penalty: 1933.958862
	Iteration 2F: 3 clusters Score -38048.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -38207.359375 Penalty: 1933.958862
	Iteration 3F: 3 clusters Score -38207.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -38543.476562 Penalty: 1933.958862
	Iteration 4F: 3 clusters Score -38543.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -38998.390625 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -38998.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -39104.031250 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -39104.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -39138.039062 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -39138.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -39175.828125 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -39175.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -39187.925781 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -39187.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -39187.925781 Penalty: 1933.958862
	Iteration 10F: 3 clusters Score -39187.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12984 members 
Mstep: Class 3 contains 47811 members 
Mstep: Class 4 contains 39081 members 
Mstep: Class 5 contains 51222 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 639 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 18991 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 74 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 112199 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 23 contains 79094 members 
Entering Unmasked Estep 
Score: -53909328.000000 Penalty: 44176.890625
Splitting cluster 20 changes total score from -53909352.000000 to -53909328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -372160.562500 Penalty: 1305.732910
	Iteration 0F: 2 clusters Score -372160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -369412.750000 Penalty: 2611.465820
	Iteration 0F: 3 clusters Score -369412.8 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -370141.406250 Penalty: 2611.465820
	Iteration 1F: 3 clusters Score -370141.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -370431.281250 Penalty: 2611.465820
	Iteration 2F: 3 clusters Score -370431.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -370647.468750 Penalty: 2611.465820
	Iteration 3F: 3 clusters Score -370647.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -370892.281250 Penalty: 2611.465820
	Iteration 4F: 3 clusters Score -370892.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -371115.781250 Penalty: 2611.465820
	Iteration 5F: 3 clusters Score -371115.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -371252.312500 Penalty: 2611.465820
	Iteration 6F: 3 clusters Score -371252.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -371333.843750 Penalty: 2611.465820
	Iteration 7Q: 3 clusters Score -371333.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -371386.156250 Penalty: 2611.465820
	Iteration 8Q: 3 clusters Score -371386.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -371430.031250 Penalty: 2611.465820
	Iteration 9Q: 3 clusters Score -371430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -371463.625000 Penalty: 2611.465820
	Iteration 10Q: 3 clusters Score -371463.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -371492.437500 Penalty: 2611.465820
	Iteration 11Q: 3 clusters Score -371492.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -371522.468750 Penalty: 2611.465820
	Iteration 12Q: 3 clusters Score -371522.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -371548.687500 Penalty: 2611.465820
	Iteration 13Q: 3 clusters Score -371548.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -371561.562500 Penalty: 2611.465820
	Iteration 14Q: 3 clusters Score -371561.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -371572.718750 Penalty: 2611.465820
	Iteration 15Q: 3 clusters Score -371572.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -371579.781250 Penalty: 2611.465820
	Iteration 16Q: 3 clusters Score -371579.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -371586.937500 Penalty: 2611.465820
	Iteration 17Q: 3 clusters Score -371586.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -371591.000000 Penalty: 2611.465820
	Iteration 18Q: 3 clusters Score -371591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -371594.406250 Penalty: 2611.465820
	Iteration 19Q: 3 clusters Score -371594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -371596.406250 Penalty: 2611.465820
	Iteration 20F: 3 clusters Score -371596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -371597.656250 Penalty: 2611.465820
	Iteration 21Q: 3 clusters Score -371597.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -371598.843750 Penalty: 2611.465820
	Iteration 22Q: 3 clusters Score -371598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -371598.906250 Penalty: 2611.465820
	Iteration 23Q: 3 clusters Score -371598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -371599.218750 Penalty: 2611.465820
	Iteration 24Q: 3 clusters Score -371599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -371600.468750 Penalty: 2611.465820
	Iteration 25Q: 3 clusters Score -371600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -371601.593750 Penalty: 2611.465820
	Iteration 26Q: 3 clusters Score -371601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -371601.937500 Penalty: 2611.465820
	Iteration 27Q: 3 clusters Score -371601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -371601.937500 Penalty: 2611.465820
	Iteration 28F: 3 clusters Score -371601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (79094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Entering Unmasked Estep 
Score: -10399597.000000 Penalty: 1832.738647
	Iteration 0F: 2 clusters Score -1.03996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -10349628.000000 Penalty: 3665.477295
	Iteration 0F: 3 clusters Score -1.034963e+07 nChanged 37591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -10371633.000000 Penalty: 3665.477295
	Iteration 1F: 3 clusters Score -1.037163e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -10372874.000000 Penalty: 3665.477295
	Iteration 2Q: 3 clusters Score -1.037287e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -10375145.000000 Penalty: 3665.477295
	Iteration 3Q: 3 clusters Score -1.037514e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -10378749.000000 Penalty: 3665.477295
	Iteration 4F: 3 clusters Score -1.037875e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -10382569.000000 Penalty: 3665.477295
	Iteration 5F: 3 clusters Score -1.038257e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -10385928.000000 Penalty: 3665.477295
	Iteration 6F: 3 clusters Score -1.038593e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -10388672.000000 Penalty: 3665.477295
	Iteration 7F: 3 clusters Score -1.038867e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -10391503.000000 Penalty: 3665.477295
	Iteration 8F: 3 clusters Score -1.03915e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -10394380.000000 Penalty: 3665.477295
	Iteration 9Q: 3 clusters Score -1.039438e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -10396518.000000 Penalty: 3665.477295
	Iteration 10Q: 3 clusters Score -1.039652e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -10397768.000000 Penalty: 3665.477295
	Iteration 11Q: 3 clusters Score -1.039777e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -10398811.000000 Penalty: 3665.477295
	Iteration 12Q: 3 clusters Score -1.039881e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -10399611.000000 Penalty: 3665.477295
	Iteration 13Q: 3 clusters Score -1.039961e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -10400259.000000 Penalty: 3665.477295
	Iteration 14Q: 3 clusters Score -1.040026e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -10400881.000000 Penalty: 3665.477295
	Iteration 15Q: 3 clusters Score -1.040088e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -10401386.000000 Penalty: 3665.477295
	Iteration 16Q: 3 clusters Score -1.040139e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -10401856.000000 Penalty: 3665.477295
	Iteration 17Q: 3 clusters Score -1.040186e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -10402291.000000 Penalty: 3665.477295
	Iteration 18Q: 3 clusters Score -1.040229e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -10402772.000000 Penalty: 3665.477295
	Iteration 19Q: 3 clusters Score -1.040277e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -10403344.000000 Penalty: 3665.477295
	Iteration 20F: 3 clusters Score -1.040334e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -10403924.000000 Penalty: 3665.477295
	Iteration 21Q: 3 clusters Score -1.040392e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -10404515.000000 Penalty: 3665.477295
	Iteration 22Q: 3 clusters Score -1.040452e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -10404929.000000 Penalty: 3665.477295
	Iteration 23Q: 3 clusters Score -1.040493e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -10405187.000000 Penalty: 3665.477295
	Iteration 24Q: 3 clusters Score -1.040519e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -10405336.000000 Penalty: 3665.477295
	Iteration 25Q: 3 clusters Score -1.040534e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -10405403.000000 Penalty: 3665.477295
	Iteration 26Q: 3 clusters Score -1.04054e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -10405443.000000 Penalty: 3665.477295
	Iteration 27Q: 3 clusters Score -1.040544e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -10405436.000000 Penalty: 3665.477295
	Iteration 28Q: 3 clusters Score -1.040544e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -10405415.000000 Penalty: 3665.477295
	Iteration 29Q: 3 clusters Score -1.040542e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -10405430.000000 Penalty: 3665.477295
	Iteration 30Q: 3 clusters Score -1.040543e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -10405387.000000 Penalty: 3665.477295
	Iteration 31Q: 3 clusters Score -1.040539e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -10405408.000000 Penalty: 3665.477295
	Iteration 32Q: 3 clusters Score -1.040541e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -10405416.000000 Penalty: 3665.477295
	Iteration 33Q: 3 clusters Score -1.040542e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -10405419.000000 Penalty: 3665.477295
	Iteration 34Q: 3 clusters Score -1.040542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -10405412.000000 Penalty: 3665.477295
	Iteration 35Q: 3 clusters Score -1.040541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -10405425.000000 Penalty: 3665.477295
	Iteration 36Q: 3 clusters Score -1.040542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -10405424.000000 Penalty: 3665.477295
	Iteration 37Q: 3 clusters Score -1.040542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -10405429.000000 Penalty: 3665.477295
	Iteration 38Q: 3 clusters Score -1.040543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -10405410.000000 Penalty: 3665.477295
	Iteration 39Q: 3 clusters Score -1.040541e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -10405404.000000 Penalty: 3665.477295
	Iteration 40F: 3 clusters Score -1.04054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -10405406.000000 Penalty: 3665.477295
	Iteration 41Q: 3 clusters Score -1.040541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -10405406.000000 Penalty: 3665.477295
	Iteration 42Q: 3 clusters Score -1.040541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -10405416.000000 Penalty: 3665.477295
	Iteration 43Q: 3 clusters Score -1.040542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -10405407.000000 Penalty: 3665.477295
	Iteration 44Q: 3 clusters Score -1.040541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -10405415.000000 Penalty: 3665.477295
	Iteration 45Q: 3 clusters Score -1.040542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -10405404.000000 Penalty: 3665.477295
	Iteration 46Q: 3 clusters Score -1.04054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -10405407.000000 Penalty: 3665.477295
	Iteration 47Q: 3 clusters Score -1.040541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -10405407.000000 Penalty: 3665.477295
	Iteration 48F: 3 clusters Score -1.040541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12984 members 
Mstep: Class 3 contains 47811 members 
Mstep: Class 4 contains 39081 members 
Mstep: Class 5 contains 51222 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 639 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 18991 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 13061 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 112199 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 23 contains 66033 members 
Entering Unmasked Estep 
Score: -53914768.000000 Penalty: 44176.890625
Splitting cluster 23 changes total score from -53909352.000000 to -53914768.000000
So it's getting split into cluster 14.
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12984 members 
Mstep: Class 3 contains 47811 members 
Mstep: Class 4 contains 39081 members 
Mstep: Class 5 contains 51222 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 639 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 18991 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 112199 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 23 contains 66033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53917720.000000 Penalty: 44176.890625
Iteration 39Q: 22 clusters Score -5.391772e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 13006 members 
Mstep: Class 3 contains 48386 members 
Mstep: Class 4 contains 38826 members 
Mstep: Class 5 contains 51570 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 1237 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 637 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 19256 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 1656 members 
Mstep: Class 18 contains 112277 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 3075 members 
Mstep: Class 23 contains 65301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53920236.000000 Penalty: 44176.890625
Iteration 40F: 22 clusters Score -5.392024e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 12937 members 
Mstep: Class 3 contains 48780 members 
Mstep: Class 4 contains 38619 members 
Mstep: Class 5 contains 52161 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 12300 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 19443 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 12874 members 
Mstep: Class 16 contains 6668 members 
Mstep: Class 17 contains 1650 members 
Mstep: Class 18 contains 112255 members 
Mstep: Class 19 contains 10525 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 23 contains 64577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921392.000000 Penalty: 44176.890625
Iteration 41Q: 22 clusters Score -5.392139e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 49146 members 
Mstep: Class 4 contains 38571 members 
Mstep: Class 5 contains 52552 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 12130 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 19607 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 12913 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 112132 members 
Mstep: Class 19 contains 10645 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 2879 members 
Mstep: Class 23 contains 64067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53922052.000000 Penalty: 44176.890625
Iteration 42Q: 22 clusters Score -5.392205e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12859 members 
Mstep: Class 3 contains 49416 members 
Mstep: Class 4 contains 38668 members 
Mstep: Class 5 contains 52838 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 11952 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 19730 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 12950 members 
Mstep: Class 16 contains 6612 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 111951 members 
Mstep: Class 19 contains 10739 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 23 contains 63720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53922328.000000 Penalty: 44176.890625
Iteration 43Q: 22 clusters Score -5.392233e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12810 members 
Mstep: Class 3 contains 49658 members 
Mstep: Class 4 contains 38881 members 
Mstep: Class 5 contains 53042 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 11785 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 19822 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 13012 members 
Mstep: Class 16 contains 6597 members 
Mstep: Class 17 contains 1644 members 
Mstep: Class 18 contains 111713 members 
Mstep: Class 19 contains 10825 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 2754 members 
Mstep: Class 23 contains 63426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53922908.000000 Penalty: 44176.890625
Iteration 44Q: 22 clusters Score -5.392291e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12773 members 
Mstep: Class 3 contains 49865 members 
Mstep: Class 4 contains 39114 members 
Mstep: Class 5 contains 53200 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 587 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19865 members 
Mstep: Class 13 contains 3713 members 
Mstep: Class 14 contains 13089 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 1643 members 
Mstep: Class 18 contains 111476 members 
Mstep: Class 19 contains 10899 members 
Mstep: Class 20 contains 373 members 
Mstep: Class 21 contains 2705 members 
Mstep: Class 23 contains 63225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53923356.000000 Penalty: 44176.890625
Iteration 45Q: 22 clusters Score -5.392336e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12750 members 
Mstep: Class 3 contains 50044 members 
Mstep: Class 4 contains 39386 members 
Mstep: Class 5 contains 53309 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 11449 members 
Mstep: Class 8 contains 1025 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 19888 members 
Mstep: Class 13 contains 3730 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 16 contains 6585 members 
Mstep: Class 17 contains 1638 members 
Mstep: Class 18 contains 111227 members 
Mstep: Class 19 contains 10964 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 23 contains 63081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53923896.000000 Penalty: 44176.890625
Iteration 46Q: 22 clusters Score -5.39239e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 12729 members 
Mstep: Class 3 contains 50158 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 53392 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 11271 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 19906 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 13364 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 111000 members 
Mstep: Class 19 contains 11027 members 
Mstep: Class 20 contains 367 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 23 contains 62971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53924140.000000 Penalty: 44176.890625
Iteration 47Q: 22 clusters Score -5.392414e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12711 members 
Mstep: Class 3 contains 50254 members 
Mstep: Class 4 contains 39991 members 
Mstep: Class 5 contains 53459 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 11105 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 3771 members 
Mstep: Class 14 contains 13501 members 
Mstep: Class 16 contains 6575 members 
Mstep: Class 17 contains 1637 members 
Mstep: Class 18 contains 110751 members 
Mstep: Class 19 contains 11081 members 
Mstep: Class 20 contains 364 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 23 contains 62874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53924372.000000 Penalty: 44176.890625
Iteration 48Q: 22 clusters Score -5.392437e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 12691 members 
Mstep: Class 3 contains 50331 members 
Mstep: Class 4 contains 40318 members 
Mstep: Class 5 contains 53520 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 10960 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 2249 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19932 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 13640 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 1637 members 
Mstep: Class 18 contains 110485 members 
Mstep: Class 19 contains 11121 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 23 contains 62785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53924952.000000 Penalty: 44176.890625
Iteration 49Q: 22 clusters Score -5.392495e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12664 members 
Mstep: Class 3 contains 50398 members 
Mstep: Class 4 contains 40637 members 
Mstep: Class 5 contains 53558 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 10810 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 2112 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 19940 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 13777 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 1634 members 
Mstep: Class 18 contains 110233 members 
Mstep: Class 19 contains 11155 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 23 contains 62735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925096.000000 Penalty: 44176.890625
Iteration 50Q: 22 clusters Score -5.39251e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12643 members 
Mstep: Class 3 contains 50437 members 
Mstep: Class 4 contains 40936 members 
Mstep: Class 5 contains 53585 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 10650 members 
Mstep: Class 8 contains 917 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19952 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 13924 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 110027 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 2558 members 
Mstep: Class 23 contains 62711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925500.000000 Penalty: 44176.890625
Iteration 51Q: 22 clusters Score -5.39255e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12612 members 
Mstep: Class 3 contains 50464 members 
Mstep: Class 4 contains 41230 members 
Mstep: Class 5 contains 53610 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 10500 members 
Mstep: Class 8 contains 911 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 19974 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 14097 members 
Mstep: Class 16 contains 6573 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 109818 members 
Mstep: Class 19 contains 11187 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 2550 members 
Mstep: Class 23 contains 62686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925688.000000 Penalty: 44176.890625
Iteration 52Q: 22 clusters Score -5.392569e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12595 members 
Mstep: Class 3 contains 50511 members 
Mstep: Class 4 contains 41552 members 
Mstep: Class 5 contains 53626 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 10374 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 19978 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 14239 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 109550 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 2536 members 
Mstep: Class 23 contains 62664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925852.000000 Penalty: 44176.890625
Iteration 53Q: 22 clusters Score -5.392585e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 12573 members 
Mstep: Class 3 contains 50558 members 
Mstep: Class 4 contains 41924 members 
Mstep: Class 5 contains 53634 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 10260 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 1616 members 
Mstep: Class 10 contains 550 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 19982 members 
Mstep: Class 13 contains 3891 members 
Mstep: Class 14 contains 14344 members 
Mstep: Class 16 contains 6579 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 109222 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 2535 members 
Mstep: Class 23 contains 62652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926124.000000 Penalty: 44176.890625
Iteration 54Q: 22 clusters Score -5.392612e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 50592 members 
Mstep: Class 4 contains 42304 members 
Mstep: Class 5 contains 53639 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 10163 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 550 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19987 members 
Mstep: Class 13 contains 3913 members 
Mstep: Class 14 contains 14407 members 
Mstep: Class 16 contains 6567 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 108892 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 361 members 
Mstep: Class 21 contains 2531 members 
Mstep: Class 23 contains 62638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926392.000000 Penalty: 44176.890625
Iteration 55Q: 22 clusters Score -5.392639e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12527 members 
Mstep: Class 3 contains 50639 members 
Mstep: Class 4 contains 42732 members 
Mstep: Class 5 contains 53640 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 10065 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 1529 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19984 members 
Mstep: Class 13 contains 3927 members 
Mstep: Class 14 contains 14469 members 
Mstep: Class 16 contains 6564 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 108510 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 23 contains 62632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926444.000000 Penalty: 44176.890625
Iteration 56Q: 22 clusters Score -5.392644e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12504 members 
Mstep: Class 3 contains 50680 members 
Mstep: Class 4 contains 43179 members 
Mstep: Class 5 contains 53632 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 9975 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 548 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19985 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 14515 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 108106 members 
Mstep: Class 19 contains 11207 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 23 contains 62622 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -5.392656e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12497 members 
Mstep: Class 3 contains 50716 members 
Mstep: Class 4 contains 43621 members 
Mstep: Class 5 contains 53630 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 9869 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19983 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 14546 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 107708 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 23 contains 62613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926520.000000 Penalty: 44176.890625
Iteration 58Q: 22 clusters Score -5.392652e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 12499 members 
Mstep: Class 3 contains 50747 members 
Mstep: Class 4 contains 44111 members 
Mstep: Class 5 contains 53625 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19980 members 
Mstep: Class 13 contains 3999 members 
Mstep: Class 14 contains 14569 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 107260 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 23 contains 62595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926576.000000 Penalty: 44176.890625
Iteration 59Q: 22 clusters Score -5.392658e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12492 members 
Mstep: Class 3 contains 50760 members 
Mstep: Class 4 contains 44623 members 
Mstep: Class 5 contains 53629 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 9706 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19981 members 
Mstep: Class 13 contains 4027 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 106782 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 23 contains 62589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926920.000000 Penalty: 44176.890625
Iteration 60F: 22 clusters Score -5.392692e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12481 members 
Mstep: Class 3 contains 50764 members 
Mstep: Class 4 contains 45230 members 
Mstep: Class 5 contains 53628 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 9631 members 
Mstep: Class 8 contains 915 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19977 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 14607 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 106203 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 361 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 23 contains 62580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926976.000000 Penalty: 44176.890625
Iteration 61Q: 22 clusters Score -5.392698e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12470 members 
Mstep: Class 3 contains 50778 members 
Mstep: Class 4 contains 45867 members 
Mstep: Class 5 contains 53622 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 9575 members 
Mstep: Class 8 contains 917 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19973 members 
Mstep: Class 13 contains 4094 members 
Mstep: Class 14 contains 14621 members 
Mstep: Class 16 contains 6564 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 105593 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 23 contains 62580 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 22 clusters Score -5.392681e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12464 members 
Mstep: Class 3 contains 50813 members 
Mstep: Class 4 contains 46566 members 
Mstep: Class 5 contains 53615 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 9499 members 
Mstep: Class 8 contains 915 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19972 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 14631 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 104913 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 23 contains 62579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926728.000000 Penalty: 44176.890625
Iteration 63Q: 22 clusters Score -5.392673e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12463 members 
Mstep: Class 3 contains 50832 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 53615 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 9422 members 
Mstep: Class 8 contains 916 members 
Mstep: Class 9 contains 1429 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19969 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 14639 members 
Mstep: Class 16 contains 6555 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 104151 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 23 contains 62576 members 
Entering Unmasked Estep 
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Iteration 64Q: 22 clusters Score -5.392638e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 50862 members 
Mstep: Class 4 contains 48230 members 
Mstep: Class 5 contains 53608 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 9352 members 
Mstep: Class 8 contains 916 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 19965 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 103311 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2498 members 
Mstep: Class 23 contains 62577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926100.000000 Penalty: 44176.890625
Iteration 65Q: 22 clusters Score -5.39261e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12454 members 
Mstep: Class 3 contains 50874 members 
Mstep: Class 4 contains 49211 members 
Mstep: Class 5 contains 53604 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 9294 members 
Mstep: Class 8 contains 915 members 
Mstep: Class 9 contains 1407 members 
Mstep: Class 10 contains 503 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 19966 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 102353 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 23 contains 62576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925676.000000 Penalty: 44176.890625
Iteration 66Q: 22 clusters Score -5.392568e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12453 members 
Mstep: Class 3 contains 50884 members 
Mstep: Class 4 contains 50327 members 
Mstep: Class 5 contains 53597 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 9240 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 498 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 19961 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 14 contains 14670 members 
Mstep: Class 16 contains 6556 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 101271 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 23 contains 62574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925484.000000 Penalty: 44176.890625
Iteration 67Q: 22 clusters Score -5.392548e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 12450 members 
Mstep: Class 3 contains 50923 members 
Mstep: Class 4 contains 51598 members 
Mstep: Class 5 contains 53594 members 
Mstep: Class 6 contains 1343 members 
Mstep: Class 7 contains 9178 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 1388 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19957 members 
Mstep: Class 13 contains 4203 members 
Mstep: Class 14 contains 14674 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 100036 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 23 contains 62575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925660.000000 Penalty: 44176.890625
Iteration 68Q: 22 clusters Score -5.392566e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12447 members 
Mstep: Class 3 contains 50922 members 
Mstep: Class 4 contains 52977 members 
Mstep: Class 5 contains 53586 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 9119 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19954 members 
Mstep: Class 13 contains 4211 members 
Mstep: Class 14 contains 14681 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 98715 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 23 contains 62578 members 
Entering Unmasked Estep 
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Score: -53925928.000000 Penalty: 44176.890625
Iteration 69Q: 22 clusters Score -5.392593e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12443 members 
Mstep: Class 3 contains 50925 members 
Mstep: Class 4 contains 54440 members 
Mstep: Class 5 contains 53576 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 9046 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1377 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19953 members 
Mstep: Class 13 contains 4214 members 
Mstep: Class 14 contains 14682 members 
Mstep: Class 16 contains 6534 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 97343 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 23 contains 62579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926268.000000 Penalty: 44176.890625
Iteration 70Q: 22 clusters Score -5.392627e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12438 members 
Mstep: Class 3 contains 50926 members 
Mstep: Class 4 contains 56016 members 
Mstep: Class 5 contains 53573 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1375 members 
Mstep: Class 10 contains 491 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19954 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 14 contains 14685 members 
Mstep: Class 16 contains 6522 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 95836 members 
Mstep: Class 19 contains 11309 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 23 contains 62581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926720.000000 Penalty: 44176.890625
Iteration 71Q: 22 clusters Score -5.392672e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12438 members 
Mstep: Class 3 contains 50913 members 
Mstep: Class 4 contains 57619 members 
Mstep: Class 5 contains 53574 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 8912 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19953 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 14690 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 94335 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 23 contains 62581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53927072.000000 Penalty: 44176.890625
Iteration 72Q: 22 clusters Score -5.392707e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12441 members 
Mstep: Class 3 contains 50882 members 
Mstep: Class 4 contains 59352 members 
Mstep: Class 5 contains 53569 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 8851 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 488 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 19952 members 
Mstep: Class 13 contains 4234 members 
Mstep: Class 14 contains 14694 members 
Mstep: Class 16 contains 6468 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 92719 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 23 contains 62577 members 
Entering Unmasked Estep 
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Iteration 73Q: 22 clusters Score -5.392782e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12437 members 
Mstep: Class 3 contains 50864 members 
Mstep: Class 4 contains 61171 members 
Mstep: Class 5 contains 53569 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 1362 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19950 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 14699 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 91017 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 23 contains 62573 members 
Entering Unmasked Estep 
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Iteration 74Q: 22 clusters Score -5.392821e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12437 members 
Mstep: Class 3 contains 50848 members 
Mstep: Class 4 contains 62988 members 
Mstep: Class 5 contains 53565 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 8665 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19949 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 14706 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 89363 members 
Mstep: Class 19 contains 11308 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 23 contains 62565 members 
Entering Unmasked Estep 
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Iteration 75Q: 22 clusters Score -5.392865e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12430 members 
Mstep: Class 3 contains 50829 members 
Mstep: Class 4 contains 64570 members 
Mstep: Class 5 contains 53557 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 8560 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 19948 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 14706 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 87935 members 
Mstep: Class 19 contains 11309 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 23 contains 62559 members 
Entering Unmasked Estep 
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Iteration 76Q: 22 clusters Score -5.392932e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12427 members 
Mstep: Class 3 contains 50804 members 
Mstep: Class 4 contains 66033 members 
Mstep: Class 5 contains 53536 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 8475 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 19951 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 14704 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 86636 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 23 contains 62555 members 
Entering Unmasked Estep 
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Iteration 77Q: 22 clusters Score -5.392997e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12424 members 
Mstep: Class 3 contains 50777 members 
Mstep: Class 4 contains 67350 members 
Mstep: Class 5 contains 53525 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 8397 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 19951 members 
Mstep: Class 13 contains 4254 members 
Mstep: Class 14 contains 14707 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 85452 members 
Mstep: Class 19 contains 11316 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 23 contains 62552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53930556.000000 Penalty: 44176.890625
Iteration 78Q: 22 clusters Score -5.393056e+07 nChanged 1823
Entering ConstructFrom: 
Score: -53930556.000000 Penalty: 44176.890625
Entering ConstructFrom: 
Trying to split cluster 1 (12522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Entering Unmasked Estep 
Score: -1653568.500000 Penalty: 1533.226929
	Iteration 0F: 2 clusters Score -1653568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1644756.375000 Penalty: 3066.453857
	Iteration 0F: 3 clusters Score -1644756 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1647737.500000 Penalty: 3066.453857
	Iteration 1F: 3 clusters Score -1647738 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1648076.375000 Penalty: 3066.453857
	Iteration 2F: 3 clusters Score -1648076 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1648365.625000 Penalty: 3066.453857
	Iteration 3F: 3 clusters Score -1648366 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1648633.000000 Penalty: 3066.453857
	Iteration 4Q: 3 clusters Score -1648633 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1648871.625000 Penalty: 3066.453857
	Iteration 5Q: 3 clusters Score -1648872 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1649044.000000 Penalty: 3066.453857
	Iteration 6Q: 3 clusters Score -1649044 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1649183.750000 Penalty: 3066.453857
	Iteration 7Q: 3 clusters Score -1649184 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1649282.750000 Penalty: 3066.453857
	Iteration 8Q: 3 clusters Score -1649283 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1649392.500000 Penalty: 3066.453857
	Iteration 9Q: 3 clusters Score -1649392 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1649467.375000 Penalty: 3066.453857
	Iteration 10Q: 3 clusters Score -1649467 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1649525.125000 Penalty: 3066.453857
	Iteration 11Q: 3 clusters Score -1649525 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1649575.750000 Penalty: 3066.453857
	Iteration 12Q: 3 clusters Score -1649576 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1649613.375000 Penalty: 3066.453857
	Iteration 13Q: 3 clusters Score -1649613 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1649640.875000 Penalty: 3066.453857
	Iteration 14Q: 3 clusters Score -1649641 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1649666.625000 Penalty: 3066.453857
	Iteration 15Q: 3 clusters Score -1649667 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1649689.375000 Penalty: 3066.453857
	Iteration 16Q: 3 clusters Score -1649689 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1649707.500000 Penalty: 3066.453857
	Iteration 17Q: 3 clusters Score -1649708 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1649727.125000 Penalty: 3066.453857
	Iteration 18Q: 3 clusters Score -1649727 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1649743.625000 Penalty: 3066.453857
	Iteration 19Q: 3 clusters Score -1649744 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1649752.500000 Penalty: 3066.453857
	Iteration 20F: 3 clusters Score -1649752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1649767.125000 Penalty: 3066.453857
	Iteration 21Q: 3 clusters Score -1649767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1649784.750000 Penalty: 3066.453857
	Iteration 22Q: 3 clusters Score -1649785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1649792.000000 Penalty: 3066.453857
	Iteration 23Q: 3 clusters Score -1649792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1649806.875000 Penalty: 3066.453857
	Iteration 24Q: 3 clusters Score -1649807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1649811.375000 Penalty: 3066.453857
	Iteration 25Q: 3 clusters Score -1649811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1649823.875000 Penalty: 3066.453857
	Iteration 26Q: 3 clusters Score -1649824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1649831.250000 Penalty: 3066.453857
	Iteration 27Q: 3 clusters Score -1649831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1649841.375000 Penalty: 3066.453857
	Iteration 28Q: 3 clusters Score -1649841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1649848.500000 Penalty: 3066.453857
	Iteration 29Q: 3 clusters Score -1649848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1649846.375000 Penalty: 3066.453857
	Iteration 30Q: 3 clusters Score -1649846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1649854.000000 Penalty: 3066.453857
	Iteration 31Q: 3 clusters Score -1649854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1649854.625000 Penalty: 3066.453857
	Iteration 32Q: 3 clusters Score -1649855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1649859.750000 Penalty: 3066.453857
	Iteration 33Q: 3 clusters Score -1649860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1649861.500000 Penalty: 3066.453857
	Iteration 34Q: 3 clusters Score -1649862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1649867.625000 Penalty: 3066.453857
	Iteration 35Q: 3 clusters Score -1649868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1649870.875000 Penalty: 3066.453857
	Iteration 36Q: 3 clusters Score -1649871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1649874.500000 Penalty: 3066.453857
	Iteration 37Q: 3 clusters Score -1649874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1649875.125000 Penalty: 3066.453857
	Iteration 38Q: 3 clusters Score -1649875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1649874.750000 Penalty: 3066.453857
	Iteration 39Q: 3 clusters Score -1649875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1649878.625000 Penalty: 3066.453857
	Iteration 40F: 3 clusters Score -1649879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1649882.875000 Penalty: 3066.453857
	Iteration 41Q: 3 clusters Score -1649883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1649883.250000 Penalty: 3066.453857
	Iteration 42Q: 3 clusters Score -1649883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1649889.500000 Penalty: 3066.453857
	Iteration 43Q: 3 clusters Score -1649890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1649888.875000 Penalty: 3066.453857
	Iteration 44Q: 3 clusters Score -1649889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1649894.000000 Penalty: 3066.453857
	Iteration 45Q: 3 clusters Score -1649894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1649901.125000 Penalty: 3066.453857
	Iteration 46Q: 3 clusters Score -1649901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1649899.875000 Penalty: 3066.453857
	Iteration 47Q: 3 clusters Score -1649900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1649899.625000 Penalty: 3066.453857
	Iteration 48Q: 3 clusters Score -1649900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1649903.375000 Penalty: 3066.453857
	Iteration 49Q: 3 clusters Score -1649903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1649907.750000 Penalty: 3066.453857
	Iteration 50Q: 3 clusters Score -1649908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1649908.625000 Penalty: 3066.453857
	Iteration 51Q: 3 clusters Score -1649909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1649912.000000 Penalty: 3066.453857
	Iteration 52Q: 3 clusters Score -1649912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1649918.875000 Penalty: 3066.453857
	Iteration 53Q: 3 clusters Score -1649919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1649924.000000 Penalty: 3066.453857
	Iteration 54Q: 3 clusters Score -1649924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1649934.250000 Penalty: 3066.453857
	Iteration 55Q: 3 clusters Score -1649934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1649940.750000 Penalty: 3066.453857
	Iteration 56Q: 3 clusters Score -1649941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1649944.750000 Penalty: 3066.453857
	Iteration 57Q: 3 clusters Score -1649945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1649952.750000 Penalty: 3066.453857
	Iteration 58Q: 3 clusters Score -1649953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1649954.875000 Penalty: 3066.453857
	Iteration 59Q: 3 clusters Score -1649955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1649960.250000 Penalty: 3066.453857
	Iteration 60F: 3 clusters Score -1649960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1649973.125000 Penalty: 3066.453857
	Iteration 61Q: 3 clusters Score -1649973 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1649980.375000 Penalty: 3066.453857
	Iteration 62Q: 3 clusters Score -1649980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1649992.250000 Penalty: 3066.453857
	Iteration 63Q: 3 clusters Score -1649992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1650000.625000 Penalty: 3066.453857
	Iteration 64Q: 3 clusters Score -1650001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1650011.375000 Penalty: 3066.453857
	Iteration 65Q: 3 clusters Score -1650011 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1650033.000000 Penalty: 3066.453857
	Iteration 66Q: 3 clusters Score -1650033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1650048.500000 Penalty: 3066.453857
	Iteration 67Q: 3 clusters Score -1650048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1650064.375000 Penalty: 3066.453857
	Iteration 68Q: 3 clusters Score -1650064 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1650090.375000 Penalty: 3066.453857
	Iteration 69Q: 3 clusters Score -1650090 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1650130.250000 Penalty: 3066.453857
	Iteration 70Q: 3 clusters Score -1650130 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1650173.875000 Penalty: 3066.453857
	Iteration 71Q: 3 clusters Score -1650174 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1650221.500000 Penalty: 3066.453857
	Iteration 72Q: 3 clusters Score -1650222 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1650300.375000 Penalty: 3066.453857
	Iteration 73Q: 3 clusters Score -1650300 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1650388.000000 Penalty: 3066.453857
	Iteration 74Q: 3 clusters Score -1650388 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1650503.625000 Penalty: 3066.453857
	Iteration 75Q: 3 clusters Score -1650504 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1650634.500000 Penalty: 3066.453857
	Iteration 76Q: 3 clusters Score -1650634 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1650778.250000 Penalty: 3066.453857
	Iteration 77Q: 3 clusters Score -1650778 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1650938.375000 Penalty: 3066.453857
	Iteration 78Q: 3 clusters Score -1650938 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1651110.125000 Penalty: 3066.453857
	Iteration 79Q: 3 clusters Score -1651110 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1651280.625000 Penalty: 3066.453857
	Iteration 80F: 3 clusters Score -1651281 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1651481.500000 Penalty: 3066.453857
	Iteration 81Q: 3 clusters Score -1651482 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1651642.750000 Penalty: 3066.453857
	Iteration 82Q: 3 clusters Score -1651643 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1651772.250000 Penalty: 3066.453857
	Iteration 83Q: 3 clusters Score -1651772 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1651881.875000 Penalty: 3066.453857
	Iteration 84Q: 3 clusters Score -1651882 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1651961.625000 Penalty: 3066.453857
	Iteration 85Q: 3 clusters Score -1651962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1652009.375000 Penalty: 3066.453857
	Iteration 86Q: 3 clusters Score -1652009 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1652060.250000 Penalty: 3066.453857
	Iteration 87Q: 3 clusters Score -1652060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1652097.625000 Penalty: 3066.453857
	Iteration 88Q: 3 clusters Score -1652098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1652120.750000 Penalty: 3066.453857
	Iteration 89Q: 3 clusters Score -1652121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1652146.500000 Penalty: 3066.453857
	Iteration 90Q: 3 clusters Score -1652146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1652168.000000 Penalty: 3066.453857
	Iteration 91Q: 3 clusters Score -1652168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1652189.875000 Penalty: 3066.453857
	Iteration 92Q: 3 clusters Score -1652190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1652205.000000 Penalty: 3066.453857
	Iteration 93Q: 3 clusters Score -1652205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1652219.875000 Penalty: 3066.453857
	Iteration 94Q: 3 clusters Score -1652220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1652240.000000 Penalty: 3066.453857
	Iteration 95Q: 3 clusters Score -1652240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1652252.875000 Penalty: 3066.453857
	Iteration 96Q: 3 clusters Score -1652253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1652268.375000 Penalty: 3066.453857
	Iteration 97Q: 3 clusters Score -1652268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1652281.500000 Penalty: 3066.453857
	Iteration 98Q: 3 clusters Score -1652282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1652289.000000 Penalty: 3066.453857
	Iteration 99Q: 3 clusters Score -1652289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1652294.375000 Penalty: 3066.453857
	Iteration 100F: 3 clusters Score -1652294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1652301.125000 Penalty: 3066.453857
	Iteration 101Q: 3 clusters Score -1652301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1652304.000000 Penalty: 3066.453857
	Iteration 102Q: 3 clusters Score -1652304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1652308.250000 Penalty: 3066.453857
	Iteration 103Q: 3 clusters Score -1652308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1652312.500000 Penalty: 3066.453857
	Iteration 104Q: 3 clusters Score -1652312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1652313.375000 Penalty: 3066.453857
	Iteration 105Q: 3 clusters Score -1652313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1652314.625000 Penalty: 3066.453857
	Iteration 106Q: 3 clusters Score -1652315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1652316.875000 Penalty: 3066.453857
	Iteration 107Q: 3 clusters Score -1652317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1652321.250000 Penalty: 3066.453857
	Iteration 108Q: 3 clusters Score -1652321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1652321.625000 Penalty: 3066.453857
	Iteration 109Q: 3 clusters Score -1652322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1652323.125000 Penalty: 3066.453857
	Iteration 110Q: 3 clusters Score -1652323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1652323.625000 Penalty: 3066.453857
	Iteration 111Q: 3 clusters Score -1652324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1652323.625000 Penalty: 3066.453857
	Iteration 112F: 3 clusters Score -1652324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Entering Unmasked Estep 
Score: -1562263.875000 Penalty: 1531.963135
	Iteration 0F: 2 clusters Score -1562264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1553563.750000 Penalty: 3063.926270
	Iteration 0F: 3 clusters Score -1553564 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1556438.625000 Penalty: 3063.926270
	Iteration 1F: 3 clusters Score -1556439 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1556671.750000 Penalty: 3063.926270
	Iteration 2F: 3 clusters Score -1556672 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1556852.125000 Penalty: 3063.926270
	Iteration 3Q: 3 clusters Score -1556852 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1557040.625000 Penalty: 3063.926270
	Iteration 4Q: 3 clusters Score -1557041 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1557255.625000 Penalty: 3063.926270
	Iteration 5Q: 3 clusters Score -1557256 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1557495.125000 Penalty: 3063.926270
	Iteration 6Q: 3 clusters Score -1557495 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1557816.750000 Penalty: 3063.926270
	Iteration 7Q: 3 clusters Score -1557817 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1558251.375000 Penalty: 3063.926270
	Iteration 8F: 3 clusters Score -1558251 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1558803.250000 Penalty: 3063.926270
	Iteration 9F: 3 clusters Score -1558803 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1559413.750000 Penalty: 3063.926270
	Iteration 10F: 3 clusters Score -1559414 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1559970.625000 Penalty: 3063.926270
	Iteration 11Q: 3 clusters Score -1559971 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1560393.250000 Penalty: 3063.926270
	Iteration 12Q: 3 clusters Score -1560393 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1560657.000000 Penalty: 3063.926270
	Iteration 13Q: 3 clusters Score -1560657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1560764.250000 Penalty: 3063.926270
	Iteration 14Q: 3 clusters Score -1560764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1560816.500000 Penalty: 3063.926270
	Iteration 15Q: 3 clusters Score -1560816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1560841.375000 Penalty: 3063.926270
	Iteration 16Q: 3 clusters Score -1560841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1560866.625000 Penalty: 3063.926270
	Iteration 17Q: 3 clusters Score -1560867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1560878.250000 Penalty: 3063.926270
	Iteration 18Q: 3 clusters Score -1560878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1560891.125000 Penalty: 3063.926270
	Iteration 19Q: 3 clusters Score -1560891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1560905.750000 Penalty: 3063.926270
	Iteration 20F: 3 clusters Score -1560906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1560912.125000 Penalty: 3063.926270
	Iteration 21Q: 3 clusters Score -1560912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1560921.750000 Penalty: 3063.926270
	Iteration 22Q: 3 clusters Score -1560922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1560930.500000 Penalty: 3063.926270
	Iteration 23Q: 3 clusters Score -1560930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1560933.000000 Penalty: 3063.926270
	Iteration 24Q: 3 clusters Score -1560933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1560933.250000 Penalty: 3063.926270
	Iteration 25Q: 3 clusters Score -1560933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1560933.250000 Penalty: 3063.926270
	Iteration 26F: 3 clusters Score -1560933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Entering Unmasked Estep 
Score: -6648444.000000 Penalty: 1760.604614
	Iteration 0F: 2 clusters Score -6648444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -6614568.000000 Penalty: 3521.209229
	Iteration 0F: 3 clusters Score -6614568 nChanged 23732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -6628081.000000 Penalty: 3521.209229
	Iteration 1F: 3 clusters Score -6628081 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -6628634.000000 Penalty: 3521.209229
	Iteration 2Q: 3 clusters Score -6628634 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -6629341.000000 Penalty: 3521.209229
	Iteration 3Q: 3 clusters Score -6629341 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -6630242.500000 Penalty: 3521.209229
	Iteration 4Q: 3 clusters Score -6630242 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -6631569.000000 Penalty: 3521.209229
	Iteration 5F: 3 clusters Score -6631569 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -6633501.000000 Penalty: 3521.209229
	Iteration 6F: 3 clusters Score -6633501 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -6635930.000000 Penalty: 3521.209229
	Iteration 7F: 3 clusters Score -6635930 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -6638547.000000 Penalty: 3521.209229
	Iteration 8F: 3 clusters Score -6638547 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -6640956.000000 Penalty: 3521.209229
	Iteration 9F: 3 clusters Score -6640956 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -6642698.500000 Penalty: 3521.209229
	Iteration 10Q: 3 clusters Score -6642698 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -6643851.500000 Penalty: 3521.209229
	Iteration 11Q: 3 clusters Score -6643852 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -6644684.000000 Penalty: 3521.209229
	Iteration 12Q: 3 clusters Score -6644684 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6645316.500000 Penalty: 3521.209229
	Iteration 13Q: 3 clusters Score -6645316 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6645810.000000 Penalty: 3521.209229
	Iteration 14Q: 3 clusters Score -6645810 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6646173.000000 Penalty: 3521.209229
	Iteration 15Q: 3 clusters Score -6646173 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6646459.000000 Penalty: 3521.209229
	Iteration 16Q: 3 clusters Score -6646459 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6646663.000000 Penalty: 3521.209229
	Iteration 17Q: 3 clusters Score -6646663 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6646824.500000 Penalty: 3521.209229
	Iteration 18Q: 3 clusters Score -6646824 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6646897.000000 Penalty: 3521.209229
	Iteration 19Q: 3 clusters Score -6646897 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6646934.500000 Penalty: 3521.209229
	Iteration 20F: 3 clusters Score -6646934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6646978.500000 Penalty: 3521.209229
	Iteration 21Q: 3 clusters Score -6646978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6646993.500000 Penalty: 3521.209229
	Iteration 22Q: 3 clusters Score -6646994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6647000.500000 Penalty: 3521.209229
	Iteration 23Q: 3 clusters Score -6647000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6647011.500000 Penalty: 3521.209229
	Iteration 24Q: 3 clusters Score -6647012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6647021.500000 Penalty: 3521.209229
	Iteration 25Q: 3 clusters Score -6647022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6647025.000000 Penalty: 3521.209229
	Iteration 26Q: 3 clusters Score -6647025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6647033.500000 Penalty: 3521.209229
	Iteration 27Q: 3 clusters Score -6647034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6647040.000000 Penalty: 3521.209229
	Iteration 28Q: 3 clusters Score -6647040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6647047.000000 Penalty: 3521.209229
	Iteration 29Q: 3 clusters Score -6647047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6647053.000000 Penalty: 3521.209229
	Iteration 30Q: 3 clusters Score -6647053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6647045.000000 Penalty: 3521.209229
	Iteration 31Q: 3 clusters Score -6647045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6647054.000000 Penalty: 3521.209229
	Iteration 32Q: 3 clusters Score -6647054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6647056.500000 Penalty: 3521.209229
	Iteration 33Q: 3 clusters Score -6647056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6647064.000000 Penalty: 3521.209229
	Iteration 34Q: 3 clusters Score -6647064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6647062.000000 Penalty: 3521.209229
	Iteration 35Q: 3 clusters Score -6647062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6647060.000000 Penalty: 3521.209229
	Iteration 36Q: 3 clusters Score -6647060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6647068.500000 Penalty: 3521.209229
	Iteration 37Q: 3 clusters Score -6647068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6647073.000000 Penalty: 3521.209229
	Iteration 38Q: 3 clusters Score -6647073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6647071.000000 Penalty: 3521.209229
	Iteration 39Q: 3 clusters Score -6647071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6647068.500000 Penalty: 3521.209229
	Iteration 40F: 3 clusters Score -6647068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6647068.000000 Penalty: 3521.209229
	Iteration 41Q: 3 clusters Score -6647068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6647065.500000 Penalty: 3521.209229
	Iteration 42Q: 3 clusters Score -6647066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6647071.000000 Penalty: 3521.209229
	Iteration 43Q: 3 clusters Score -6647071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6647069.500000 Penalty: 3521.209229
	Iteration 44Q: 3 clusters Score -6647070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6647074.000000 Penalty: 3521.209229
	Iteration 45Q: 3 clusters Score -6647074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6647074.000000 Penalty: 3521.209229
	Iteration 46Q: 3 clusters Score -6647074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6647080.500000 Penalty: 3521.209229
	Iteration 47Q: 3 clusters Score -6647080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6647080.500000 Penalty: 3521.209229
	Iteration 48F: 3 clusters Score -6647080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (68499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Entering Unmasked Estep 
Score: -8990167.000000 Penalty: 1809.368408
	Iteration 0F: 2 clusters Score -8990167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -8945212.000000 Penalty: 3618.736816
	Iteration 0F: 3 clusters Score -8945212 nChanged 32446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -8963827.000000 Penalty: 3618.736816
	Iteration 1F: 3 clusters Score -8963827 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -8964610.000000 Penalty: 3618.736816
	Iteration 2Q: 3 clusters Score -8964610 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -8965662.000000 Penalty: 3618.736816
	Iteration 3Q: 3 clusters Score -8965662 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -8967087.000000 Penalty: 3618.736816
	Iteration 4Q: 3 clusters Score -8967087 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -8968906.000000 Penalty: 3618.736816
	Iteration 5F: 3 clusters Score -8968906 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -8971528.000000 Penalty: 3618.736816
	Iteration 6F: 3 clusters Score -8971528 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -8974674.000000 Penalty: 3618.736816
	Iteration 7F: 3 clusters Score -8974674 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -8978110.000000 Penalty: 3618.736816
	Iteration 8F: 3 clusters Score -8978110 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -8980928.000000 Penalty: 3618.736816
	Iteration 9F: 3 clusters Score -8980928 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -8982421.000000 Penalty: 3618.736816
	Iteration 10Q: 3 clusters Score -8982421 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -8983057.000000 Penalty: 3618.736816
	Iteration 11Q: 3 clusters Score -8983057 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -8983379.000000 Penalty: 3618.736816
	Iteration 12Q: 3 clusters Score -8983379 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -8983669.000000 Penalty: 3618.736816
	Iteration 13Q: 3 clusters Score -8983669 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -8983978.000000 Penalty: 3618.736816
	Iteration 14Q: 3 clusters Score -8983978 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -8984264.000000 Penalty: 3618.736816
	Iteration 15Q: 3 clusters Score -8984264 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -8984596.000000 Penalty: 3618.736816
	Iteration 16Q: 3 clusters Score -8984596 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -8984908.000000 Penalty: 3618.736816
	Iteration 17Q: 3 clusters Score -8984908 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -8985178.000000 Penalty: 3618.736816
	Iteration 18Q: 3 clusters Score -8985178 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -8985410.000000 Penalty: 3618.736816
	Iteration 19Q: 3 clusters Score -8985410 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -8985673.000000 Penalty: 3618.736816
	Iteration 20F: 3 clusters Score -8985673 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -8985973.000000 Penalty: 3618.736816
	Iteration 21Q: 3 clusters Score -8985973 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -8986183.000000 Penalty: 3618.736816
	Iteration 22Q: 3 clusters Score -8986183 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -8986382.000000 Penalty: 3618.736816
	Iteration 23Q: 3 clusters Score -8986382 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -8986587.000000 Penalty: 3618.736816
	Iteration 24Q: 3 clusters Score -8986587 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -8986802.000000 Penalty: 3618.736816
	Iteration 25Q: 3 clusters Score -8986802 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -8987014.000000 Penalty: 3618.736816
	Iteration 26Q: 3 clusters Score -8987014 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -8987199.000000 Penalty: 3618.736816
	Iteration 27Q: 3 clusters Score -8987199 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -8987347.000000 Penalty: 3618.736816
	Iteration 28Q: 3 clusters Score -8987347 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -8987485.000000 Penalty: 3618.736816
	Iteration 29Q: 3 clusters Score -8987485 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -8987619.000000 Penalty: 3618.736816
	Iteration 30Q: 3 clusters Score -8987619 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -8987723.000000 Penalty: 3618.736816
	Iteration 31Q: 3 clusters Score -8987723 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -8987844.000000 Penalty: 3618.736816
	Iteration 32Q: 3 clusters Score -8987844 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -8987922.000000 Penalty: 3618.736816
	Iteration 33Q: 3 clusters Score -8987922 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -8988013.000000 Penalty: 3618.736816
	Iteration 34Q: 3 clusters Score -8988013 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -8988099.000000 Penalty: 3618.736816
	Iteration 35Q: 3 clusters Score -8988099 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -8988160.000000 Penalty: 3618.736816
	Iteration 36Q: 3 clusters Score -8988160 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -8988227.000000 Penalty: 3618.736816
	Iteration 37Q: 3 clusters Score -8988227 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -8988272.000000 Penalty: 3618.736816
	Iteration 38Q: 3 clusters Score -8988272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -8988355.000000 Penalty: 3618.736816
	Iteration 39Q: 3 clusters Score -8988355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -8988409.000000 Penalty: 3618.736816
	Iteration 40F: 3 clusters Score -8988409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -8988462.000000 Penalty: 3618.736816
	Iteration 41Q: 3 clusters Score -8988462 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -8988498.000000 Penalty: 3618.736816
	Iteration 42Q: 3 clusters Score -8988498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -8988531.000000 Penalty: 3618.736816
	Iteration 43Q: 3 clusters Score -8988531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -8988575.000000 Penalty: 3618.736816
	Iteration 44Q: 3 clusters Score -8988575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -8988604.000000 Penalty: 3618.736816
	Iteration 45Q: 3 clusters Score -8988604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -8988621.000000 Penalty: 3618.736816
	Iteration 46Q: 3 clusters Score -8988621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 67536 members 
Entering Unmasked Estep 
Score: -8988637.000000 Penalty: 3618.736816
	Iteration 47Q: 3 clusters Score -8988637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -8988651.000000 Penalty: 3618.736816
	Iteration 48Q: 3 clusters Score -8988651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -8988664.000000 Penalty: 3618.736816
	Iteration 49Q: 3 clusters Score -8988664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -8988670.000000 Penalty: 3618.736816
	Iteration 50Q: 3 clusters Score -8988670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -8988675.000000 Penalty: 3618.736816
	Iteration 51Q: 3 clusters Score -8988675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 67613 members 
Entering Unmasked Estep 
Score: -8988691.000000 Penalty: 3618.736816
	Iteration 52Q: 3 clusters Score -8988691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -8988692.000000 Penalty: 3618.736816
	Iteration 53Q: 3 clusters Score -8988692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -8988694.000000 Penalty: 3618.736816
	Iteration 54Q: 3 clusters Score -8988694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -8988707.000000 Penalty: 3618.736816
	Iteration 55Q: 3 clusters Score -8988707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -8988719.000000 Penalty: 3618.736816
	Iteration 56Q: 3 clusters Score -8988719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -8988730.000000 Penalty: 3618.736816
	Iteration 57Q: 3 clusters Score -8988730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -8988726.000000 Penalty: 3618.736816
	Iteration 58Q: 3 clusters Score -8988726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -8988728.000000 Penalty: 3618.736816
	Iteration 59Q: 3 clusters Score -8988728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -8988736.000000 Penalty: 3618.736816
	Iteration 60F: 3 clusters Score -8988736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -8988744.000000 Penalty: 3618.736816
	Iteration 61Q: 3 clusters Score -8988744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -8988742.000000 Penalty: 3618.736816
	Iteration 62Q: 3 clusters Score -8988742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -8988750.000000 Penalty: 3618.736816
	Iteration 63Q: 3 clusters Score -8988750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -8988748.000000 Penalty: 3618.736816
	Iteration 64Q: 3 clusters Score -8988748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -8988750.000000 Penalty: 3618.736816
	Iteration 65Q: 3 clusters Score -8988750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -8988751.000000 Penalty: 3618.736816
	Iteration 66Q: 3 clusters Score -8988751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -8988749.000000 Penalty: 3618.736816
	Iteration 67Q: 3 clusters Score -8988749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -8988749.000000 Penalty: 3618.736816
	Iteration 68F: 3 clusters Score -8988749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Entering Unmasked Estep 
Score: -7047953.500000 Penalty: 1769.275269
	Iteration 0F: 2 clusters Score -7047954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -7012022.500000 Penalty: 3538.550537
	Iteration 0F: 3 clusters Score -7012022 nChanged 25242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -7026372.000000 Penalty: 3538.550537
	Iteration 1F: 3 clusters Score -7026372 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -7026934.500000 Penalty: 3538.550537
	Iteration 2Q: 3 clusters Score -7026934 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -7027690.500000 Penalty: 3538.550537
	Iteration 3Q: 3 clusters Score -7027690 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -7028662.000000 Penalty: 3538.550537
	Iteration 4Q: 3 clusters Score -7028662 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -7030015.000000 Penalty: 3538.550537
	Iteration 5F: 3 clusters Score -7030015 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -7031910.500000 Penalty: 3538.550537
	Iteration 6F: 3 clusters Score -7031910 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -7034582.000000 Penalty: 3538.550537
	Iteration 7F: 3 clusters Score -7034582 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -7037881.000000 Penalty: 3538.550537
	Iteration 8F: 3 clusters Score -7037881 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -7040977.500000 Penalty: 3538.550537
	Iteration 9F: 3 clusters Score -7040978 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7043444.000000 Penalty: 3538.550537
	Iteration 10Q: 3 clusters Score -7043444 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7044962.500000 Penalty: 3538.550537
	Iteration 11Q: 3 clusters Score -7044962 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7045803.000000 Penalty: 3538.550537
	Iteration 12Q: 3 clusters Score -7045803 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7046154.500000 Penalty: 3538.550537
	Iteration 13Q: 3 clusters Score -7046154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7046288.000000 Penalty: 3538.550537
	Iteration 14Q: 3 clusters Score -7046288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7046348.500000 Penalty: 3538.550537
	Iteration 15Q: 3 clusters Score -7046348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7046371.000000 Penalty: 3538.550537
	Iteration 16Q: 3 clusters Score -7046371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7046387.500000 Penalty: 3538.550537
	Iteration 17Q: 3 clusters Score -7046388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7046398.000000 Penalty: 3538.550537
	Iteration 18Q: 3 clusters Score -7046398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7046403.500000 Penalty: 3538.550537
	Iteration 19Q: 3 clusters Score -7046404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7046411.000000 Penalty: 3538.550537
	Iteration 20F: 3 clusters Score -7046411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7046416.000000 Penalty: 3538.550537
	Iteration 21Q: 3 clusters Score -7046416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7046415.000000 Penalty: 3538.550537
	Iteration 22Q: 3 clusters Score -7046415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7046420.000000 Penalty: 3538.550537
	Iteration 23Q: 3 clusters Score -7046420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7046420.500000 Penalty: 3538.550537
	Iteration 24Q: 3 clusters Score -7046420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7046420.500000 Penalty: 3538.550537
	Iteration 25F: 3 clusters Score -7046420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -175662.062500 Penalty: 1176.372437
	Iteration 0F: 2 clusters Score -175662.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173934.234375 Penalty: 2352.744873
	Iteration 0F: 3 clusters Score -173934.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -174274.546875 Penalty: 2352.744873
	Iteration 1F: 3 clusters Score -174274.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -174383.250000 Penalty: 2352.744873
	Iteration 2F: 3 clusters Score -174383.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -174450.968750 Penalty: 2352.744873
	Iteration 3F: 3 clusters Score -174451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -174489.718750 Penalty: 2352.744873
	Iteration 4Q: 3 clusters Score -174489.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -174519.812500 Penalty: 2352.744873
	Iteration 5Q: 3 clusters Score -174519.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174536.203125 Penalty: 2352.744873
	Iteration 6Q: 3 clusters Score -174536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174548.312500 Penalty: 2352.744873
	Iteration 7Q: 3 clusters Score -174548.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -174556.312500 Penalty: 2352.744873
	Iteration 8Q: 3 clusters Score -174556.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -174562.906250 Penalty: 2352.744873
	Iteration 9Q: 3 clusters Score -174562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -174571.390625 Penalty: 2352.744873
	Iteration 10Q: 3 clusters Score -174571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -174582.062500 Penalty: 2352.744873
	Iteration 11Q: 3 clusters Score -174582.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -174592.984375 Penalty: 2352.744873
	Iteration 12Q: 3 clusters Score -174593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -174600.718750 Penalty: 2352.744873
	Iteration 13Q: 3 clusters Score -174600.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -174606.187500 Penalty: 2352.744873
	Iteration 14Q: 3 clusters Score -174606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -174610.156250 Penalty: 2352.744873
	Iteration 15Q: 3 clusters Score -174610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -174611.625000 Penalty: 2352.744873
	Iteration 16Q: 3 clusters Score -174611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174613.031250 Penalty: 2352.744873
	Iteration 17Q: 3 clusters Score -174613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174613.515625 Penalty: 2352.744873
	Iteration 18Q: 3 clusters Score -174613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174613.515625 Penalty: 2352.744873
	Iteration 19F: 3 clusters Score -174613.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -1086468.750000 Penalty: 1466.597412
	Iteration 0F: 2 clusters Score -1086469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1080425.625000 Penalty: 2933.194824
	Iteration 0F: 3 clusters Score -1080426 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1082382.500000 Penalty: 2933.194824
	Iteration 1F: 3 clusters Score -1082382 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1082797.875000 Penalty: 2933.194824
	Iteration 2F: 3 clusters Score -1082798 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1083221.750000 Penalty: 2933.194824
	Iteration 3F: 3 clusters Score -1083222 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1083598.375000 Penalty: 2933.194824
	Iteration 4F: 3 clusters Score -1083598 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1084010.250000 Penalty: 2933.194824
	Iteration 5F: 3 clusters Score -1084010 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1084461.250000 Penalty: 2933.194824
	Iteration 6F: 3 clusters Score -1084461 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1085007.875000 Penalty: 2933.194824
	Iteration 7F: 3 clusters Score -1085008 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1085694.250000 Penalty: 2933.194824
	Iteration 8Q: 3 clusters Score -1085694 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1086740.875000 Penalty: 2933.194824
	Iteration 9Q: 3 clusters Score -1086741 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1087600.125000 Penalty: 2933.194824
	Iteration 10Q: 3 clusters Score -1087600 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1088044.625000 Penalty: 2933.194824
	Iteration 11Q: 3 clusters Score -1088045 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1088174.750000 Penalty: 2933.194824
	Iteration 12Q: 3 clusters Score -1088175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1088213.375000 Penalty: 2933.194824
	Iteration 13Q: 3 clusters Score -1088213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1088232.875000 Penalty: 2933.194824
	Iteration 14Q: 3 clusters Score -1088233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1088245.375000 Penalty: 2933.194824
	Iteration 15Q: 3 clusters Score -1088245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1088251.750000 Penalty: 2933.194824
	Iteration 16Q: 3 clusters Score -1088252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1088259.000000 Penalty: 2933.194824
	Iteration 17Q: 3 clusters Score -1088259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1088261.750000 Penalty: 2933.194824
	Iteration 18Q: 3 clusters Score -1088262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1088262.375000 Penalty: 2933.194824
	Iteration 19Q: 3 clusters Score -1088262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1088264.375000 Penalty: 2933.194824
	Iteration 20F: 3 clusters Score -1088264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1088264.750000 Penalty: 2933.194824
	Iteration 21Q: 3 clusters Score -1088265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1088265.125000 Penalty: 2933.194824
	Iteration 22Q: 3 clusters Score -1088265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1088265.500000 Penalty: 2933.194824
	Iteration 23Q: 3 clusters Score -1088266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1088267.375000 Penalty: 2933.194824
	Iteration 24Q: 3 clusters Score -1088267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1088267.500000 Penalty: 2933.194824
	Iteration 25Q: 3 clusters Score -1088268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1088268.500000 Penalty: 2933.194824
	Iteration 26Q: 3 clusters Score -1088268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1088270.000000 Penalty: 2933.194824
	Iteration 27Q: 3 clusters Score -1088270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1088268.375000 Penalty: 2933.194824
	Iteration 28Q: 3 clusters Score -1088268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1088266.125000 Penalty: 2933.194824
	Iteration 29Q: 3 clusters Score -1088266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1088268.000000 Penalty: 2933.194824
	Iteration 30Q: 3 clusters Score -1088268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1088267.375000 Penalty: 2933.194824
	Iteration 31Q: 3 clusters Score -1088267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1088267.375000 Penalty: 2933.194824
	Iteration 32F: 3 clusters Score -1088267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 50741 members 
Mstep: Class 4 contains 68499 members 
Mstep: Class 5 contains 53522 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 5583 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 19953 members 
Mstep: Class 13 contains 4236 members 
Mstep: Class 14 contains 14708 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 84438 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 23 contains 62549 members 
Entering Unmasked Estep 
Score: -53931972.000000 Penalty: 46280.550781
Splitting cluster 7 changes total score from -53930556.000000 to -53931972.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -108120.382812 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -108120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106721.742188 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -106721.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -106945.484375 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -106945.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -107030.117188 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -107030.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -107087.187500 Penalty: 2208.240723
	Iteration 3Q: 3 clusters Score -107087.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107126.093750 Penalty: 2208.240723
	Iteration 4Q: 3 clusters Score -107126.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107155.796875 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -107155.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107182.757812 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -107182.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107206.406250 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -107206.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107228.593750 Penalty: 2208.240723
	Iteration 8Q: 3 clusters Score -107228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107241.960938 Penalty: 2208.240723
	Iteration 9Q: 3 clusters Score -107242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107247.117188 Penalty: 2208.240723
	Iteration 10Q: 3 clusters Score -107247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107249.500000 Penalty: 2208.240723
	Iteration 11Q: 3 clusters Score -107249.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -107255.117188 Penalty: 2208.240723
	Iteration 12Q: 3 clusters Score -107255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107258.171875 Penalty: 2208.240723
	Iteration 13Q: 3 clusters Score -107258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107259.968750 Penalty: 2208.240723
	Iteration 14Q: 3 clusters Score -107260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -107263.695312 Penalty: 2208.240723
	Iteration 15Q: 3 clusters Score -107263.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107264.460938 Penalty: 2208.240723
	Iteration 16Q: 3 clusters Score -107264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107265.578125 Penalty: 2208.240723
	Iteration 17Q: 3 clusters Score -107265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107265.578125 Penalty: 2208.240723
	Iteration 18F: 3 clusters Score -107265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -177854.968750 Penalty: 1171.757935
	Iteration 0F: 2 clusters Score -177855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -176186.359375 Penalty: 2343.515869
	Iteration 0F: 3 clusters Score -176186.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -176488.406250 Penalty: 2343.515869
	Iteration 1F: 3 clusters Score -176488.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -176553.234375 Penalty: 2343.515869
	Iteration 2F: 3 clusters Score -176553.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -176583.937500 Penalty: 2343.515869
	Iteration 3Q: 3 clusters Score -176583.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -176602.093750 Penalty: 2343.515869
	Iteration 4Q: 3 clusters Score -176602.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -176615.531250 Penalty: 2343.515869
	Iteration 5Q: 3 clusters Score -176615.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176624.562500 Penalty: 2343.515869
	Iteration 6Q: 3 clusters Score -176624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176629.031250 Penalty: 2343.515869
	Iteration 7Q: 3 clusters Score -176629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -176634.875000 Penalty: 2343.515869
	Iteration 8Q: 3 clusters Score -176634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -176636.515625 Penalty: 2343.515869
	Iteration 9Q: 3 clusters Score -176636.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176636.890625 Penalty: 2343.515869
	Iteration 10Q: 3 clusters Score -176636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -176637.750000 Penalty: 2343.515869
	Iteration 11Q: 3 clusters Score -176637.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176638.953125 Penalty: 2343.515869
	Iteration 12Q: 3 clusters Score -176639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176639.984375 Penalty: 2343.515869
	Iteration 13Q: 3 clusters Score -176640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -176639.953125 Penalty: 2343.515869
	Iteration 14Q: 3 clusters Score -176640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -176639.953125 Penalty: 2343.515869
	Iteration 15F: 3 clusters Score -176640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -49742.777344 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -49742.78 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 252 members 
Entering Unmasked Estep 
Score: -48818.660156 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -48818.66 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49283.000000 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -49283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49572.953125 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -49572.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49706.308594 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -49706.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49741.671875 Penalty: 2008.505371
	Iteration 4Q: 3 clusters Score -49741.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49760.945312 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -49760.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49767.144531 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -49767.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -49768.750000 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -49768.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -49768.750000 Penalty: 2008.505371
	Iteration 8F: 3 clusters Score -49768.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 50741 members 
Mstep: Class 4 contains 68499 members 
Mstep: Class 5 contains 53522 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 5583 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 19953 members 
Mstep: Class 13 contains 4236 members 
Mstep: Class 14 contains 14708 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 84438 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 393 members 
Mstep: Class 23 contains 62549 members 
Entering Unmasked Estep 
Score: -53930884.000000 Penalty: 48384.214844
Splitting cluster 10 changes total score from -53930556.000000 to -53930884.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -93485.507812 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -93485.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92214.250000 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -92214.25 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92463.742188 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -92463.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92533.664062 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -92533.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92579.664062 Penalty: 2171.277832
	Iteration 3Q: 3 clusters Score -92579.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92603.257812 Penalty: 2171.277832
	Iteration 4Q: 3 clusters Score -92603.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92615.359375 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -92615.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92624.523438 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -92624.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92632.734375 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -92632.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92637.554688 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -92637.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92644.523438 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -92644.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92649.429688 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -92649.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -92652.164062 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -92652.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92656.585938 Penalty: 2171.277832
	Iteration 12Q: 3 clusters Score -92656.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92662.132812 Penalty: 2171.277832
	Iteration 13Q: 3 clusters Score -92662.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92664.679688 Penalty: 2171.277832
	Iteration 14Q: 3 clusters Score -92664.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -92666.320312 Penalty: 2171.277832
	Iteration 15Q: 3 clusters Score -92666.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -92667.828125 Penalty: 2171.277832
	Iteration 16Q: 3 clusters Score -92667.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92668.687500 Penalty: 2171.277832
	Iteration 17Q: 3 clusters Score -92668.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92668.960938 Penalty: 2171.277832
	Iteration 18Q: 3 clusters Score -92668.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92668.960938 Penalty: 2171.277832
	Iteration 19F: 3 clusters Score -92668.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Entering Unmasked Estep 
Score: -2641500.250000 Penalty: 1608.934326
	Iteration 0F: 2 clusters Score -2641500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2627948.750000 Penalty: 3217.868652
	Iteration 0F: 3 clusters Score -2627949 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2632747.000000 Penalty: 3217.868652
	Iteration 1F: 3 clusters Score -2632747 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2633059.250000 Penalty: 3217.868652
	Iteration 2Q: 3 clusters Score -2633059 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2633391.750000 Penalty: 3217.868652
	Iteration 3Q: 3 clusters Score -2633392 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2633730.000000 Penalty: 3217.868652
	Iteration 4Q: 3 clusters Score -2633730 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2634110.500000 Penalty: 3217.868652
	Iteration 5Q: 3 clusters Score -2634110 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2634490.250000 Penalty: 3217.868652
	Iteration 6Q: 3 clusters Score -2634490 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2634876.500000 Penalty: 3217.868652
	Iteration 7Q: 3 clusters Score -2634876 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2635298.750000 Penalty: 3217.868652
	Iteration 8Q: 3 clusters Score -2635299 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2635723.000000 Penalty: 3217.868652
	Iteration 9Q: 3 clusters Score -2635723 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2636150.000000 Penalty: 3217.868652
	Iteration 10Q: 3 clusters Score -2636150 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2636592.250000 Penalty: 3217.868652
	Iteration 11Q: 3 clusters Score -2636592 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2636954.000000 Penalty: 3217.868652
	Iteration 12Q: 3 clusters Score -2636954 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2637315.000000 Penalty: 3217.868652
	Iteration 13Q: 3 clusters Score -2637315 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2637706.750000 Penalty: 3217.868652
	Iteration 14Q: 3 clusters Score -2637707 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2638113.500000 Penalty: 3217.868652
	Iteration 15Q: 3 clusters Score -2638114 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2638508.000000 Penalty: 3217.868652
	Iteration 16Q: 3 clusters Score -2638508 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2638878.000000 Penalty: 3217.868652
	Iteration 17Q: 3 clusters Score -2638878 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2639213.000000 Penalty: 3217.868652
	Iteration 18Q: 3 clusters Score -2639213 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2639503.250000 Penalty: 3217.868652
	Iteration 19Q: 3 clusters Score -2639503 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2639689.500000 Penalty: 3217.868652
	Iteration 20F: 3 clusters Score -2639690 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2639821.750000 Penalty: 3217.868652
	Iteration 21Q: 3 clusters Score -2639822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2639909.000000 Penalty: 3217.868652
	Iteration 22Q: 3 clusters Score -2639909 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2639983.500000 Penalty: 3217.868652
	Iteration 23Q: 3 clusters Score -2639984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2640021.000000 Penalty: 3217.868652
	Iteration 24Q: 3 clusters Score -2640021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2640049.000000 Penalty: 3217.868652
	Iteration 25Q: 3 clusters Score -2640049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2640064.250000 Penalty: 3217.868652
	Iteration 26Q: 3 clusters Score -2640064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2640077.500000 Penalty: 3217.868652
	Iteration 27Q: 3 clusters Score -2640078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2640094.250000 Penalty: 3217.868652
	Iteration 28Q: 3 clusters Score -2640094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2640110.250000 Penalty: 3217.868652
	Iteration 29Q: 3 clusters Score -2640110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2640116.250000 Penalty: 3217.868652
	Iteration 30Q: 3 clusters Score -2640116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2640119.000000 Penalty: 3217.868652
	Iteration 31Q: 3 clusters Score -2640119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2640123.250000 Penalty: 3217.868652
	Iteration 32Q: 3 clusters Score -2640123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2640129.250000 Penalty: 3217.868652
	Iteration 33Q: 3 clusters Score -2640129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2640132.000000 Penalty: 3217.868652
	Iteration 34Q: 3 clusters Score -2640132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2640136.250000 Penalty: 3217.868652
	Iteration 35Q: 3 clusters Score -2640136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2640134.750000 Penalty: 3217.868652
	Iteration 36Q: 3 clusters Score -2640135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2640134.750000 Penalty: 3217.868652
	Iteration 37F: 3 clusters Score -2640135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -563896.125000 Penalty: 1357.098389
	Iteration 0F: 2 clusters Score -563896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -560384.187500 Penalty: 2714.196777
	Iteration 0F: 3 clusters Score -560384.2 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -561257.500000 Penalty: 2714.196777
	Iteration 1F: 3 clusters Score -561257.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -561388.625000 Penalty: 2714.196777
	Iteration 2F: 3 clusters Score -561388.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -561469.812500 Penalty: 2714.196777
	Iteration 3Q: 3 clusters Score -561469.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -561541.562500 Penalty: 2714.196777
	Iteration 4Q: 3 clusters Score -561541.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -561589.812500 Penalty: 2714.196777
	Iteration 5Q: 3 clusters Score -561589.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -561627.000000 Penalty: 2714.196777
	Iteration 6Q: 3 clusters Score -561627 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -561658.437500 Penalty: 2714.196777
	Iteration 7Q: 3 clusters Score -561658.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -561688.375000 Penalty: 2714.196777
	Iteration 8Q: 3 clusters Score -561688.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -561715.937500 Penalty: 2714.196777
	Iteration 9Q: 3 clusters Score -561715.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -561741.125000 Penalty: 2714.196777
	Iteration 10Q: 3 clusters Score -561741.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -561769.750000 Penalty: 2714.196777
	Iteration 11Q: 3 clusters Score -561769.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -561795.250000 Penalty: 2714.196777
	Iteration 12Q: 3 clusters Score -561795.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -561825.562500 Penalty: 2714.196777
	Iteration 13Q: 3 clusters Score -561825.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -561866.125000 Penalty: 2714.196777
	Iteration 14Q: 3 clusters Score -561866.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -561917.125000 Penalty: 2714.196777
	Iteration 15Q: 3 clusters Score -561917.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -561976.687500 Penalty: 2714.196777
	Iteration 16Q: 3 clusters Score -561976.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -562036.562500 Penalty: 2714.196777
	Iteration 17Q: 3 clusters Score -562036.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -562095.625000 Penalty: 2714.196777
	Iteration 18Q: 3 clusters Score -562095.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -562166.187500 Penalty: 2714.196777
	Iteration 19Q: 3 clusters Score -562166.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -562236.312500 Penalty: 2714.196777
	Iteration 20F: 3 clusters Score -562236.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -562311.812500 Penalty: 2714.196777
	Iteration 21Q: 3 clusters Score -562311.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -562394.375000 Penalty: 2714.196777
	Iteration 22Q: 3 clusters Score -562394.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -562467.812500 Penalty: 2714.196777
	Iteration 23Q: 3 clusters Score -562467.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -562529.437500 Penalty: 2714.196777
	Iteration 24Q: 3 clusters Score -562529.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -562587.437500 Penalty: 2714.196777
	Iteration 25Q: 3 clusters Score -562587.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -562627.937500 Penalty: 2714.196777
	Iteration 26Q: 3 clusters Score -562627.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -562647.812500 Penalty: 2714.196777
	Iteration 27Q: 3 clusters Score -562647.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -562670.250000 Penalty: 2714.196777
	Iteration 28Q: 3 clusters Score -562670.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -562683.500000 Penalty: 2714.196777
	Iteration 29Q: 3 clusters Score -562683.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -562691.312500 Penalty: 2714.196777
	Iteration 30Q: 3 clusters Score -562691.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -562699.312500 Penalty: 2714.196777
	Iteration 31Q: 3 clusters Score -562699.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -562706.625000 Penalty: 2714.196777
	Iteration 32Q: 3 clusters Score -562706.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -562713.250000 Penalty: 2714.196777
	Iteration 33Q: 3 clusters Score -562713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -562720.375000 Penalty: 2714.196777
	Iteration 34Q: 3 clusters Score -562720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -562724.375000 Penalty: 2714.196777
	Iteration 35Q: 3 clusters Score -562724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -562733.000000 Penalty: 2714.196777
	Iteration 36Q: 3 clusters Score -562733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -562737.375000 Penalty: 2714.196777
	Iteration 37Q: 3 clusters Score -562737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -562737.375000 Penalty: 2714.196777
	Iteration 38F: 3 clusters Score -562737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Entering Unmasked Estep 
Score: -1950044.125000 Penalty: 1559.373779
	Iteration 0F: 2 clusters Score -1950044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1939905.000000 Penalty: 3118.747559
	Iteration 0F: 3 clusters Score -1939905 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1943399.625000 Penalty: 3118.747559
	Iteration 1F: 3 clusters Score -1943400 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1943729.625000 Penalty: 3118.747559
	Iteration 2F: 3 clusters Score -1943730 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1944032.375000 Penalty: 3118.747559
	Iteration 3F: 3 clusters Score -1944032 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1944358.750000 Penalty: 3118.747559
	Iteration 4Q: 3 clusters Score -1944359 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1944765.000000 Penalty: 3118.747559
	Iteration 5Q: 3 clusters Score -1944765 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1945269.500000 Penalty: 3118.747559
	Iteration 6F: 3 clusters Score -1945270 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1945961.000000 Penalty: 3118.747559
	Iteration 7F: 3 clusters Score -1945961 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1946797.125000 Penalty: 3118.747559
	Iteration 8F: 3 clusters Score -1946797 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1947529.000000 Penalty: 3118.747559
	Iteration 9F: 3 clusters Score -1947529 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1948047.500000 Penalty: 3118.747559
	Iteration 10Q: 3 clusters Score -1948048 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1948327.125000 Penalty: 3118.747559
	Iteration 11Q: 3 clusters Score -1948327 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1948471.750000 Penalty: 3118.747559
	Iteration 12Q: 3 clusters Score -1948472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1948557.000000 Penalty: 3118.747559
	Iteration 13Q: 3 clusters Score -1948557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1948594.625000 Penalty: 3118.747559
	Iteration 14Q: 3 clusters Score -1948595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1948618.250000 Penalty: 3118.747559
	Iteration 15Q: 3 clusters Score -1948618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1948633.125000 Penalty: 3118.747559
	Iteration 16Q: 3 clusters Score -1948633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1948636.750000 Penalty: 3118.747559
	Iteration 17Q: 3 clusters Score -1948637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1948640.000000 Penalty: 3118.747559
	Iteration 18Q: 3 clusters Score -1948640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1948640.000000 Penalty: 3118.747559
	Iteration 19F: 3 clusters Score -1948640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Entering Unmasked Estep 
Score: -802536.375000 Penalty: 1423.446167
	Iteration 0F: 2 clusters Score -802536.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -797644.687500 Penalty: 2846.892334
	Iteration 0F: 3 clusters Score -797644.7 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -799097.875000 Penalty: 2846.892334
	Iteration 1F: 3 clusters Score -799097.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -799367.812500 Penalty: 2846.892334
	Iteration 2F: 3 clusters Score -799367.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -799648.875000 Penalty: 2846.892334
	Iteration 3F: 3 clusters Score -799648.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -799912.437500 Penalty: 2846.892334
	Iteration 4F: 3 clusters Score -799912.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -800182.625000 Penalty: 2846.892334
	Iteration 5F: 3 clusters Score -800182.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -800421.750000 Penalty: 2846.892334
	Iteration 6F: 3 clusters Score -800421.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -800638.312500 Penalty: 2846.892334
	Iteration 7Q: 3 clusters Score -800638.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -800851.562500 Penalty: 2846.892334
	Iteration 8Q: 3 clusters Score -800851.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -801044.125000 Penalty: 2846.892334
	Iteration 9Q: 3 clusters Score -801044.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -801175.062500 Penalty: 2846.892334
	Iteration 10Q: 3 clusters Score -801175.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -801238.437500 Penalty: 2846.892334
	Iteration 11Q: 3 clusters Score -801238.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -801276.500000 Penalty: 2846.892334
	Iteration 12Q: 3 clusters Score -801276.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -801308.062500 Penalty: 2846.892334
	Iteration 13Q: 3 clusters Score -801308.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -801324.625000 Penalty: 2846.892334
	Iteration 14Q: 3 clusters Score -801324.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -801339.250000 Penalty: 2846.892334
	Iteration 15Q: 3 clusters Score -801339.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -801352.937500 Penalty: 2846.892334
	Iteration 16Q: 3 clusters Score -801352.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -801369.687500 Penalty: 2846.892334
	Iteration 17Q: 3 clusters Score -801369.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -801381.062500 Penalty: 2846.892334
	Iteration 18Q: 3 clusters Score -801381.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -801386.062500 Penalty: 2846.892334
	Iteration 19Q: 3 clusters Score -801386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -801385.312500 Penalty: 2846.892334
	Iteration 20F: 3 clusters Score -801385.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -196252.578125 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -196252.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194393.718750 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -194393.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -194772.734375 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -194772.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194881.718750 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -194881.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -194945.328125 Penalty: 2401.005371
	Iteration 3F: 3 clusters Score -194945.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194980.578125 Penalty: 2401.005371
	Iteration 4Q: 3 clusters Score -194980.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -195003.609375 Penalty: 2401.005371
	Iteration 5Q: 3 clusters Score -195003.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -195022.187500 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -195022.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -195041.250000 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -195041.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -195054.656250 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -195054.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -195066.312500 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -195066.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -195077.843750 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -195077.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -195089.515625 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -195089.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -195106.296875 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -195106.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -195124.546875 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -195124.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -195141.562500 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -195141.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -195154.171875 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -195154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -195159.390625 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -195159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -195163.234375 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -195163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -195171.750000 Penalty: 2401.005371
	Iteration 18Q: 3 clusters Score -195171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -195178.468750 Penalty: 2401.005371
	Iteration 19Q: 3 clusters Score -195178.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -195181.625000 Penalty: 2401.005371
	Iteration 20F: 3 clusters Score -195181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -195184.765625 Penalty: 2401.005371
	Iteration 21Q: 3 clusters Score -195184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -195186.484375 Penalty: 2401.005371
	Iteration 22Q: 3 clusters Score -195186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -195187.359375 Penalty: 2401.005371
	Iteration 23Q: 3 clusters Score -195187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -195187.750000 Penalty: 2401.005371
	Iteration 24Q: 3 clusters Score -195187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -195189.109375 Penalty: 2401.005371
	Iteration 25Q: 3 clusters Score -195189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -195191.500000 Penalty: 2401.005371
	Iteration 26Q: 3 clusters Score -195191.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -195192.171875 Penalty: 2401.005371
	Iteration 27Q: 3 clusters Score -195192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -195193.171875 Penalty: 2401.005371
	Iteration 28Q: 3 clusters Score -195193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -195195.843750 Penalty: 2401.005371
	Iteration 29Q: 3 clusters Score -195195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -195196.906250 Penalty: 2401.005371
	Iteration 30Q: 3 clusters Score -195196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -195199.109375 Penalty: 2401.005371
	Iteration 31Q: 3 clusters Score -195199.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -195202.468750 Penalty: 2401.005371
	Iteration 32Q: 3 clusters Score -195202.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -195205.156250 Penalty: 2401.005371
	Iteration 33Q: 3 clusters Score -195205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -195207.750000 Penalty: 2401.005371
	Iteration 34Q: 3 clusters Score -195207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -195209.265625 Penalty: 2401.005371
	Iteration 35Q: 3 clusters Score -195209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -195209.578125 Penalty: 2401.005371
	Iteration 36Q: 3 clusters Score -195209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -195209.578125 Penalty: 2401.005371
	Iteration 37F: 3 clusters Score -195209.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Entering Unmasked Estep 
Score: -11152594.000000 Penalty: 1843.363037
	Iteration 0F: 2 clusters Score -1.115259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -11099514.000000 Penalty: 3686.726074
	Iteration 0F: 3 clusters Score -1.109951e+07 nChanged 40239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -11122693.000000 Penalty: 3686.726074
	Iteration 1F: 3 clusters Score -1.112269e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -11123430.000000 Penalty: 3686.726074
	Iteration 2Q: 3 clusters Score -1.112343e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -11124577.000000 Penalty: 3686.726074
	Iteration 3Q: 3 clusters Score -1.112458e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -11126405.000000 Penalty: 3686.726074
	Iteration 4Q: 3 clusters Score -1.11264e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -11129772.000000 Penalty: 3686.726074
	Iteration 5F: 3 clusters Score -1.112977e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -11134359.000000 Penalty: 3686.726074
	Iteration 6F: 3 clusters Score -1.113436e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -11140041.000000 Penalty: 3686.726074
	Iteration 7F: 3 clusters Score -1.114004e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -11144991.000000 Penalty: 3686.726074
	Iteration 8F: 3 clusters Score -1.114499e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -11147781.000000 Penalty: 3686.726074
	Iteration 9Q: 3 clusters Score -1.114778e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -11149333.000000 Penalty: 3686.726074
	Iteration 10Q: 3 clusters Score -1.114933e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -11150130.000000 Penalty: 3686.726074
	Iteration 11Q: 3 clusters Score -1.115013e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -11150508.000000 Penalty: 3686.726074
	Iteration 12Q: 3 clusters Score -1.115051e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -11150683.000000 Penalty: 3686.726074
	Iteration 13Q: 3 clusters Score -1.115068e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -11150751.000000 Penalty: 3686.726074
	Iteration 14Q: 3 clusters Score -1.115075e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -11150814.000000 Penalty: 3686.726074
	Iteration 15Q: 3 clusters Score -1.115081e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -11150865.000000 Penalty: 3686.726074
	Iteration 16Q: 3 clusters Score -1.115086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -11150897.000000 Penalty: 3686.726074
	Iteration 17Q: 3 clusters Score -1.11509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -11150908.000000 Penalty: 3686.726074
	Iteration 18Q: 3 clusters Score -1.115091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -11150917.000000 Penalty: 3686.726074
	Iteration 19Q: 3 clusters Score -1.115092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -11150921.000000 Penalty: 3686.726074
	Iteration 20F: 3 clusters Score -1.115092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -11150924.000000 Penalty: 3686.726074
	Iteration 21Q: 3 clusters Score -1.115092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -11150931.000000 Penalty: 3686.726074
	Iteration 22Q: 3 clusters Score -1.115093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -11150920.000000 Penalty: 3686.726074
	Iteration 23Q: 3 clusters Score -1.115092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -11150924.000000 Penalty: 3686.726074
	Iteration 24Q: 3 clusters Score -1.115092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -11150925.000000 Penalty: 3686.726074
	Iteration 25Q: 3 clusters Score -1.115092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -11150928.000000 Penalty: 3686.726074
	Iteration 26Q: 3 clusters Score -1.115093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -11150928.000000 Penalty: 3686.726074
	Iteration 27F: 3 clusters Score -1.115093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Entering Unmasked Estep 
Score: -1425806.375000 Penalty: 1516.828125
	Iteration 0F: 2 clusters Score -1425806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1417747.375000 Penalty: 3033.656250
	Iteration 0F: 3 clusters Score -1417747 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1420540.000000 Penalty: 3033.656250
	Iteration 1F: 3 clusters Score -1420540 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1420888.750000 Penalty: 3033.656250
	Iteration 2F: 3 clusters Score -1420889 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1421188.750000 Penalty: 3033.656250
	Iteration 3F: 3 clusters Score -1421189 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1421472.625000 Penalty: 3033.656250
	Iteration 4Q: 3 clusters Score -1421473 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1421720.250000 Penalty: 3033.656250
	Iteration 5Q: 3 clusters Score -1421720 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1421994.500000 Penalty: 3033.656250
	Iteration 6Q: 3 clusters Score -1421994 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1422285.375000 Penalty: 3033.656250
	Iteration 7Q: 3 clusters Score -1422285 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1422533.750000 Penalty: 3033.656250
	Iteration 8Q: 3 clusters Score -1422534 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1422774.750000 Penalty: 3033.656250
	Iteration 9Q: 3 clusters Score -1422775 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1422976.125000 Penalty: 3033.656250
	Iteration 10Q: 3 clusters Score -1422976 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1423099.000000 Penalty: 3033.656250
	Iteration 11Q: 3 clusters Score -1423099 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1423178.250000 Penalty: 3033.656250
	Iteration 12Q: 3 clusters Score -1423178 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1423248.625000 Penalty: 3033.656250
	Iteration 13Q: 3 clusters Score -1423249 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1423311.500000 Penalty: 3033.656250
	Iteration 14Q: 3 clusters Score -1423312 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1423362.250000 Penalty: 3033.656250
	Iteration 15Q: 3 clusters Score -1423362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1423397.500000 Penalty: 3033.656250
	Iteration 16Q: 3 clusters Score -1423398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1423428.750000 Penalty: 3033.656250
	Iteration 17Q: 3 clusters Score -1423429 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1423450.750000 Penalty: 3033.656250
	Iteration 18Q: 3 clusters Score -1423451 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1423477.125000 Penalty: 3033.656250
	Iteration 19Q: 3 clusters Score -1423477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1423505.625000 Penalty: 3033.656250
	Iteration 20F: 3 clusters Score -1423506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1423524.250000 Penalty: 3033.656250
	Iteration 21Q: 3 clusters Score -1423524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1423544.250000 Penalty: 3033.656250
	Iteration 22Q: 3 clusters Score -1423544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1423560.000000 Penalty: 3033.656250
	Iteration 23Q: 3 clusters Score -1423560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1423575.000000 Penalty: 3033.656250
	Iteration 24Q: 3 clusters Score -1423575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1423592.500000 Penalty: 3033.656250
	Iteration 25Q: 3 clusters Score -1423592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1423620.875000 Penalty: 3033.656250
	Iteration 26Q: 3 clusters Score -1423621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1423641.000000 Penalty: 3033.656250
	Iteration 27Q: 3 clusters Score -1423641 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1423678.500000 Penalty: 3033.656250
	Iteration 28Q: 3 clusters Score -1423678 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1423700.125000 Penalty: 3033.656250
	Iteration 29Q: 3 clusters Score -1423700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1423731.500000 Penalty: 3033.656250
	Iteration 30Q: 3 clusters Score -1423732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1423756.250000 Penalty: 3033.656250
	Iteration 31Q: 3 clusters Score -1423756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1423773.250000 Penalty: 3033.656250
	Iteration 32Q: 3 clusters Score -1423773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1423790.375000 Penalty: 3033.656250
	Iteration 33Q: 3 clusters Score -1423790 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1423814.125000 Penalty: 3033.656250
	Iteration 34Q: 3 clusters Score -1423814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1423829.875000 Penalty: 3033.656250
	Iteration 35Q: 3 clusters Score -1423830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1423845.375000 Penalty: 3033.656250
	Iteration 36Q: 3 clusters Score -1423845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1423860.375000 Penalty: 3033.656250
	Iteration 37Q: 3 clusters Score -1423860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1423878.625000 Penalty: 3033.656250
	Iteration 38Q: 3 clusters Score -1423879 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1423904.375000 Penalty: 3033.656250
	Iteration 39Q: 3 clusters Score -1423904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1423930.500000 Penalty: 3033.656250
	Iteration 40F: 3 clusters Score -1423930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1423960.125000 Penalty: 3033.656250
	Iteration 41Q: 3 clusters Score -1423960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1423982.875000 Penalty: 3033.656250
	Iteration 42Q: 3 clusters Score -1423983 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1424009.125000 Penalty: 3033.656250
	Iteration 43Q: 3 clusters Score -1424009 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1424037.500000 Penalty: 3033.656250
	Iteration 44Q: 3 clusters Score -1424038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1424062.125000 Penalty: 3033.656250
	Iteration 45Q: 3 clusters Score -1424062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1424086.375000 Penalty: 3033.656250
	Iteration 46Q: 3 clusters Score -1424086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1424110.625000 Penalty: 3033.656250
	Iteration 47Q: 3 clusters Score -1424111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1424146.875000 Penalty: 3033.656250
	Iteration 48Q: 3 clusters Score -1424147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1424191.250000 Penalty: 3033.656250
	Iteration 49Q: 3 clusters Score -1424191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1424252.250000 Penalty: 3033.656250
	Iteration 50Q: 3 clusters Score -1424252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1424354.875000 Penalty: 3033.656250
	Iteration 51Q: 3 clusters Score -1424355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1424417.500000 Penalty: 3033.656250
	Iteration 52Q: 3 clusters Score -1424418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1424468.000000 Penalty: 3033.656250
	Iteration 53Q: 3 clusters Score -1424468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1424498.500000 Penalty: 3033.656250
	Iteration 54Q: 3 clusters Score -1424498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1424514.125000 Penalty: 3033.656250
	Iteration 55Q: 3 clusters Score -1424514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1424525.125000 Penalty: 3033.656250
	Iteration 56Q: 3 clusters Score -1424525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1424533.500000 Penalty: 3033.656250
	Iteration 57Q: 3 clusters Score -1424534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1424538.625000 Penalty: 3033.656250
	Iteration 58Q: 3 clusters Score -1424539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1424540.000000 Penalty: 3033.656250
	Iteration 59Q: 3 clusters Score -1424540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1424545.625000 Penalty: 3033.656250
	Iteration 60F: 3 clusters Score -1424546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1424549.500000 Penalty: 3033.656250
	Iteration 61Q: 3 clusters Score -1424550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1424557.375000 Penalty: 3033.656250
	Iteration 62Q: 3 clusters Score -1424557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1424561.750000 Penalty: 3033.656250
	Iteration 63Q: 3 clusters Score -1424562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1424560.750000 Penalty: 3033.656250
	Iteration 64Q: 3 clusters Score -1424561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1424562.375000 Penalty: 3033.656250
	Iteration 65Q: 3 clusters Score -1424562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1424565.500000 Penalty: 3033.656250
	Iteration 66Q: 3 clusters Score -1424566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1424565.125000 Penalty: 3033.656250
	Iteration 67Q: 3 clusters Score -1424565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1424567.250000 Penalty: 3033.656250
	Iteration 68Q: 3 clusters Score -1424567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1424570.250000 Penalty: 3033.656250
	Iteration 69Q: 3 clusters Score -1424570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1424569.375000 Penalty: 3033.656250
	Iteration 70Q: 3 clusters Score -1424569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1424569.375000 Penalty: 3033.656250
	Iteration 71F: 3 clusters Score -1424569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37115.312500 Penalty: 957.840454
	Iteration 0F: 2 clusters Score -37115.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36367.496094 Penalty: 1915.680908
	Iteration 0F: 3 clusters Score -36367.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36738.074219 Penalty: 1915.680908
	Iteration 1F: 3 clusters Score -36738.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36937.410156 Penalty: 1915.680908
	Iteration 2F: 3 clusters Score -36937.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36983.585938 Penalty: 1915.680908
	Iteration 3F: 3 clusters Score -36983.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37023.003906 Penalty: 1915.680908
	Iteration 4Q: 3 clusters Score -37023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37103.566406 Penalty: 1915.680908
	Iteration 5Q: 3 clusters Score -37103.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37122.839844 Penalty: 1915.680908
	Iteration 6Q: 3 clusters Score -37122.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37122.839844 Penalty: 1915.680908
	Iteration 7F: 3 clusters Score -37122.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 50741 members 
Mstep: Class 4 contains 68499 members 
Mstep: Class 5 contains 53522 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 5583 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 19953 members 
Mstep: Class 13 contains 4236 members 
Mstep: Class 14 contains 14708 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 84438 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 63 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 393 members 
Mstep: Class 23 contains 62549 members 
Mstep: Class 24 contains 300 members 
Entering Unmasked Estep 
Score: -53929716.000000 Penalty: 50487.875000
Splitting cluster 20 changes total score from -53930556.000000 to -53929716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -290681.625000 Penalty: 1266.993042
	Iteration 0F: 2 clusters Score -290681.6 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 1245 members 
Entering Unmasked Estep 
Score: -288298.406250 Penalty: 2533.986084
	Iteration 0F: 3 clusters Score -288298.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -288855.218750 Penalty: 2533.986084
	Iteration 1F: 3 clusters Score -288855.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -289059.437500 Penalty: 2533.986084
	Iteration 2F: 3 clusters Score -289059.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -289229.718750 Penalty: 2533.986084
	Iteration 3F: 3 clusters Score -289229.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -289390.343750 Penalty: 2533.986084
	Iteration 4F: 3 clusters Score -289390.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289505.906250 Penalty: 2533.986084
	Iteration 5F: 3 clusters Score -289505.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -289607.750000 Penalty: 2533.986084
	Iteration 6Q: 3 clusters Score -289607.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -289677.093750 Penalty: 2533.986084
	Iteration 7Q: 3 clusters Score -289677.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -289726.406250 Penalty: 2533.986084
	Iteration 8Q: 3 clusters Score -289726.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -289775.593750 Penalty: 2533.986084
	Iteration 9Q: 3 clusters Score -289775.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -289819.843750 Penalty: 2533.986084
	Iteration 10Q: 3 clusters Score -289819.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -289853.312500 Penalty: 2533.986084
	Iteration 11Q: 3 clusters Score -289853.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -289871.812500 Penalty: 2533.986084
	Iteration 12Q: 3 clusters Score -289871.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -289886.718750 Penalty: 2533.986084
	Iteration 13Q: 3 clusters Score -289886.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -289897.968750 Penalty: 2533.986084
	Iteration 14Q: 3 clusters Score -289898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -289908.406250 Penalty: 2533.986084
	Iteration 15Q: 3 clusters Score -289908.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -289914.906250 Penalty: 2533.986084
	Iteration 16Q: 3 clusters Score -289914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -289918.468750 Penalty: 2533.986084
	Iteration 17Q: 3 clusters Score -289918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -289921.031250 Penalty: 2533.986084
	Iteration 18Q: 3 clusters Score -289921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -289924.312500 Penalty: 2533.986084
	Iteration 19Q: 3 clusters Score -289924.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -289928.031250 Penalty: 2533.986084
	Iteration 20F: 3 clusters Score -289928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -289931.750000 Penalty: 2533.986084
	Iteration 21Q: 3 clusters Score -289931.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -289935.562500 Penalty: 2533.986084
	Iteration 22Q: 3 clusters Score -289935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -289941.593750 Penalty: 2533.986084
	Iteration 23Q: 3 clusters Score -289941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -289945.500000 Penalty: 2533.986084
	Iteration 24Q: 3 clusters Score -289945.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -289947.906250 Penalty: 2533.986084
	Iteration 25Q: 3 clusters Score -289947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -289950.343750 Penalty: 2533.986084
	Iteration 26Q: 3 clusters Score -289950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -289954.218750 Penalty: 2533.986084
	Iteration 27Q: 3 clusters Score -289954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -289960.093750 Penalty: 2533.986084
	Iteration 28Q: 3 clusters Score -289960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -289963.531250 Penalty: 2533.986084
	Iteration 29Q: 3 clusters Score -289963.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -289966.187500 Penalty: 2533.986084
	Iteration 30Q: 3 clusters Score -289966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -289968.781250 Penalty: 2533.986084
	Iteration 31Q: 3 clusters Score -289968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -289969.812500 Penalty: 2533.986084
	Iteration 32Q: 3 clusters Score -289969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -289971.593750 Penalty: 2533.986084
	Iteration 33Q: 3 clusters Score -289971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -289973.000000 Penalty: 2533.986084
	Iteration 34Q: 3 clusters Score -289973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -289974.437500 Penalty: 2533.986084
	Iteration 35Q: 3 clusters Score -289974.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -289974.437500 Penalty: 2533.986084
	Iteration 36F: 3 clusters Score -289974.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Entering Unmasked Estep 
Score: -8256938.000000 Penalty: 1794.602173
	Iteration 0F: 2 clusters Score -8256938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -8216035.000000 Penalty: 3589.204346
	Iteration 0F: 3 clusters Score -8216035 nChanged 29233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -8232910.000000 Penalty: 3589.204346
	Iteration 1F: 3 clusters Score -8232910 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -8233651.500000 Penalty: 3589.204346
	Iteration 2Q: 3 clusters Score -8233652 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -8234655.000000 Penalty: 3589.204346
	Iteration 3Q: 3 clusters Score -8234655 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -8235869.500000 Penalty: 3589.204346
	Iteration 4Q: 3 clusters Score -8235870 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -8237416.500000 Penalty: 3589.204346
	Iteration 5F: 3 clusters Score -8237416 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -8238978.000000 Penalty: 3589.204346
	Iteration 6F: 3 clusters Score -8238978 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -8240488.000000 Penalty: 3589.204346
	Iteration 7F: 3 clusters Score -8240488 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -8241664.000000 Penalty: 3589.204346
	Iteration 8Q: 3 clusters Score -8241664 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -8242566.500000 Penalty: 3589.204346
	Iteration 9Q: 3 clusters Score -8242566 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -8243277.500000 Penalty: 3589.204346
	Iteration 10Q: 3 clusters Score -8243278 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -8243840.000000 Penalty: 3589.204346
	Iteration 11Q: 3 clusters Score -8243840 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -8244389.000000 Penalty: 3589.204346
	Iteration 12Q: 3 clusters Score -8244389 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8244954.500000 Penalty: 3589.204346
	Iteration 13Q: 3 clusters Score -8244954 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -8245582.000000 Penalty: 3589.204346
	Iteration 14Q: 3 clusters Score -8245582 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -8246398.500000 Penalty: 3589.204346
	Iteration 15Q: 3 clusters Score -8246398 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -8247395.500000 Penalty: 3589.204346
	Iteration 16Q: 3 clusters Score -8247396 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -8248695.000000 Penalty: 3589.204346
	Iteration 17Q: 3 clusters Score -8248695 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -8250150.000000 Penalty: 3589.204346
	Iteration 18Q: 3 clusters Score -8250150 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -8251570.000000 Penalty: 3589.204346
	Iteration 19Q: 3 clusters Score -8251570 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -8252947.500000 Penalty: 3589.204346
	Iteration 20F: 3 clusters Score -8252948 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -8254034.500000 Penalty: 3589.204346
	Iteration 21Q: 3 clusters Score -8254034 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -8254762.000000 Penalty: 3589.204346
	Iteration 22Q: 3 clusters Score -8254762 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -8255082.500000 Penalty: 3589.204346
	Iteration 23Q: 3 clusters Score -8255082 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -8255338.000000 Penalty: 3589.204346
	Iteration 24Q: 3 clusters Score -8255338 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -8255489.500000 Penalty: 3589.204346
	Iteration 25Q: 3 clusters Score -8255490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -8255585.000000 Penalty: 3589.204346
	Iteration 26Q: 3 clusters Score -8255585 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -8255613.500000 Penalty: 3589.204346
	Iteration 27Q: 3 clusters Score -8255614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -8255636.000000 Penalty: 3589.204346
	Iteration 28Q: 3 clusters Score -8255636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -8255650.500000 Penalty: 3589.204346
	Iteration 29Q: 3 clusters Score -8255650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -8255652.000000 Penalty: 3589.204346
	Iteration 30Q: 3 clusters Score -8255652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -8255658.000000 Penalty: 3589.204346
	Iteration 31Q: 3 clusters Score -8255658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -8255664.000000 Penalty: 3589.204346
	Iteration 32Q: 3 clusters Score -8255664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -8255670.000000 Penalty: 3589.204346
	Iteration 33Q: 3 clusters Score -8255670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -8255677.000000 Penalty: 3589.204346
	Iteration 34Q: 3 clusters Score -8255677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -8255673.500000 Penalty: 3589.204346
	Iteration 35Q: 3 clusters Score -8255674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -8255679.000000 Penalty: 3589.204346
	Iteration 36Q: 3 clusters Score -8255679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -8255682.500000 Penalty: 3589.204346
	Iteration 37Q: 3 clusters Score -8255682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -8255681.000000 Penalty: 3589.204346
	Iteration 38Q: 3 clusters Score -8255681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -8255684.000000 Penalty: 3589.204346
	Iteration 39Q: 3 clusters Score -8255684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -8255683.000000 Penalty: 3589.204346
	Iteration 40F: 3 clusters Score -8255683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 50741 members 
Mstep: Class 4 contains 68499 members 
Mstep: Class 5 contains 53522 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 5583 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 19953 members 
Mstep: Class 13 contains 4236 members 
Mstep: Class 14 contains 14708 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 84438 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 23 contains 62549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931788.000000 Penalty: 48384.214844
Iteration 79Q: 24 clusters Score -5.393179e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12401 members 
Mstep: Class 3 contains 50794 members 
Mstep: Class 4 contains 69509 members 
Mstep: Class 5 contains 53491 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 5826 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 19938 members 
Mstep: Class 13 contains 4216 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 83548 members 
Mstep: Class 19 contains 11317 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 394 members 
Mstep: Class 23 contains 62479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932992.000000 Penalty: 48384.214844
Iteration 80F: 24 clusters Score -5.393299e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12376 members 
Mstep: Class 3 contains 50790 members 
Mstep: Class 4 contains 70413 members 
Mstep: Class 5 contains 53462 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 5974 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 96 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 19932 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 14634 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 82571 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 62432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53934072.000000 Penalty: 48384.214844
Iteration 81Q: 24 clusters Score -5.393407e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 50777 members 
Mstep: Class 4 contains 71082 members 
Mstep: Class 5 contains 53448 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 19927 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 14 contains 14618 members 
Mstep: Class 15 contains 2765 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 81823 members 
Mstep: Class 19 contains 11319 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 2364 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 62394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53934552.000000 Penalty: 48384.214844
Iteration 82Q: 24 clusters Score -5.393455e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12355 members 
Mstep: Class 3 contains 50781 members 
Mstep: Class 4 contains 71557 members 
Mstep: Class 5 contains 53439 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 91 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 19924 members 
Mstep: Class 13 contains 4155 members 
Mstep: Class 14 contains 14611 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 6413 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 81252 members 
Mstep: Class 19 contains 11308 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 491 members 
Mstep: Class 23 contains 62373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53935092.000000 Penalty: 48384.214844
Iteration 83Q: 24 clusters Score -5.393509e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12342 members 
Mstep: Class 3 contains 50742 members 
Mstep: Class 4 contains 71887 members 
Mstep: Class 5 contains 53440 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 19919 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 14610 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 6438 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 80870 members 
Mstep: Class 19 contains 11303 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 62356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53935476.000000 Penalty: 48384.214844
Iteration 84Q: 24 clusters Score -5.393548e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 12342 members 
Mstep: Class 3 contains 50718 members 
Mstep: Class 4 contains 72066 members 
Mstep: Class 5 contains 53439 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 19919 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 14605 members 
Mstep: Class 15 contains 2993 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 80642 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 505 members 
Mstep: Class 23 contains 62337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53935916.000000 Penalty: 48384.214844
Iteration 85Q: 24 clusters Score -5.393592e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12344 members 
Mstep: Class 3 contains 50710 members 
Mstep: Class 4 contains 72118 members 
Mstep: Class 5 contains 53442 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 19917 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 14604 members 
Mstep: Class 15 contains 3033 members 
Mstep: Class 16 contains 6469 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 80552 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 507 members 
Mstep: Class 23 contains 62329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936140.000000 Penalty: 48384.214844
Iteration 86Q: 24 clusters Score -5.393614e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12338 members 
Mstep: Class 3 contains 50708 members 
Mstep: Class 4 contains 72092 members 
Mstep: Class 5 contains 53441 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 6247 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 19917 members 
Mstep: Class 13 contains 4106 members 
Mstep: Class 14 contains 14595 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 80564 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 509 members 
Mstep: Class 23 contains 62327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936324.000000 Penalty: 48384.214844
Iteration 87Q: 24 clusters Score -5.393632e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12334 members 
Mstep: Class 3 contains 50703 members 
Mstep: Class 4 contains 71942 members 
Mstep: Class 5 contains 53439 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19914 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 14588 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 6497 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 80689 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 62327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936404.000000 Penalty: 48384.214844
Iteration 88Q: 24 clusters Score -5.39364e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12333 members 
Mstep: Class 3 contains 50689 members 
Mstep: Class 4 contains 71794 members 
Mstep: Class 5 contains 53438 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 6267 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19908 members 
Mstep: Class 13 contains 4071 members 
Mstep: Class 14 contains 14590 members 
Mstep: Class 15 contains 3104 members 
Mstep: Class 16 contains 6505 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 80840 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 62324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936424.000000 Penalty: 48384.214844
Iteration 89Q: 24 clusters Score -5.393642e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 12328 members 
Mstep: Class 3 contains 50677 members 
Mstep: Class 4 contains 71592 members 
Mstep: Class 5 contains 53437 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19906 members 
Mstep: Class 13 contains 4061 members 
Mstep: Class 14 contains 14591 members 
Mstep: Class 15 contains 3132 members 
Mstep: Class 16 contains 6509 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 81030 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 62326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936456.000000 Penalty: 48384.214844
Iteration 90Q: 24 clusters Score -5.393646e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12327 members 
Mstep: Class 3 contains 50660 members 
Mstep: Class 4 contains 71371 members 
Mstep: Class 5 contains 53443 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 6269 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 4069 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 3157 members 
Mstep: Class 16 contains 6526 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 81212 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 516 members 
Mstep: Class 23 contains 62329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936460.000000 Penalty: 48384.214844
Iteration 91Q: 24 clusters Score -5.393646e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12323 members 
Mstep: Class 3 contains 50644 members 
Mstep: Class 4 contains 71154 members 
Mstep: Class 5 contains 53447 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 6273 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 14591 members 
Mstep: Class 15 contains 3181 members 
Mstep: Class 16 contains 6543 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 81403 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 519 members 
Mstep: Class 23 contains 62332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936476.000000 Penalty: 48384.214844
Iteration 92Q: 24 clusters Score -5.393648e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12320 members 
Mstep: Class 3 contains 50635 members 
Mstep: Class 4 contains 70933 members 
Mstep: Class 5 contains 53446 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 6275 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 4050 members 
Mstep: Class 14 contains 14591 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 81595 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 521 members 
Mstep: Class 23 contains 62339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936512.000000 Penalty: 48384.214844
Iteration 93Q: 24 clusters Score -5.393651e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 50618 members 
Mstep: Class 4 contains 70724 members 
Mstep: Class 5 contains 53444 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 14593 members 
Mstep: Class 15 contains 3239 members 
Mstep: Class 16 contains 6564 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 81791 members 
Mstep: Class 19 contains 11289 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 62343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936400.000000 Penalty: 48384.214844
Iteration 94Q: 24 clusters Score -5.39364e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 50602 members 
Mstep: Class 4 contains 70526 members 
Mstep: Class 5 contains 53444 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19905 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 14596 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 6574 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 81972 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 62345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936380.000000 Penalty: 48384.214844
Iteration 95Q: 24 clusters Score -5.393638e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12312 members 
Mstep: Class 3 contains 50599 members 
Mstep: Class 4 contains 70334 members 
Mstep: Class 5 contains 53443 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 6280 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 19905 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 14599 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 82150 members 
Mstep: Class 19 contains 11279 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 62347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936388.000000 Penalty: 48384.214844
Iteration 96Q: 24 clusters Score -5.393639e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12309 members 
Mstep: Class 3 contains 50601 members 
Mstep: Class 4 contains 70161 members 
Mstep: Class 5 contains 53443 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 19905 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 14 contains 14602 members 
Mstep: Class 15 contains 3328 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 82314 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 62346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936332.000000 Penalty: 48384.214844
Iteration 97Q: 24 clusters Score -5.393633e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12308 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 69983 members 
Mstep: Class 5 contains 53444 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 19905 members 
Mstep: Class 13 contains 3972 members 
Mstep: Class 14 contains 14608 members 
Mstep: Class 15 contains 3355 members 
Mstep: Class 16 contains 6592 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 82477 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 62344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936356.000000 Penalty: 48384.214844
Iteration 98Q: 24 clusters Score -5.393636e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12306 members 
Mstep: Class 3 contains 50594 members 
Mstep: Class 4 contains 69814 members 
Mstep: Class 5 contains 53446 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 19905 members 
Mstep: Class 13 contains 3952 members 
Mstep: Class 14 contains 14610 members 
Mstep: Class 15 contains 3377 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 82644 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 62341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936460.000000 Penalty: 48384.214844
Iteration 99Q: 24 clusters Score -5.393646e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12304 members 
Mstep: Class 3 contains 50594 members 
Mstep: Class 4 contains 69660 members 
Mstep: Class 5 contains 53449 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 14615 members 
Mstep: Class 15 contains 3397 members 
Mstep: Class 16 contains 6595 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 82815 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 526 members 
Mstep: Class 23 contains 62340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936444.000000 Penalty: 48384.214844
Iteration 100F: 24 clusters Score -5.393644e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12303 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 69529 members 
Mstep: Class 5 contains 53450 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 6285 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 93 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 19903 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 3412 members 
Mstep: Class 16 contains 6596 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 82952 members 
Mstep: Class 19 contains 11273 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 527 members 
Mstep: Class 23 contains 62343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936504.000000 Penalty: 48384.214844
Iteration 101Q: 24 clusters Score -5.39365e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12303 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 69427 members 
Mstep: Class 5 contains 53450 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 6285 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 93 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3874 members 
Mstep: Class 14 contains 14623 members 
Mstep: Class 15 contains 3429 members 
Mstep: Class 16 contains 6602 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83057 members 
Mstep: Class 19 contains 11274 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 527 members 
Mstep: Class 23 contains 62343 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 24 clusters Score -5.393653e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12299 members 
Mstep: Class 3 contains 50596 members 
Mstep: Class 4 contains 69329 members 
Mstep: Class 5 contains 53452 members 
Mstep: Class 6 contains 1405 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 94 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 14628 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 16 contains 6604 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83149 members 
Mstep: Class 19 contains 11274 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 528 members 
Mstep: Class 23 contains 62345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936540.000000 Penalty: 48384.214844
Iteration 103Q: 24 clusters Score -5.393654e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12300 members 
Mstep: Class 3 contains 50587 members 
Mstep: Class 4 contains 69227 members 
Mstep: Class 5 contains 53458 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 6288 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19903 members 
Mstep: Class 13 contains 3851 members 
Mstep: Class 14 contains 14630 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83242 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 528 members 
Mstep: Class 23 contains 62346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936536.000000 Penalty: 48384.214844
Iteration 104Q: 24 clusters Score -5.393654e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12301 members 
Mstep: Class 3 contains 50580 members 
Mstep: Class 4 contains 69143 members 
Mstep: Class 5 contains 53464 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1281 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19903 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 3483 members 
Mstep: Class 16 contains 6608 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83314 members 
Mstep: Class 19 contains 11270 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 62346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936532.000000 Penalty: 48384.214844
Iteration 105Q: 24 clusters Score -5.393653e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12299 members 
Mstep: Class 3 contains 50582 members 
Mstep: Class 4 contains 69088 members 
Mstep: Class 5 contains 53466 members 
Mstep: Class 6 contains 1399 members 
Mstep: Class 7 contains 6290 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19903 members 
Mstep: Class 13 contains 3838 members 
Mstep: Class 14 contains 14635 members 
Mstep: Class 15 contains 3504 members 
Mstep: Class 16 contains 6612 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83353 members 
Mstep: Class 19 contains 11274 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 62346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936600.000000 Penalty: 48384.214844
Iteration 106Q: 24 clusters Score -5.39366e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12298 members 
Mstep: Class 3 contains 50580 members 
Mstep: Class 4 contains 69030 members 
Mstep: Class 5 contains 53466 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19904 members 
Mstep: Class 13 contains 3834 members 
Mstep: Class 14 contains 14638 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83398 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 62347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936596.000000 Penalty: 48384.214844
Iteration 107Q: 24 clusters Score -5.39366e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12299 members 
Mstep: Class 3 contains 50579 members 
Mstep: Class 4 contains 68961 members 
Mstep: Class 5 contains 53465 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19903 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 3542 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83447 members 
Mstep: Class 19 contains 11274 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 62347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936564.000000 Penalty: 48384.214844
Iteration 108Q: 24 clusters Score -5.393656e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 50579 members 
Mstep: Class 4 contains 68906 members 
Mstep: Class 5 contains 53466 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19901 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 3558 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83485 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 62349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936504.000000 Penalty: 48384.214844
Iteration 109Q: 24 clusters Score -5.39365e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12293 members 
Mstep: Class 3 contains 50579 members 
Mstep: Class 4 contains 68854 members 
Mstep: Class 5 contains 53466 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19901 members 
Mstep: Class 13 contains 3828 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83519 members 
Mstep: Class 19 contains 11270 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 531 members 
Mstep: Class 23 contains 62349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936416.000000 Penalty: 48384.214844
Iteration 110Q: 24 clusters Score -5.393642e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12291 members 
Mstep: Class 3 contains 50579 members 
Mstep: Class 4 contains 68810 members 
Mstep: Class 5 contains 53466 members 
Mstep: Class 6 contains 1399 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3826 members 
Mstep: Class 14 contains 14644 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83551 members 
Mstep: Class 19 contains 11267 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 532 members 
Mstep: Class 23 contains 62349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936408.000000 Penalty: 48384.214844
Iteration 111Q: 24 clusters Score -5.393641e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 12287 members 
Mstep: Class 3 contains 50583 members 
Mstep: Class 4 contains 68766 members 
Mstep: Class 5 contains 53466 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19903 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 16 contains 6629 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83571 members 
Mstep: Class 19 contains 11266 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 532 members 
Mstep: Class 23 contains 62345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936420.000000 Penalty: 48384.214844
Iteration 112Q: 24 clusters Score -5.393642e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 50584 members 
Mstep: Class 4 contains 68741 members 
Mstep: Class 5 contains 53468 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19903 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 6628 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83576 members 
Mstep: Class 19 contains 11265 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 532 members 
Mstep: Class 23 contains 62345 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 24 clusters Score -5.393645e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 50585 members 
Mstep: Class 4 contains 68704 members 
Mstep: Class 5 contains 53468 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3822 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 6628 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83592 members 
Mstep: Class 19 contains 11264 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 62345 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 24 clusters Score -5.393634e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 50587 members 
Mstep: Class 4 contains 68669 members 
Mstep: Class 5 contains 53469 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6292 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3817 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 6630 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83605 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 62343 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 24 clusters Score -5.39364e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 50588 members 
Mstep: Class 4 contains 68634 members 
Mstep: Class 5 contains 53469 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6293 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83621 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 62343 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 24 clusters Score -5.393638e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 50587 members 
Mstep: Class 4 contains 68591 members 
Mstep: Class 5 contains 53469 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83639 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 62343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936360.000000 Penalty: 48384.214844
Iteration 117Q: 24 clusters Score -5.393636e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 50588 members 
Mstep: Class 4 contains 68545 members 
Mstep: Class 5 contains 53469 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 14644 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 6630 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83655 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 62343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936340.000000 Penalty: 48384.214844
Iteration 118Q: 24 clusters Score -5.393634e+07 nChanged 96
Entering ConstructFrom: 
Score: -53936340.000000 Penalty: 48384.214844
Entering ConstructFrom: 
Trying to split cluster 1 (12473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Entering Unmasked Estep 
Score: -1647348.750000 Penalty: 1532.589722
	Iteration 0F: 2 clusters Score -1647349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1638569.250000 Penalty: 3065.179443
	Iteration 0F: 3 clusters Score -1638569 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1641402.875000 Penalty: 3065.179443
	Iteration 1F: 3 clusters Score -1641403 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1641647.250000 Penalty: 3065.179443
	Iteration 2F: 3 clusters Score -1641647 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1641893.125000 Penalty: 3065.179443
	Iteration 3Q: 3 clusters Score -1641893 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1642140.625000 Penalty: 3065.179443
	Iteration 4Q: 3 clusters Score -1642141 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1642431.250000 Penalty: 3065.179443
	Iteration 5Q: 3 clusters Score -1642431 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1642768.250000 Penalty: 3065.179443
	Iteration 6F: 3 clusters Score -1642768 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1643189.750000 Penalty: 3065.179443
	Iteration 7F: 3 clusters Score -1643190 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1643704.500000 Penalty: 3065.179443
	Iteration 8F: 3 clusters Score -1643704 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1644269.375000 Penalty: 3065.179443
	Iteration 9F: 3 clusters Score -1644269 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1644782.875000 Penalty: 3065.179443
	Iteration 10Q: 3 clusters Score -1644783 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1645170.250000 Penalty: 3065.179443
	Iteration 11Q: 3 clusters Score -1645170 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1645445.375000 Penalty: 3065.179443
	Iteration 12Q: 3 clusters Score -1645445 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1645657.000000 Penalty: 3065.179443
	Iteration 13Q: 3 clusters Score -1645657 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1645798.750000 Penalty: 3065.179443
	Iteration 14Q: 3 clusters Score -1645799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1645873.250000 Penalty: 3065.179443
	Iteration 15Q: 3 clusters Score -1645873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1645935.750000 Penalty: 3065.179443
	Iteration 16Q: 3 clusters Score -1645936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1645968.000000 Penalty: 3065.179443
	Iteration 17Q: 3 clusters Score -1645968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1645985.000000 Penalty: 3065.179443
	Iteration 18Q: 3 clusters Score -1645985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1645993.000000 Penalty: 3065.179443
	Iteration 19Q: 3 clusters Score -1645993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1646005.750000 Penalty: 3065.179443
	Iteration 20F: 3 clusters Score -1646006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1646014.375000 Penalty: 3065.179443
	Iteration 21Q: 3 clusters Score -1646014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1646021.375000 Penalty: 3065.179443
	Iteration 22Q: 3 clusters Score -1646021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1646028.500000 Penalty: 3065.179443
	Iteration 23Q: 3 clusters Score -1646028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1646031.375000 Penalty: 3065.179443
	Iteration 24Q: 3 clusters Score -1646031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1646029.750000 Penalty: 3065.179443
	Iteration 25Q: 3 clusters Score -1646030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1646030.250000 Penalty: 3065.179443
	Iteration 26Q: 3 clusters Score -1646030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1646030.250000 Penalty: 3065.179443
	Iteration 27F: 3 clusters Score -1646030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Entering Unmasked Estep 
Score: -1544714.125000 Penalty: 1530.135132
	Iteration 0F: 2 clusters Score -1544714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1536078.375000 Penalty: 3060.270264
	Iteration 0F: 3 clusters Score -1536078 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1539060.625000 Penalty: 3060.270264
	Iteration 1F: 3 clusters Score -1539061 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1539379.125000 Penalty: 3060.270264
	Iteration 2F: 3 clusters Score -1539379 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1539614.750000 Penalty: 3060.270264
	Iteration 3F: 3 clusters Score -1539615 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1539805.000000 Penalty: 3060.270264
	Iteration 4Q: 3 clusters Score -1539805 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1539988.375000 Penalty: 3060.270264
	Iteration 5Q: 3 clusters Score -1539988 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1540171.625000 Penalty: 3060.270264
	Iteration 6Q: 3 clusters Score -1540172 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1540392.500000 Penalty: 3060.270264
	Iteration 7Q: 3 clusters Score -1540392 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1540675.250000 Penalty: 3060.270264
	Iteration 8Q: 3 clusters Score -1540675 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1541002.250000 Penalty: 3060.270264
	Iteration 9Q: 3 clusters Score -1541002 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1541402.500000 Penalty: 3060.270264
	Iteration 10Q: 3 clusters Score -1541402 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1541787.000000 Penalty: 3060.270264
	Iteration 11Q: 3 clusters Score -1541787 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1542134.500000 Penalty: 3060.270264
	Iteration 12Q: 3 clusters Score -1542134 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1542446.375000 Penalty: 3060.270264
	Iteration 13Q: 3 clusters Score -1542446 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1542672.125000 Penalty: 3060.270264
	Iteration 14Q: 3 clusters Score -1542672 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1542844.375000 Penalty: 3060.270264
	Iteration 15Q: 3 clusters Score -1542844 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1542964.250000 Penalty: 3060.270264
	Iteration 16Q: 3 clusters Score -1542964 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1543041.875000 Penalty: 3060.270264
	Iteration 17Q: 3 clusters Score -1543042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1543112.500000 Penalty: 3060.270264
	Iteration 18Q: 3 clusters Score -1543112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1543169.750000 Penalty: 3060.270264
	Iteration 19Q: 3 clusters Score -1543170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1543205.875000 Penalty: 3060.270264
	Iteration 20F: 3 clusters Score -1543206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1543250.000000 Penalty: 3060.270264
	Iteration 21Q: 3 clusters Score -1543250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1543270.750000 Penalty: 3060.270264
	Iteration 22Q: 3 clusters Score -1543271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1543301.125000 Penalty: 3060.270264
	Iteration 23Q: 3 clusters Score -1543301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1543328.875000 Penalty: 3060.270264
	Iteration 24Q: 3 clusters Score -1543329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1543342.625000 Penalty: 3060.270264
	Iteration 25Q: 3 clusters Score -1543343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1543361.250000 Penalty: 3060.270264
	Iteration 26Q: 3 clusters Score -1543361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1543379.750000 Penalty: 3060.270264
	Iteration 27Q: 3 clusters Score -1543380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1543390.500000 Penalty: 3060.270264
	Iteration 28Q: 3 clusters Score -1543390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1543397.375000 Penalty: 3060.270264
	Iteration 29Q: 3 clusters Score -1543397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1543407.750000 Penalty: 3060.270264
	Iteration 30Q: 3 clusters Score -1543408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1543411.875000 Penalty: 3060.270264
	Iteration 31Q: 3 clusters Score -1543412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1543415.250000 Penalty: 3060.270264
	Iteration 32Q: 3 clusters Score -1543415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1543422.125000 Penalty: 3060.270264
	Iteration 33Q: 3 clusters Score -1543422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1543427.000000 Penalty: 3060.270264
	Iteration 34Q: 3 clusters Score -1543427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1543429.375000 Penalty: 3060.270264
	Iteration 35Q: 3 clusters Score -1543429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1543429.250000 Penalty: 3060.270264
	Iteration 36Q: 3 clusters Score -1543429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1543432.625000 Penalty: 3060.270264
	Iteration 37Q: 3 clusters Score -1543433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1543435.625000 Penalty: 3060.270264
	Iteration 38Q: 3 clusters Score -1543436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1543438.250000 Penalty: 3060.270264
	Iteration 39Q: 3 clusters Score -1543438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1543438.125000 Penalty: 3060.270264
	Iteration 40F: 3 clusters Score -1543438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1543441.125000 Penalty: 3060.270264
	Iteration 41Q: 3 clusters Score -1543441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1543444.500000 Penalty: 3060.270264
	Iteration 42Q: 3 clusters Score -1543444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1543450.750000 Penalty: 3060.270264
	Iteration 43Q: 3 clusters Score -1543451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1543456.375000 Penalty: 3060.270264
	Iteration 44Q: 3 clusters Score -1543456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1543459.250000 Penalty: 3060.270264
	Iteration 45Q: 3 clusters Score -1543459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1543463.125000 Penalty: 3060.270264
	Iteration 46Q: 3 clusters Score -1543463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1543471.750000 Penalty: 3060.270264
	Iteration 47Q: 3 clusters Score -1543472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1543477.000000 Penalty: 3060.270264
	Iteration 48Q: 3 clusters Score -1543477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1543477.500000 Penalty: 3060.270264
	Iteration 49Q: 3 clusters Score -1543478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1543481.500000 Penalty: 3060.270264
	Iteration 50Q: 3 clusters Score -1543482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1543481.500000 Penalty: 3060.270264
	Iteration 51F: 3 clusters Score -1543482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Entering Unmasked Estep 
Score: -6627972.500000 Penalty: 1760.107422
	Iteration 0F: 2 clusters Score -6627972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -6594223.000000 Penalty: 3520.214844
	Iteration 0F: 3 clusters Score -6594223 nChanged 23683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -6607702.500000 Penalty: 3520.214844
	Iteration 1F: 3 clusters Score -6607702 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -6608319.500000 Penalty: 3520.214844
	Iteration 2Q: 3 clusters Score -6608320 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -6609025.000000 Penalty: 3520.214844
	Iteration 3Q: 3 clusters Score -6609025 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -6609877.500000 Penalty: 3520.214844
	Iteration 4Q: 3 clusters Score -6609878 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -6610926.500000 Penalty: 3520.214844
	Iteration 5Q: 3 clusters Score -6610926 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -6612511.000000 Penalty: 3520.214844
	Iteration 6F: 3 clusters Score -6612511 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -6614752.000000 Penalty: 3520.214844
	Iteration 7F: 3 clusters Score -6614752 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -6617853.000000 Penalty: 3520.214844
	Iteration 8F: 3 clusters Score -6617853 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -6621420.500000 Penalty: 3520.214844
	Iteration 9F: 3 clusters Score -6621420 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -6624289.500000 Penalty: 3520.214844
	Iteration 10F: 3 clusters Score -6624290 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -6626355.000000 Penalty: 3520.214844
	Iteration 11Q: 3 clusters Score -6626355 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6627684.000000 Penalty: 3520.214844
	Iteration 12Q: 3 clusters Score -6627684 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -6628434.000000 Penalty: 3520.214844
	Iteration 13Q: 3 clusters Score -6628434 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -6628791.000000 Penalty: 3520.214844
	Iteration 14Q: 3 clusters Score -6628791 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -6629014.500000 Penalty: 3520.214844
	Iteration 15Q: 3 clusters Score -6629014 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -6629104.000000 Penalty: 3520.214844
	Iteration 16Q: 3 clusters Score -6629104 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -6629158.500000 Penalty: 3520.214844
	Iteration 17Q: 3 clusters Score -6629158 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -6629203.500000 Penalty: 3520.214844
	Iteration 18Q: 3 clusters Score -6629204 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -6629222.500000 Penalty: 3520.214844
	Iteration 19Q: 3 clusters Score -6629222 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -6629218.000000 Penalty: 3520.214844
	Iteration 20F: 3 clusters Score -6629218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6629226.500000 Penalty: 3520.214844
	Iteration 21Q: 3 clusters Score -6629226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -6629250.500000 Penalty: 3520.214844
	Iteration 22Q: 3 clusters Score -6629250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -6629264.000000 Penalty: 3520.214844
	Iteration 23Q: 3 clusters Score -6629264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -6629245.000000 Penalty: 3520.214844
	Iteration 24Q: 3 clusters Score -6629245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6629251.500000 Penalty: 3520.214844
	Iteration 25Q: 3 clusters Score -6629252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -6629255.500000 Penalty: 3520.214844
	Iteration 26Q: 3 clusters Score -6629256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -6629259.000000 Penalty: 3520.214844
	Iteration 27Q: 3 clusters Score -6629259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -6629276.000000 Penalty: 3520.214844
	Iteration 28Q: 3 clusters Score -6629276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -6629265.000000 Penalty: 3520.214844
	Iteration 29Q: 3 clusters Score -6629265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -6629267.000000 Penalty: 3520.214844
	Iteration 30Q: 3 clusters Score -6629267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -6629263.000000 Penalty: 3520.214844
	Iteration 31Q: 3 clusters Score -6629263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -6629266.000000 Penalty: 3520.214844
	Iteration 32Q: 3 clusters Score -6629266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -6629260.500000 Penalty: 3520.214844
	Iteration 33Q: 3 clusters Score -6629260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -6629263.500000 Penalty: 3520.214844
	Iteration 34Q: 3 clusters Score -6629264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -6629269.000000 Penalty: 3520.214844
	Iteration 35Q: 3 clusters Score -6629269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -6629270.500000 Penalty: 3520.214844
	Iteration 36Q: 3 clusters Score -6629270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -6629262.000000 Penalty: 3520.214844
	Iteration 37Q: 3 clusters Score -6629262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -6629267.500000 Penalty: 3520.214844
	Iteration 38Q: 3 clusters Score -6629268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -6629271.000000 Penalty: 3520.214844
	Iteration 39Q: 3 clusters Score -6629271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -6629273.500000 Penalty: 3520.214844
	Iteration 40F: 3 clusters Score -6629274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -6629278.000000 Penalty: 3520.214844
	Iteration 41Q: 3 clusters Score -6629278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -6629281.000000 Penalty: 3520.214844
	Iteration 42Q: 3 clusters Score -6629281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -6629291.000000 Penalty: 3520.214844
	Iteration 43Q: 3 clusters Score -6629291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -6629288.000000 Penalty: 3520.214844
	Iteration 44Q: 3 clusters Score -6629288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -6629282.000000 Penalty: 3520.214844
	Iteration 45Q: 3 clusters Score -6629282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -6629282.500000 Penalty: 3520.214844
	Iteration 46Q: 3 clusters Score -6629282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -6629282.500000 Penalty: 3520.214844
	Iteration 47F: 3 clusters Score -6629282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 20853 members 
Mstep: Class 4 contains 68506 members 
Mstep: Class 5 contains 53470 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 14644 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83664 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 62343 members 
Mstep: Class 24 contains 29733 members 
Entering Unmasked Estep 
Score: -53937060.000000 Penalty: 50487.875000
Splitting cluster 3 changes total score from -53936340.000000 to -53937060.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (68506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Entering Unmasked Estep 
Score: -8997225.000000 Penalty: 1809.385010
	Iteration 0F: 2 clusters Score -8997225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -8952321.000000 Penalty: 3618.770020
	Iteration 0F: 3 clusters Score -8952321 nChanged 32504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -8971094.000000 Penalty: 3618.770020
	Iteration 1F: 3 clusters Score -8971094 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -8971663.000000 Penalty: 3618.770020
	Iteration 2Q: 3 clusters Score -8971663 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -8972393.000000 Penalty: 3618.770020
	Iteration 3Q: 3 clusters Score -8972393 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -8973371.000000 Penalty: 3618.770020
	Iteration 4Q: 3 clusters Score -8973371 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -8974713.000000 Penalty: 3618.770020
	Iteration 5Q: 3 clusters Score -8974713 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -8976703.000000 Penalty: 3618.770020
	Iteration 6F: 3 clusters Score -8976703 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -8979526.000000 Penalty: 3618.770020
	Iteration 7F: 3 clusters Score -8979526 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -8982820.000000 Penalty: 3618.770020
	Iteration 8F: 3 clusters Score -8982820 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -8985308.000000 Penalty: 3618.770020
	Iteration 9F: 3 clusters Score -8985308 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -8986506.000000 Penalty: 3618.770020
	Iteration 10Q: 3 clusters Score -8986506 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -8986932.000000 Penalty: 3618.770020
	Iteration 11Q: 3 clusters Score -8986932 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -8987302.000000 Penalty: 3618.770020
	Iteration 12Q: 3 clusters Score -8987302 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -8987634.000000 Penalty: 3618.770020
	Iteration 13Q: 3 clusters Score -8987634 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -8987937.000000 Penalty: 3618.770020
	Iteration 14Q: 3 clusters Score -8987937 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -8988266.000000 Penalty: 3618.770020
	Iteration 15Q: 3 clusters Score -8988266 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -8988675.000000 Penalty: 3618.770020
	Iteration 16Q: 3 clusters Score -8988675 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -8989112.000000 Penalty: 3618.770020
	Iteration 17Q: 3 clusters Score -8989112 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -8989493.000000 Penalty: 3618.770020
	Iteration 18Q: 3 clusters Score -8989493 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -8989922.000000 Penalty: 3618.770020
	Iteration 19Q: 3 clusters Score -8989922 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -8990314.000000 Penalty: 3618.770020
	Iteration 20F: 3 clusters Score -8990314 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -8990624.000000 Penalty: 3618.770020
	Iteration 21Q: 3 clusters Score -8990624 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8990857.000000 Penalty: 3618.770020
	Iteration 22Q: 3 clusters Score -8990857 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -8991035.000000 Penalty: 3618.770020
	Iteration 23Q: 3 clusters Score -8991035 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8991246.000000 Penalty: 3618.770020
	Iteration 24Q: 3 clusters Score -8991246 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8991453.000000 Penalty: 3618.770020
	Iteration 25Q: 3 clusters Score -8991453 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -8991611.000000 Penalty: 3618.770020
	Iteration 26Q: 3 clusters Score -8991611 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -8991742.000000 Penalty: 3618.770020
	Iteration 27Q: 3 clusters Score -8991742 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -8991875.000000 Penalty: 3618.770020
	Iteration 28Q: 3 clusters Score -8991875 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -8991987.000000 Penalty: 3618.770020
	Iteration 29Q: 3 clusters Score -8991987 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -8992087.000000 Penalty: 3618.770020
	Iteration 30Q: 3 clusters Score -8992087 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -8992237.000000 Penalty: 3618.770020
	Iteration 31Q: 3 clusters Score -8992237 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -8992334.000000 Penalty: 3618.770020
	Iteration 32Q: 3 clusters Score -8992334 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -8992529.000000 Penalty: 3618.770020
	Iteration 33Q: 3 clusters Score -8992529 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -8992632.000000 Penalty: 3618.770020
	Iteration 34Q: 3 clusters Score -8992632 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -8992744.000000 Penalty: 3618.770020
	Iteration 35Q: 3 clusters Score -8992744 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -8992884.000000 Penalty: 3618.770020
	Iteration 36Q: 3 clusters Score -8992884 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -8993015.000000 Penalty: 3618.770020
	Iteration 37Q: 3 clusters Score -8993015 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -8993113.000000 Penalty: 3618.770020
	Iteration 38Q: 3 clusters Score -8993113 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -8993239.000000 Penalty: 3618.770020
	Iteration 39Q: 3 clusters Score -8993239 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -8993329.000000 Penalty: 3618.770020
	Iteration 40F: 3 clusters Score -8993329 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -8993501.000000 Penalty: 3618.770020
	Iteration 41Q: 3 clusters Score -8993501 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -8993647.000000 Penalty: 3618.770020
	Iteration 42Q: 3 clusters Score -8993647 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -8993724.000000 Penalty: 3618.770020
	Iteration 43Q: 3 clusters Score -8993724 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -8993813.000000 Penalty: 3618.770020
	Iteration 44Q: 3 clusters Score -8993813 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -8993894.000000 Penalty: 3618.770020
	Iteration 45Q: 3 clusters Score -8993894 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -8993983.000000 Penalty: 3618.770020
	Iteration 46Q: 3 clusters Score -8993983 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -8994135.000000 Penalty: 3618.770020
	Iteration 47Q: 3 clusters Score -8994135 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -8994219.000000 Penalty: 3618.770020
	Iteration 48Q: 3 clusters Score -8994219 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -8994307.000000 Penalty: 3618.770020
	Iteration 49Q: 3 clusters Score -8994307 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -8994420.000000 Penalty: 3618.770020
	Iteration 50Q: 3 clusters Score -8994420 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -8994511.000000 Penalty: 3618.770020
	Iteration 51Q: 3 clusters Score -8994511 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -8994625.000000 Penalty: 3618.770020
	Iteration 52Q: 3 clusters Score -8994625 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -8994714.000000 Penalty: 3618.770020
	Iteration 53Q: 3 clusters Score -8994714 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -8994779.000000 Penalty: 3618.770020
	Iteration 54Q: 3 clusters Score -8994779 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -8994874.000000 Penalty: 3618.770020
	Iteration 55Q: 3 clusters Score -8994874 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -8994940.000000 Penalty: 3618.770020
	Iteration 56Q: 3 clusters Score -8994940 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -8994998.000000 Penalty: 3618.770020
	Iteration 57Q: 3 clusters Score -8994998 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -8995072.000000 Penalty: 3618.770020
	Iteration 58Q: 3 clusters Score -8995072 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -8995152.000000 Penalty: 3618.770020
	Iteration 59Q: 3 clusters Score -8995152 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -8995171.000000 Penalty: 3618.770020
	Iteration 60F: 3 clusters Score -8995171 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -8995292.000000 Penalty: 3618.770020
	Iteration 61Q: 3 clusters Score -8995292 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -8995325.000000 Penalty: 3618.770020
	Iteration 62Q: 3 clusters Score -8995325 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -8995392.000000 Penalty: 3618.770020
	Iteration 63Q: 3 clusters Score -8995392 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -8995407.000000 Penalty: 3618.770020
	Iteration 64Q: 3 clusters Score -8995407 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -8995415.000000 Penalty: 3618.770020
	Iteration 65Q: 3 clusters Score -8995415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 66298 members 
Entering Unmasked Estep 
Score: -8995461.000000 Penalty: 3618.770020
	Iteration 66Q: 3 clusters Score -8995461 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -8995501.000000 Penalty: 3618.770020
	Iteration 67Q: 3 clusters Score -8995501 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -8995534.000000 Penalty: 3618.770020
	Iteration 68Q: 3 clusters Score -8995534 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -8995552.000000 Penalty: 3618.770020
	Iteration 69Q: 3 clusters Score -8995552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -8995586.000000 Penalty: 3618.770020
	Iteration 70Q: 3 clusters Score -8995586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -8995627.000000 Penalty: 3618.770020
	Iteration 71Q: 3 clusters Score -8995627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -8995631.000000 Penalty: 3618.770020
	Iteration 72Q: 3 clusters Score -8995631 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -8995649.000000 Penalty: 3618.770020
	Iteration 73Q: 3 clusters Score -8995649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -8995659.000000 Penalty: 3618.770020
	Iteration 74Q: 3 clusters Score -8995659 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -8995676.000000 Penalty: 3618.770020
	Iteration 75Q: 3 clusters Score -8995676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -8995708.000000 Penalty: 3618.770020
	Iteration 76Q: 3 clusters Score -8995708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -8995711.000000 Penalty: 3618.770020
	Iteration 77Q: 3 clusters Score -8995711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -8995744.000000 Penalty: 3618.770020
	Iteration 78Q: 3 clusters Score -8995744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -8995765.000000 Penalty: 3618.770020
	Iteration 79Q: 3 clusters Score -8995765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -8995757.000000 Penalty: 3618.770020
	Iteration 80F: 3 clusters Score -8995757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -8995786.000000 Penalty: 3618.770020
	Iteration 81Q: 3 clusters Score -8995786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -8995796.000000 Penalty: 3618.770020
	Iteration 82Q: 3 clusters Score -8995796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -8995793.000000 Penalty: 3618.770020
	Iteration 83Q: 3 clusters Score -8995793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -8995802.000000 Penalty: 3618.770020
	Iteration 84Q: 3 clusters Score -8995802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -8995806.000000 Penalty: 3618.770020
	Iteration 85Q: 3 clusters Score -8995806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -8995807.000000 Penalty: 3618.770020
	Iteration 86Q: 3 clusters Score -8995807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -8995804.000000 Penalty: 3618.770020
	Iteration 87Q: 3 clusters Score -8995804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -8995803.000000 Penalty: 3618.770020
	Iteration 88Q: 3 clusters Score -8995803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -8995803.000000 Penalty: 3618.770020
	Iteration 89Q: 3 clusters Score -8995803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -8995815.000000 Penalty: 3618.770020
	Iteration 90Q: 3 clusters Score -8995815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -8995817.000000 Penalty: 3618.770020
	Iteration 91Q: 3 clusters Score -8995817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -8995821.000000 Penalty: 3618.770020
	Iteration 92Q: 3 clusters Score -8995821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -8995825.000000 Penalty: 3618.770020
	Iteration 93Q: 3 clusters Score -8995825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -8995826.000000 Penalty: 3618.770020
	Iteration 94Q: 3 clusters Score -8995826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -8995832.000000 Penalty: 3618.770020
	Iteration 95Q: 3 clusters Score -8995832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -8995836.000000 Penalty: 3618.770020
	Iteration 96Q: 3 clusters Score -8995836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -8995834.000000 Penalty: 3618.770020
	Iteration 97Q: 3 clusters Score -8995834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -8995828.000000 Penalty: 3618.770020
	Iteration 98Q: 3 clusters Score -8995828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -8995834.000000 Penalty: 3618.770020
	Iteration 99Q: 3 clusters Score -8995834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -8995834.000000 Penalty: 3618.770020
	Iteration 100F: 3 clusters Score -8995834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Entering Unmasked Estep 
Score: -7041241.000000 Penalty: 1769.117310
	Iteration 0F: 2 clusters Score -7041241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -7005754.500000 Penalty: 3538.234619
	Iteration 0F: 3 clusters Score -7005754 nChanged 25112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -7019870.000000 Penalty: 3538.234619
	Iteration 1F: 3 clusters Score -7019870 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -7020331.000000 Penalty: 3538.234619
	Iteration 2Q: 3 clusters Score -7020331 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -7020946.000000 Penalty: 3538.234619
	Iteration 3Q: 3 clusters Score -7020946 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -7021860.000000 Penalty: 3538.234619
	Iteration 4Q: 3 clusters Score -7021860 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -7023422.000000 Penalty: 3538.234619
	Iteration 5F: 3 clusters Score -7023422 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -7025853.500000 Penalty: 3538.234619
	Iteration 6F: 3 clusters Score -7025854 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -7029147.000000 Penalty: 3538.234619
	Iteration 7F: 3 clusters Score -7029147 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -7032744.500000 Penalty: 3538.234619
	Iteration 8F: 3 clusters Score -7032744 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7035830.500000 Penalty: 3538.234619
	Iteration 9F: 3 clusters Score -7035830 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7037796.500000 Penalty: 3538.234619
	Iteration 10Q: 3 clusters Score -7037796 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7038812.500000 Penalty: 3538.234619
	Iteration 11Q: 3 clusters Score -7038812 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7039267.500000 Penalty: 3538.234619
	Iteration 12Q: 3 clusters Score -7039268 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7039467.500000 Penalty: 3538.234619
	Iteration 13Q: 3 clusters Score -7039468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7039569.000000 Penalty: 3538.234619
	Iteration 14Q: 3 clusters Score -7039569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7039619.500000 Penalty: 3538.234619
	Iteration 15Q: 3 clusters Score -7039620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7039652.000000 Penalty: 3538.234619
	Iteration 16Q: 3 clusters Score -7039652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7039666.000000 Penalty: 3538.234619
	Iteration 17Q: 3 clusters Score -7039666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7039683.000000 Penalty: 3538.234619
	Iteration 18Q: 3 clusters Score -7039683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7039697.000000 Penalty: 3538.234619
	Iteration 19Q: 3 clusters Score -7039697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7039713.000000 Penalty: 3538.234619
	Iteration 20F: 3 clusters Score -7039713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7039714.500000 Penalty: 3538.234619
	Iteration 21Q: 3 clusters Score -7039714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7039720.000000 Penalty: 3538.234619
	Iteration 22Q: 3 clusters Score -7039720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7039719.000000 Penalty: 3538.234619
	Iteration 23Q: 3 clusters Score -7039719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7039727.500000 Penalty: 3538.234619
	Iteration 24Q: 3 clusters Score -7039728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7039727.500000 Penalty: 3538.234619
	Iteration 25F: 3 clusters Score -7039728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -176551.984375 Penalty: 1177.418945
	Iteration 0F: 2 clusters Score -176552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174846.609375 Penalty: 2354.837891
	Iteration 0F: 3 clusters Score -174846.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -175160.593750 Penalty: 2354.837891
	Iteration 1F: 3 clusters Score -175160.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -175229.671875 Penalty: 2354.837891
	Iteration 2F: 3 clusters Score -175229.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -175262.890625 Penalty: 2354.837891
	Iteration 3Q: 3 clusters Score -175262.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -175281.875000 Penalty: 2354.837891
	Iteration 4Q: 3 clusters Score -175281.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -175305.375000 Penalty: 2354.837891
	Iteration 5Q: 3 clusters Score -175305.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -175327.062500 Penalty: 2354.837891
	Iteration 6Q: 3 clusters Score -175327.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -175343.875000 Penalty: 2354.837891
	Iteration 7Q: 3 clusters Score -175343.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175354.421875 Penalty: 2354.837891
	Iteration 8Q: 3 clusters Score -175354.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175358.140625 Penalty: 2354.837891
	Iteration 9Q: 3 clusters Score -175358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175363.250000 Penalty: 2354.837891
	Iteration 10Q: 3 clusters Score -175363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175369.062500 Penalty: 2354.837891
	Iteration 11Q: 3 clusters Score -175369.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -175374.343750 Penalty: 2354.837891
	Iteration 12Q: 3 clusters Score -175374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175377.671875 Penalty: 2354.837891
	Iteration 13Q: 3 clusters Score -175377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175379.375000 Penalty: 2354.837891
	Iteration 14Q: 3 clusters Score -175379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175381.015625 Penalty: 2354.837891
	Iteration 15Q: 3 clusters Score -175381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175381.781250 Penalty: 2354.837891
	Iteration 16Q: 3 clusters Score -175381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175382.343750 Penalty: 2354.837891
	Iteration 17Q: 3 clusters Score -175382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175383.875000 Penalty: 2354.837891
	Iteration 18Q: 3 clusters Score -175383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -175385.109375 Penalty: 2354.837891
	Iteration 19Q: 3 clusters Score -175385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175385.437500 Penalty: 2354.837891
	Iteration 20F: 3 clusters Score -175385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175385.875000 Penalty: 2354.837891
	Iteration 21Q: 3 clusters Score -175385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175386.140625 Penalty: 2354.837891
	Iteration 22Q: 3 clusters Score -175386.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175386.140625 Penalty: 2354.837891
	Iteration 23F: 3 clusters Score -175386.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -829772.312500 Penalty: 1421.547974
	Iteration 0F: 2 clusters Score -829772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -825011.750000 Penalty: 2843.095947
	Iteration 0F: 3 clusters Score -825011.8 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -826304.937500 Penalty: 2843.095947
	Iteration 1F: 3 clusters Score -826304.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -826489.125000 Penalty: 2843.095947
	Iteration 2F: 3 clusters Score -826489.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -826632.562500 Penalty: 2843.095947
	Iteration 3F: 3 clusters Score -826632.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -826742.062500 Penalty: 2843.095947
	Iteration 4Q: 3 clusters Score -826742.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -826840.250000 Penalty: 2843.095947
	Iteration 5Q: 3 clusters Score -826840.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -826940.125000 Penalty: 2843.095947
	Iteration 6Q: 3 clusters Score -826940.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -827024.312500 Penalty: 2843.095947
	Iteration 7Q: 3 clusters Score -827024.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -827094.437500 Penalty: 2843.095947
	Iteration 8Q: 3 clusters Score -827094.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -827175.375000 Penalty: 2843.095947
	Iteration 9Q: 3 clusters Score -827175.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -827248.625000 Penalty: 2843.095947
	Iteration 10Q: 3 clusters Score -827248.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -827324.562500 Penalty: 2843.095947
	Iteration 11Q: 3 clusters Score -827324.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -827388.187500 Penalty: 2843.095947
	Iteration 12Q: 3 clusters Score -827388.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -827448.375000 Penalty: 2843.095947
	Iteration 13Q: 3 clusters Score -827448.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -827519.437500 Penalty: 2843.095947
	Iteration 14Q: 3 clusters Score -827519.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -827586.500000 Penalty: 2843.095947
	Iteration 15Q: 3 clusters Score -827586.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -827666.125000 Penalty: 2843.095947
	Iteration 16Q: 3 clusters Score -827666.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -827732.250000 Penalty: 2843.095947
	Iteration 17Q: 3 clusters Score -827732.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -827800.437500 Penalty: 2843.095947
	Iteration 18Q: 3 clusters Score -827800.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -827845.500000 Penalty: 2843.095947
	Iteration 19Q: 3 clusters Score -827845.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -827871.625000 Penalty: 2843.095947
	Iteration 20F: 3 clusters Score -827871.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -827898.625000 Penalty: 2843.095947
	Iteration 21Q: 3 clusters Score -827898.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -827920.687500 Penalty: 2843.095947
	Iteration 22Q: 3 clusters Score -827920.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -827929.437500 Penalty: 2843.095947
	Iteration 23Q: 3 clusters Score -827929.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -827935.812500 Penalty: 2843.095947
	Iteration 24Q: 3 clusters Score -827935.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -827941.125000 Penalty: 2843.095947
	Iteration 25Q: 3 clusters Score -827941.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -827946.437500 Penalty: 2843.095947
	Iteration 26Q: 3 clusters Score -827946.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -827949.250000 Penalty: 2843.095947
	Iteration 27Q: 3 clusters Score -827949.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -827953.375000 Penalty: 2843.095947
	Iteration 28Q: 3 clusters Score -827953.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -827954.312500 Penalty: 2843.095947
	Iteration 29Q: 3 clusters Score -827954.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -827956.062500 Penalty: 2843.095947
	Iteration 30Q: 3 clusters Score -827956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -827957.750000 Penalty: 2843.095947
	Iteration 31Q: 3 clusters Score -827957.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -827958.562500 Penalty: 2843.095947
	Iteration 32Q: 3 clusters Score -827958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -827960.875000 Penalty: 2843.095947
	Iteration 33Q: 3 clusters Score -827960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -827961.937500 Penalty: 2843.095947
	Iteration 34Q: 3 clusters Score -827961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -827964.687500 Penalty: 2843.095947
	Iteration 35Q: 3 clusters Score -827964.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -827967.750000 Penalty: 2843.095947
	Iteration 36Q: 3 clusters Score -827967.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -827971.125000 Penalty: 2843.095947
	Iteration 37Q: 3 clusters Score -827971.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -827972.187500 Penalty: 2843.095947
	Iteration 38Q: 3 clusters Score -827972.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -827977.750000 Penalty: 2843.095947
	Iteration 39Q: 3 clusters Score -827977.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -827978.687500 Penalty: 2843.095947
	Iteration 40F: 3 clusters Score -827978.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -827978.937500 Penalty: 2843.095947
	Iteration 41Q: 3 clusters Score -827978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -827980.750000 Penalty: 2843.095947
	Iteration 42Q: 3 clusters Score -827980.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -827981.437500 Penalty: 2843.095947
	Iteration 43Q: 3 clusters Score -827981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -827982.125000 Penalty: 2843.095947
	Iteration 44Q: 3 clusters Score -827982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -827982.312500 Penalty: 2843.095947
	Iteration 45Q: 3 clusters Score -827982.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -827983.000000 Penalty: 2843.095947
	Iteration 46Q: 3 clusters Score -827983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -827985.812500 Penalty: 2843.095947
	Iteration 47Q: 3 clusters Score -827985.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -827986.437500 Penalty: 2843.095947
	Iteration 48Q: 3 clusters Score -827986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -827987.562500 Penalty: 2843.095947
	Iteration 49Q: 3 clusters Score -827987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -827988.125000 Penalty: 2843.095947
	Iteration 50Q: 3 clusters Score -827988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -827989.312500 Penalty: 2843.095947
	Iteration 51Q: 3 clusters Score -827989.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -827989.687500 Penalty: 2843.095947
	Iteration 52Q: 3 clusters Score -827989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -827989.562500 Penalty: 2843.095947
	Iteration 53Q: 3 clusters Score -827989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -827989.437500 Penalty: 2843.095947
	Iteration 54Q: 3 clusters Score -827989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -827991.250000 Penalty: 2843.095947
	Iteration 55Q: 3 clusters Score -827991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -827991.687500 Penalty: 2843.095947
	Iteration 56Q: 3 clusters Score -827991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -827991.375000 Penalty: 2843.095947
	Iteration 57Q: 3 clusters Score -827991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -827992.437500 Penalty: 2843.095947
	Iteration 58Q: 3 clusters Score -827992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -827992.937500 Penalty: 2843.095947
	Iteration 59Q: 3 clusters Score -827992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -827993.437500 Penalty: 2843.095947
	Iteration 60F: 3 clusters Score -827993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -827993.875000 Penalty: 2843.095947
	Iteration 61Q: 3 clusters Score -827993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -827993.875000 Penalty: 2843.095947
	Iteration 62F: 3 clusters Score -827993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -109191.171875 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -109191.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107873.156250 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -107873.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108081.468750 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -108081.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108132.593750 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -108132.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108160.000000 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -108160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108180.507812 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -108180.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108188.554688 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -108188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108198.312500 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -108198.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108208.093750 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -108208.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -108217.242188 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -108217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108225.421875 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -108225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108227.617188 Penalty: 2211.499756
	Iteration 10Q: 3 clusters Score -108227.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108229.531250 Penalty: 2211.499756
	Iteration 11Q: 3 clusters Score -108229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108231.875000 Penalty: 2211.499756
	Iteration 12Q: 3 clusters Score -108231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108232.593750 Penalty: 2211.499756
	Iteration 13Q: 3 clusters Score -108232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108233.437500 Penalty: 2211.499756
	Iteration 14Q: 3 clusters Score -108233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108233.703125 Penalty: 2211.499756
	Iteration 15Q: 3 clusters Score -108233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108233.703125 Penalty: 2211.499756
	Iteration 16F: 3 clusters Score -108233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -167369.890625 Penalty: 1161.733887
	Iteration 0F: 2 clusters Score -167369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -165742.484375 Penalty: 2323.467773
	Iteration 0F: 3 clusters Score -165742.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -166017.890625 Penalty: 2323.467773
	Iteration 1F: 3 clusters Score -166017.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -166094.484375 Penalty: 2323.467773
	Iteration 2F: 3 clusters Score -166094.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -166128.406250 Penalty: 2323.467773
	Iteration 3Q: 3 clusters Score -166128.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -166155.671875 Penalty: 2323.467773
	Iteration 4Q: 3 clusters Score -166155.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -166178.062500 Penalty: 2323.467773
	Iteration 5Q: 3 clusters Score -166178.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -166189.968750 Penalty: 2323.467773
	Iteration 6Q: 3 clusters Score -166190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -166197.515625 Penalty: 2323.467773
	Iteration 7Q: 3 clusters Score -166197.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -166200.218750 Penalty: 2323.467773
	Iteration 8Q: 3 clusters Score -166200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -166205.828125 Penalty: 2323.467773
	Iteration 9Q: 3 clusters Score -166205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -166208.656250 Penalty: 2323.467773
	Iteration 10Q: 3 clusters Score -166208.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -166211.546875 Penalty: 2323.467773
	Iteration 11Q: 3 clusters Score -166211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -166215.984375 Penalty: 2323.467773
	Iteration 12Q: 3 clusters Score -166216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -166221.156250 Penalty: 2323.467773
	Iteration 13Q: 3 clusters Score -166221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -166222.109375 Penalty: 2323.467773
	Iteration 14Q: 3 clusters Score -166222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -166222.109375 Penalty: 2323.467773
	Iteration 15F: 3 clusters Score -166222.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -8417.156250 Penalty: 740.005005
	Iteration 0F: 2 clusters Score -8417.156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7920.410156 Penalty: 1480.010010
	Iteration 0F: 3 clusters Score -7920.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7957.860352 Penalty: 1480.010010
	Iteration 1F: 3 clusters Score -7957.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -92655.460938 Penalty: 1084.205322
	Iteration 0F: 2 clusters Score -92655.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91354.328125 Penalty: 2168.410645
	Iteration 0F: 3 clusters Score -91354.33 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91574.351562 Penalty: 2168.410645
	Iteration 1F: 3 clusters Score -91574.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91642.570312 Penalty: 2168.410645
	Iteration 2F: 3 clusters Score -91642.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91675.320312 Penalty: 2168.410645
	Iteration 3Q: 3 clusters Score -91675.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91693.992188 Penalty: 2168.410645
	Iteration 4Q: 3 clusters Score -91693.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91706.312500 Penalty: 2168.410645
	Iteration 5Q: 3 clusters Score -91706.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91708.226562 Penalty: 2168.410645
	Iteration 6Q: 3 clusters Score -91708.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91708.546875 Penalty: 2168.410645
	Iteration 7Q: 3 clusters Score -91708.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91709.320312 Penalty: 2168.410645
	Iteration 8Q: 3 clusters Score -91709.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91709.320312 Penalty: 2168.410645
	Iteration 9F: 3 clusters Score -91709.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Entering Unmasked Estep 
Score: -2635069.250000 Penalty: 1608.518555
	Iteration 0F: 2 clusters Score -2635069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2621480.000000 Penalty: 3217.037109
	Iteration 0F: 3 clusters Score -2621480 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2626415.250000 Penalty: 3217.037109
	Iteration 1F: 3 clusters Score -2626415 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2626745.750000 Penalty: 3217.037109
	Iteration 2Q: 3 clusters Score -2626746 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2627090.750000 Penalty: 3217.037109
	Iteration 3Q: 3 clusters Score -2627091 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2627489.250000 Penalty: 3217.037109
	Iteration 4Q: 3 clusters Score -2627489 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2627946.500000 Penalty: 3217.037109
	Iteration 5Q: 3 clusters Score -2627946 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2628463.750000 Penalty: 3217.037109
	Iteration 6Q: 3 clusters Score -2628464 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2629009.750000 Penalty: 3217.037109
	Iteration 7Q: 3 clusters Score -2629010 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2629618.500000 Penalty: 3217.037109
	Iteration 8Q: 3 clusters Score -2629618 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2630276.750000 Penalty: 3217.037109
	Iteration 9Q: 3 clusters Score -2630277 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2630925.250000 Penalty: 3217.037109
	Iteration 10F: 3 clusters Score -2630925 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2631559.250000 Penalty: 3217.037109
	Iteration 11Q: 3 clusters Score -2631559 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2632140.000000 Penalty: 3217.037109
	Iteration 12Q: 3 clusters Score -2632140 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2632588.750000 Penalty: 3217.037109
	Iteration 13Q: 3 clusters Score -2632589 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2632894.000000 Penalty: 3217.037109
	Iteration 14Q: 3 clusters Score -2632894 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2633132.000000 Penalty: 3217.037109
	Iteration 15Q: 3 clusters Score -2633132 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2633280.750000 Penalty: 3217.037109
	Iteration 16Q: 3 clusters Score -2633281 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2633354.750000 Penalty: 3217.037109
	Iteration 17Q: 3 clusters Score -2633355 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2633436.750000 Penalty: 3217.037109
	Iteration 18Q: 3 clusters Score -2633437 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2633499.750000 Penalty: 3217.037109
	Iteration 19Q: 3 clusters Score -2633500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2633534.000000 Penalty: 3217.037109
	Iteration 20F: 3 clusters Score -2633534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2633564.250000 Penalty: 3217.037109
	Iteration 21Q: 3 clusters Score -2633564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2633585.000000 Penalty: 3217.037109
	Iteration 22Q: 3 clusters Score -2633585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2633609.000000 Penalty: 3217.037109
	Iteration 23Q: 3 clusters Score -2633609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2633625.250000 Penalty: 3217.037109
	Iteration 24Q: 3 clusters Score -2633625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2633640.500000 Penalty: 3217.037109
	Iteration 25Q: 3 clusters Score -2633640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2633653.000000 Penalty: 3217.037109
	Iteration 26Q: 3 clusters Score -2633653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2633663.750000 Penalty: 3217.037109
	Iteration 27Q: 3 clusters Score -2633664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2633676.000000 Penalty: 3217.037109
	Iteration 28Q: 3 clusters Score -2633676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2633682.500000 Penalty: 3217.037109
	Iteration 29Q: 3 clusters Score -2633682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2633689.250000 Penalty: 3217.037109
	Iteration 30Q: 3 clusters Score -2633689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2633695.000000 Penalty: 3217.037109
	Iteration 31Q: 3 clusters Score -2633695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2633702.000000 Penalty: 3217.037109
	Iteration 32Q: 3 clusters Score -2633702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2633702.000000 Penalty: 3217.037109
	Iteration 33F: 3 clusters Score -2633702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -505333.375000 Penalty: 1339.960327
	Iteration 0F: 2 clusters Score -505333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -502147.312500 Penalty: 2679.920654
	Iteration 0F: 3 clusters Score -502147.3 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -502971.000000 Penalty: 2679.920654
	Iteration 1F: 3 clusters Score -502971 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -503104.906250 Penalty: 2679.920654
	Iteration 2F: 3 clusters Score -503104.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -503177.562500 Penalty: 2679.920654
	Iteration 3Q: 3 clusters Score -503177.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -503232.812500 Penalty: 2679.920654
	Iteration 4Q: 3 clusters Score -503232.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -503288.125000 Penalty: 2679.920654
	Iteration 5Q: 3 clusters Score -503288.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -503347.343750 Penalty: 2679.920654
	Iteration 6Q: 3 clusters Score -503347.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -503400.062500 Penalty: 2679.920654
	Iteration 7Q: 3 clusters Score -503400.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -503451.281250 Penalty: 2679.920654
	Iteration 8Q: 3 clusters Score -503451.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -503501.875000 Penalty: 2679.920654
	Iteration 9Q: 3 clusters Score -503501.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -503561.843750 Penalty: 2679.920654
	Iteration 10Q: 3 clusters Score -503561.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -503628.093750 Penalty: 2679.920654
	Iteration 11Q: 3 clusters Score -503628.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -503679.875000 Penalty: 2679.920654
	Iteration 12Q: 3 clusters Score -503679.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -503725.750000 Penalty: 2679.920654
	Iteration 13Q: 3 clusters Score -503725.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -503773.906250 Penalty: 2679.920654
	Iteration 14Q: 3 clusters Score -503773.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -503824.343750 Penalty: 2679.920654
	Iteration 15Q: 3 clusters Score -503824.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -503871.062500 Penalty: 2679.920654
	Iteration 16Q: 3 clusters Score -503871.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -503910.625000 Penalty: 2679.920654
	Iteration 17Q: 3 clusters Score -503910.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -503950.843750 Penalty: 2679.920654
	Iteration 18Q: 3 clusters Score -503950.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -503985.062500 Penalty: 2679.920654
	Iteration 19Q: 3 clusters Score -503985.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -504018.281250 Penalty: 2679.920654
	Iteration 20F: 3 clusters Score -504018.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -504047.156250 Penalty: 2679.920654
	Iteration 21Q: 3 clusters Score -504047.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -504069.656250 Penalty: 2679.920654
	Iteration 22Q: 3 clusters Score -504069.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -504092.281250 Penalty: 2679.920654
	Iteration 23Q: 3 clusters Score -504092.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -504109.000000 Penalty: 2679.920654
	Iteration 24Q: 3 clusters Score -504109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -504117.718750 Penalty: 2679.920654
	Iteration 25Q: 3 clusters Score -504117.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -504127.000000 Penalty: 2679.920654
	Iteration 26Q: 3 clusters Score -504127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -504136.500000 Penalty: 2679.920654
	Iteration 27Q: 3 clusters Score -504136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -504144.531250 Penalty: 2679.920654
	Iteration 28Q: 3 clusters Score -504144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -504146.718750 Penalty: 2679.920654
	Iteration 29Q: 3 clusters Score -504146.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -504147.687500 Penalty: 2679.920654
	Iteration 30Q: 3 clusters Score -504147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -504147.875000 Penalty: 2679.920654
	Iteration 31Q: 3 clusters Score -504147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -504151.187500 Penalty: 2679.920654
	Iteration 32Q: 3 clusters Score -504151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -504154.375000 Penalty: 2679.920654
	Iteration 33Q: 3 clusters Score -504154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -504156.625000 Penalty: 2679.920654
	Iteration 34Q: 3 clusters Score -504156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -504156.187500 Penalty: 2679.920654
	Iteration 35Q: 3 clusters Score -504156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -504156.187500 Penalty: 2679.920654
	Iteration 36F: 3 clusters Score -504156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Entering Unmasked Estep 
Score: -1941407.750000 Penalty: 1558.665283
	Iteration 0F: 2 clusters Score -1941408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1931262.750000 Penalty: 3117.330566
	Iteration 0F: 3 clusters Score -1931263 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1934752.750000 Penalty: 3117.330566
	Iteration 1F: 3 clusters Score -1934753 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1934981.875000 Penalty: 3117.330566
	Iteration 2Q: 3 clusters Score -1934982 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1935157.500000 Penalty: 3117.330566
	Iteration 3Q: 3 clusters Score -1935158 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1935348.500000 Penalty: 3117.330566
	Iteration 4Q: 3 clusters Score -1935348 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1935593.000000 Penalty: 3117.330566
	Iteration 5Q: 3 clusters Score -1935593 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1935895.500000 Penalty: 3117.330566
	Iteration 6Q: 3 clusters Score -1935896 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1936293.000000 Penalty: 3117.330566
	Iteration 7F: 3 clusters Score -1936293 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1936831.000000 Penalty: 3117.330566
	Iteration 8F: 3 clusters Score -1936831 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1937533.375000 Penalty: 3117.330566
	Iteration 9F: 3 clusters Score -1937533 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1938315.750000 Penalty: 3117.330566
	Iteration 10F: 3 clusters Score -1938316 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1939018.125000 Penalty: 3117.330566
	Iteration 11F: 3 clusters Score -1939018 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1939542.750000 Penalty: 3117.330566
	Iteration 12Q: 3 clusters Score -1939543 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1939809.750000 Penalty: 3117.330566
	Iteration 13Q: 3 clusters Score -1939810 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1939959.500000 Penalty: 3117.330566
	Iteration 14Q: 3 clusters Score -1939960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1940030.000000 Penalty: 3117.330566
	Iteration 15Q: 3 clusters Score -1940030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1940063.875000 Penalty: 3117.330566
	Iteration 16Q: 3 clusters Score -1940064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1940082.500000 Penalty: 3117.330566
	Iteration 17Q: 3 clusters Score -1940082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1940097.125000 Penalty: 3117.330566
	Iteration 18Q: 3 clusters Score -1940097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1940100.000000 Penalty: 3117.330566
	Iteration 19Q: 3 clusters Score -1940100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1940108.250000 Penalty: 3117.330566
	Iteration 20F: 3 clusters Score -1940108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1940114.625000 Penalty: 3117.330566
	Iteration 21Q: 3 clusters Score -1940115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1940127.875000 Penalty: 3117.330566
	Iteration 22Q: 3 clusters Score -1940128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1940137.500000 Penalty: 3117.330566
	Iteration 23Q: 3 clusters Score -1940138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1940139.125000 Penalty: 3117.330566
	Iteration 24Q: 3 clusters Score -1940139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1940141.375000 Penalty: 3117.330566
	Iteration 25Q: 3 clusters Score -1940141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1940142.125000 Penalty: 3117.330566
	Iteration 26Q: 3 clusters Score -1940142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1940142.125000 Penalty: 3117.330566
	Iteration 27F: 3 clusters Score -1940142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -497299.593750 Penalty: 1338.246216
	Iteration 0F: 2 clusters Score -497299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -494136.531250 Penalty: 2676.492432
	Iteration 0F: 3 clusters Score -494136.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -494938.187500 Penalty: 2676.492432
	Iteration 1F: 3 clusters Score -494938.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -495093.156250 Penalty: 2676.492432
	Iteration 2F: 3 clusters Score -495093.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -495209.906250 Penalty: 2676.492432
	Iteration 3Q: 3 clusters Score -495209.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -495289.937500 Penalty: 2676.492432
	Iteration 4Q: 3 clusters Score -495289.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -495353.031250 Penalty: 2676.492432
	Iteration 5Q: 3 clusters Score -495353 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -495416.968750 Penalty: 2676.492432
	Iteration 6Q: 3 clusters Score -495417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -495475.562500 Penalty: 2676.492432
	Iteration 7Q: 3 clusters Score -495475.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -495549.125000 Penalty: 2676.492432
	Iteration 8Q: 3 clusters Score -495549.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -495612.906250 Penalty: 2676.492432
	Iteration 9Q: 3 clusters Score -495612.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -495672.687500 Penalty: 2676.492432
	Iteration 10Q: 3 clusters Score -495672.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -495713.593750 Penalty: 2676.492432
	Iteration 11Q: 3 clusters Score -495713.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -495750.750000 Penalty: 2676.492432
	Iteration 12Q: 3 clusters Score -495750.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -495781.312500 Penalty: 2676.492432
	Iteration 13Q: 3 clusters Score -495781.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -495809.593750 Penalty: 2676.492432
	Iteration 14Q: 3 clusters Score -495809.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -495835.718750 Penalty: 2676.492432
	Iteration 15Q: 3 clusters Score -495835.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -495853.593750 Penalty: 2676.492432
	Iteration 16Q: 3 clusters Score -495853.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -495868.343750 Penalty: 2676.492432
	Iteration 17Q: 3 clusters Score -495868.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -495885.000000 Penalty: 2676.492432
	Iteration 18Q: 3 clusters Score -495885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -495896.000000 Penalty: 2676.492432
	Iteration 19Q: 3 clusters Score -495896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -495910.593750 Penalty: 2676.492432
	Iteration 20F: 3 clusters Score -495910.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -495922.593750 Penalty: 2676.492432
	Iteration 21Q: 3 clusters Score -495922.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -495932.500000 Penalty: 2676.492432
	Iteration 22Q: 3 clusters Score -495932.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -495939.531250 Penalty: 2676.492432
	Iteration 23Q: 3 clusters Score -495939.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -495946.093750 Penalty: 2676.492432
	Iteration 24Q: 3 clusters Score -495946.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -495950.375000 Penalty: 2676.492432
	Iteration 25Q: 3 clusters Score -495950.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -495955.531250 Penalty: 2676.492432
	Iteration 26Q: 3 clusters Score -495955.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -495958.343750 Penalty: 2676.492432
	Iteration 27Q: 3 clusters Score -495958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -495960.343750 Penalty: 2676.492432
	Iteration 28Q: 3 clusters Score -495960.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -495965.218750 Penalty: 2676.492432
	Iteration 29Q: 3 clusters Score -495965.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -495970.781250 Penalty: 2676.492432
	Iteration 30Q: 3 clusters Score -495970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -495973.281250 Penalty: 2676.492432
	Iteration 31Q: 3 clusters Score -495973.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -495976.812500 Penalty: 2676.492432
	Iteration 32Q: 3 clusters Score -495976.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -495983.875000 Penalty: 2676.492432
	Iteration 33Q: 3 clusters Score -495983.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -495988.125000 Penalty: 2676.492432
	Iteration 34Q: 3 clusters Score -495988.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -495992.375000 Penalty: 2676.492432
	Iteration 35Q: 3 clusters Score -495992.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -495994.093750 Penalty: 2676.492432
	Iteration 36Q: 3 clusters Score -495994.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -495997.968750 Penalty: 2676.492432
	Iteration 37Q: 3 clusters Score -495998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -496002.875000 Penalty: 2676.492432
	Iteration 38Q: 3 clusters Score -496002.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -496008.468750 Penalty: 2676.492432
	Iteration 39Q: 3 clusters Score -496008.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -496014.281250 Penalty: 2676.492432
	Iteration 40F: 3 clusters Score -496014.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -496020.656250 Penalty: 2676.492432
	Iteration 41Q: 3 clusters Score -496020.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -496028.281250 Penalty: 2676.492432
	Iteration 42Q: 3 clusters Score -496028.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -496037.343750 Penalty: 2676.492432
	Iteration 43Q: 3 clusters Score -496037.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -496045.156250 Penalty: 2676.492432
	Iteration 44Q: 3 clusters Score -496045.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -496054.875000 Penalty: 2676.492432
	Iteration 45Q: 3 clusters Score -496054.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -496067.406250 Penalty: 2676.492432
	Iteration 46Q: 3 clusters Score -496067.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -496080.437500 Penalty: 2676.492432
	Iteration 47Q: 3 clusters Score -496080.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -496095.000000 Penalty: 2676.492432
	Iteration 48Q: 3 clusters Score -496095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -496110.281250 Penalty: 2676.492432
	Iteration 49Q: 3 clusters Score -496110.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -496125.125000 Penalty: 2676.492432
	Iteration 50Q: 3 clusters Score -496125.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -496142.531250 Penalty: 2676.492432
	Iteration 51Q: 3 clusters Score -496142.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -496162.968750 Penalty: 2676.492432
	Iteration 52Q: 3 clusters Score -496163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -496176.687500 Penalty: 2676.492432
	Iteration 53Q: 3 clusters Score -496176.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -496194.593750 Penalty: 2676.492432
	Iteration 54Q: 3 clusters Score -496194.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -496205.562500 Penalty: 2676.492432
	Iteration 55Q: 3 clusters Score -496205.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -496217.812500 Penalty: 2676.492432
	Iteration 56Q: 3 clusters Score -496217.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -496227.125000 Penalty: 2676.492432
	Iteration 57Q: 3 clusters Score -496227.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -496232.875000 Penalty: 2676.492432
	Iteration 58Q: 3 clusters Score -496232.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -496238.531250 Penalty: 2676.492432
	Iteration 59Q: 3 clusters Score -496238.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -496244.125000 Penalty: 2676.492432
	Iteration 60F: 3 clusters Score -496244.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -496249.718750 Penalty: 2676.492432
	Iteration 61Q: 3 clusters Score -496249.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -496257.812500 Penalty: 2676.492432
	Iteration 62Q: 3 clusters Score -496257.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -496264.093750 Penalty: 2676.492432
	Iteration 63Q: 3 clusters Score -496264.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -496272.843750 Penalty: 2676.492432
	Iteration 64Q: 3 clusters Score -496272.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -496283.125000 Penalty: 2676.492432
	Iteration 65Q: 3 clusters Score -496283.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -496289.000000 Penalty: 2676.492432
	Iteration 66Q: 3 clusters Score -496289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -496294.625000 Penalty: 2676.492432
	Iteration 67Q: 3 clusters Score -496294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -496302.250000 Penalty: 2676.492432
	Iteration 68Q: 3 clusters Score -496302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -496303.781250 Penalty: 2676.492432
	Iteration 69Q: 3 clusters Score -496303.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -496308.718750 Penalty: 2676.492432
	Iteration 70Q: 3 clusters Score -496308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -496311.875000 Penalty: 2676.492432
	Iteration 71Q: 3 clusters Score -496311.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -496315.375000 Penalty: 2676.492432
	Iteration 72Q: 3 clusters Score -496315.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -496319.375000 Penalty: 2676.492432
	Iteration 73Q: 3 clusters Score -496319.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -496321.031250 Penalty: 2676.492432
	Iteration 74Q: 3 clusters Score -496321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -496322.562500 Penalty: 2676.492432
	Iteration 75Q: 3 clusters Score -496322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -496324.250000 Penalty: 2676.492432
	Iteration 76Q: 3 clusters Score -496324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -496326.000000 Penalty: 2676.492432
	Iteration 77Q: 3 clusters Score -496326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -496327.031250 Penalty: 2676.492432
	Iteration 78Q: 3 clusters Score -496327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -496328.281250 Penalty: 2676.492432
	Iteration 79Q: 3 clusters Score -496328.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -496328.281250 Penalty: 2676.492432
	Iteration 80F: 3 clusters Score -496328.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -835717.812500 Penalty: 1429.945068
	Iteration 0F: 2 clusters Score -835717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -830668.750000 Penalty: 2859.890137
	Iteration 0F: 3 clusters Score -830668.8 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -832154.687500 Penalty: 2859.890137
	Iteration 1F: 3 clusters Score -832154.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -832329.500000 Penalty: 2859.890137
	Iteration 2F: 3 clusters Score -832329.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -832427.250000 Penalty: 2859.890137
	Iteration 3Q: 3 clusters Score -832427.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -832500.875000 Penalty: 2859.890137
	Iteration 4Q: 3 clusters Score -832500.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -832558.875000 Penalty: 2859.890137
	Iteration 5Q: 3 clusters Score -832558.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -832612.312500 Penalty: 2859.890137
	Iteration 6Q: 3 clusters Score -832612.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -832659.312500 Penalty: 2859.890137
	Iteration 7Q: 3 clusters Score -832659.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -832710.250000 Penalty: 2859.890137
	Iteration 8Q: 3 clusters Score -832710.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -832770.937500 Penalty: 2859.890137
	Iteration 9Q: 3 clusters Score -832770.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -832837.750000 Penalty: 2859.890137
	Iteration 10Q: 3 clusters Score -832837.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -832925.250000 Penalty: 2859.890137
	Iteration 11Q: 3 clusters Score -832925.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -833013.312500 Penalty: 2859.890137
	Iteration 12Q: 3 clusters Score -833013.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -833080.187500 Penalty: 2859.890137
	Iteration 13Q: 3 clusters Score -833080.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -833154.187500 Penalty: 2859.890137
	Iteration 14Q: 3 clusters Score -833154.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -833256.625000 Penalty: 2859.890137
	Iteration 15Q: 3 clusters Score -833256.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -833396.187500 Penalty: 2859.890137
	Iteration 16Q: 3 clusters Score -833396.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -833550.687500 Penalty: 2859.890137
	Iteration 17Q: 3 clusters Score -833550.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -833747.250000 Penalty: 2859.890137
	Iteration 18Q: 3 clusters Score -833747.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -833920.375000 Penalty: 2859.890137
	Iteration 19Q: 3 clusters Score -833920.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -834066.062500 Penalty: 2859.890137
	Iteration 20F: 3 clusters Score -834066.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -834189.500000 Penalty: 2859.890137
	Iteration 21Q: 3 clusters Score -834189.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -834288.062500 Penalty: 2859.890137
	Iteration 22Q: 3 clusters Score -834288.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -834361.125000 Penalty: 2859.890137
	Iteration 23Q: 3 clusters Score -834361.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -834405.000000 Penalty: 2859.890137
	Iteration 24Q: 3 clusters Score -834405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -834438.250000 Penalty: 2859.890137
	Iteration 25Q: 3 clusters Score -834438.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -834454.937500 Penalty: 2859.890137
	Iteration 26Q: 3 clusters Score -834454.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -834472.375000 Penalty: 2859.890137
	Iteration 27Q: 3 clusters Score -834472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -834480.500000 Penalty: 2859.890137
	Iteration 28Q: 3 clusters Score -834480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -834488.125000 Penalty: 2859.890137
	Iteration 29Q: 3 clusters Score -834488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -834493.562500 Penalty: 2859.890137
	Iteration 30Q: 3 clusters Score -834493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -834496.687500 Penalty: 2859.890137
	Iteration 31Q: 3 clusters Score -834496.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -834501.562500 Penalty: 2859.890137
	Iteration 32Q: 3 clusters Score -834501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -834506.375000 Penalty: 2859.890137
	Iteration 33Q: 3 clusters Score -834506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -834507.437500 Penalty: 2859.890137
	Iteration 34Q: 3 clusters Score -834507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -834510.375000 Penalty: 2859.890137
	Iteration 35Q: 3 clusters Score -834510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -834518.437500 Penalty: 2859.890137
	Iteration 36Q: 3 clusters Score -834518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -834520.625000 Penalty: 2859.890137
	Iteration 37Q: 3 clusters Score -834520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -834520.625000 Penalty: 2859.890137
	Iteration 38F: 3 clusters Score -834520.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -194053.515625 Penalty: 1198.682617
	Iteration 0F: 2 clusters Score -194053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192265.281250 Penalty: 2397.365234
	Iteration 0F: 3 clusters Score -192265.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -192607.484375 Penalty: 2397.365234
	Iteration 1F: 3 clusters Score -192607.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -192712.875000 Penalty: 2397.365234
	Iteration 2F: 3 clusters Score -192712.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -192769.203125 Penalty: 2397.365234
	Iteration 3Q: 3 clusters Score -192769.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -192804.359375 Penalty: 2397.365234
	Iteration 4Q: 3 clusters Score -192804.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192823.437500 Penalty: 2397.365234
	Iteration 5Q: 3 clusters Score -192823.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -192832.750000 Penalty: 2397.365234
	Iteration 6Q: 3 clusters Score -192832.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -192838.531250 Penalty: 2397.365234
	Iteration 7Q: 3 clusters Score -192838.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192843.187500 Penalty: 2397.365234
	Iteration 8Q: 3 clusters Score -192843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -192848.156250 Penalty: 2397.365234
	Iteration 9Q: 3 clusters Score -192848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -192848.156250 Penalty: 2397.365234
	Iteration 10F: 3 clusters Score -192848.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Entering Unmasked Estep 
Score: -11053245.000000 Penalty: 1841.866699
	Iteration 0F: 2 clusters Score -1.105324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -11000642.000000 Penalty: 3683.733398
	Iteration 0F: 3 clusters Score -1.100064e+07 nChanged 39842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -11023517.000000 Penalty: 3683.733398
	Iteration 1F: 3 clusters Score -1.102352e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -11024368.000000 Penalty: 3683.733398
	Iteration 2Q: 3 clusters Score -1.102437e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -11025689.000000 Penalty: 3683.733398
	Iteration 3Q: 3 clusters Score -1.102569e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -11027972.000000 Penalty: 3683.733398
	Iteration 4F: 3 clusters Score -1.102797e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -11032212.000000 Penalty: 3683.733398
	Iteration 5F: 3 clusters Score -1.103221e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -11038535.000000 Penalty: 3683.733398
	Iteration 6F: 3 clusters Score -1.103854e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -11045124.000000 Penalty: 3683.733398
	Iteration 7F: 3 clusters Score -1.104512e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -11048973.000000 Penalty: 3683.733398
	Iteration 8F: 3 clusters Score -1.104897e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -11050531.000000 Penalty: 3683.733398
	Iteration 9Q: 3 clusters Score -1.105053e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -11051180.000000 Penalty: 3683.733398
	Iteration 10Q: 3 clusters Score -1.105118e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -11051380.000000 Penalty: 3683.733398
	Iteration 11Q: 3 clusters Score -1.105138e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -11051465.000000 Penalty: 3683.733398
	Iteration 12Q: 3 clusters Score -1.105146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -11051510.000000 Penalty: 3683.733398
	Iteration 13Q: 3 clusters Score -1.105151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -11051535.000000 Penalty: 3683.733398
	Iteration 14Q: 3 clusters Score -1.105154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -11051556.000000 Penalty: 3683.733398
	Iteration 15Q: 3 clusters Score -1.105156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -11051565.000000 Penalty: 3683.733398
	Iteration 16Q: 3 clusters Score -1.105156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -11051574.000000 Penalty: 3683.733398
	Iteration 17Q: 3 clusters Score -1.105157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -11051583.000000 Penalty: 3683.733398
	Iteration 18Q: 3 clusters Score -1.105158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -11051580.000000 Penalty: 3683.733398
	Iteration 19Q: 3 clusters Score -1.105158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -11051585.000000 Penalty: 3683.733398
	Iteration 20F: 3 clusters Score -1.105158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -11051596.000000 Penalty: 3683.733398
	Iteration 21Q: 3 clusters Score -1.10516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -11051596.000000 Penalty: 3683.733398
	Iteration 22F: 3 clusters Score -1.10516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Entering Unmasked Estep 
Score: -1418646.125000 Penalty: 1516.007690
	Iteration 0F: 2 clusters Score -1418646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1410697.125000 Penalty: 3032.015381
	Iteration 0F: 3 clusters Score -1410697 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1413321.875000 Penalty: 3032.015381
	Iteration 1F: 3 clusters Score -1413322 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1413611.875000 Penalty: 3032.015381
	Iteration 2F: 3 clusters Score -1413612 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1413838.250000 Penalty: 3032.015381
	Iteration 3F: 3 clusters Score -1413838 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1414054.625000 Penalty: 3032.015381
	Iteration 4Q: 3 clusters Score -1414055 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1414268.250000 Penalty: 3032.015381
	Iteration 5Q: 3 clusters Score -1414268 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1414498.625000 Penalty: 3032.015381
	Iteration 6Q: 3 clusters Score -1414499 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1414709.125000 Penalty: 3032.015381
	Iteration 7Q: 3 clusters Score -1414709 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1414907.000000 Penalty: 3032.015381
	Iteration 8Q: 3 clusters Score -1414907 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1415137.375000 Penalty: 3032.015381
	Iteration 9Q: 3 clusters Score -1415137 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1415351.000000 Penalty: 3032.015381
	Iteration 10Q: 3 clusters Score -1415351 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1415542.500000 Penalty: 3032.015381
	Iteration 11Q: 3 clusters Score -1415542 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1415698.500000 Penalty: 3032.015381
	Iteration 12Q: 3 clusters Score -1415698 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1415810.125000 Penalty: 3032.015381
	Iteration 13Q: 3 clusters Score -1415810 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1415909.375000 Penalty: 3032.015381
	Iteration 14Q: 3 clusters Score -1415909 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1415991.625000 Penalty: 3032.015381
	Iteration 15Q: 3 clusters Score -1415992 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1416075.125000 Penalty: 3032.015381
	Iteration 16Q: 3 clusters Score -1416075 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1416138.500000 Penalty: 3032.015381
	Iteration 17Q: 3 clusters Score -1416138 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1416196.250000 Penalty: 3032.015381
	Iteration 18Q: 3 clusters Score -1416196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1416237.875000 Penalty: 3032.015381
	Iteration 19Q: 3 clusters Score -1416238 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1416266.125000 Penalty: 3032.015381
	Iteration 20F: 3 clusters Score -1416266 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1416301.125000 Penalty: 3032.015381
	Iteration 21Q: 3 clusters Score -1416301 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1416338.250000 Penalty: 3032.015381
	Iteration 22Q: 3 clusters Score -1416338 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1416377.750000 Penalty: 3032.015381
	Iteration 23Q: 3 clusters Score -1416378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1416413.125000 Penalty: 3032.015381
	Iteration 24Q: 3 clusters Score -1416413 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1416457.875000 Penalty: 3032.015381
	Iteration 25Q: 3 clusters Score -1416458 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1416489.125000 Penalty: 3032.015381
	Iteration 26Q: 3 clusters Score -1416489 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1416512.625000 Penalty: 3032.015381
	Iteration 27Q: 3 clusters Score -1416513 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1416546.875000 Penalty: 3032.015381
	Iteration 28Q: 3 clusters Score -1416547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1416565.250000 Penalty: 3032.015381
	Iteration 29Q: 3 clusters Score -1416565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1416592.375000 Penalty: 3032.015381
	Iteration 30Q: 3 clusters Score -1416592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1416635.875000 Penalty: 3032.015381
	Iteration 31Q: 3 clusters Score -1416636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1416679.000000 Penalty: 3032.015381
	Iteration 32Q: 3 clusters Score -1416679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1416715.375000 Penalty: 3032.015381
	Iteration 33Q: 3 clusters Score -1416715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1416748.875000 Penalty: 3032.015381
	Iteration 34Q: 3 clusters Score -1416749 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1416789.000000 Penalty: 3032.015381
	Iteration 35Q: 3 clusters Score -1416789 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1416810.625000 Penalty: 3032.015381
	Iteration 36Q: 3 clusters Score -1416811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1416834.250000 Penalty: 3032.015381
	Iteration 37Q: 3 clusters Score -1416834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1416861.750000 Penalty: 3032.015381
	Iteration 38Q: 3 clusters Score -1416862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1416888.875000 Penalty: 3032.015381
	Iteration 39Q: 3 clusters Score -1416889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1416912.250000 Penalty: 3032.015381
	Iteration 40F: 3 clusters Score -1416912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1416943.375000 Penalty: 3032.015381
	Iteration 41Q: 3 clusters Score -1416943 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1416974.000000 Penalty: 3032.015381
	Iteration 42Q: 3 clusters Score -1416974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1417011.500000 Penalty: 3032.015381
	Iteration 43Q: 3 clusters Score -1417012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1417039.250000 Penalty: 3032.015381
	Iteration 44Q: 3 clusters Score -1417039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1417067.375000 Penalty: 3032.015381
	Iteration 45Q: 3 clusters Score -1417067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1417091.000000 Penalty: 3032.015381
	Iteration 46Q: 3 clusters Score -1417091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1417102.625000 Penalty: 3032.015381
	Iteration 47Q: 3 clusters Score -1417103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1417121.000000 Penalty: 3032.015381
	Iteration 48Q: 3 clusters Score -1417121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1417145.250000 Penalty: 3032.015381
	Iteration 49Q: 3 clusters Score -1417145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1417161.500000 Penalty: 3032.015381
	Iteration 50Q: 3 clusters Score -1417162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1417179.875000 Penalty: 3032.015381
	Iteration 51Q: 3 clusters Score -1417180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1417193.000000 Penalty: 3032.015381
	Iteration 52Q: 3 clusters Score -1417193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1417207.250000 Penalty: 3032.015381
	Iteration 53Q: 3 clusters Score -1417207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1417220.750000 Penalty: 3032.015381
	Iteration 54Q: 3 clusters Score -1417221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1417238.625000 Penalty: 3032.015381
	Iteration 55Q: 3 clusters Score -1417239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1417251.750000 Penalty: 3032.015381
	Iteration 56Q: 3 clusters Score -1417252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1417262.250000 Penalty: 3032.015381
	Iteration 57Q: 3 clusters Score -1417262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1417266.625000 Penalty: 3032.015381
	Iteration 58Q: 3 clusters Score -1417267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1417274.250000 Penalty: 3032.015381
	Iteration 59Q: 3 clusters Score -1417274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1417286.250000 Penalty: 3032.015381
	Iteration 60F: 3 clusters Score -1417286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1417297.500000 Penalty: 3032.015381
	Iteration 61Q: 3 clusters Score -1417298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1417303.750000 Penalty: 3032.015381
	Iteration 62Q: 3 clusters Score -1417304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1417304.375000 Penalty: 3032.015381
	Iteration 63Q: 3 clusters Score -1417304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1417312.750000 Penalty: 3032.015381
	Iteration 64Q: 3 clusters Score -1417313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1417314.375000 Penalty: 3032.015381
	Iteration 65Q: 3 clusters Score -1417314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1417320.125000 Penalty: 3032.015381
	Iteration 66Q: 3 clusters Score -1417320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1417324.875000 Penalty: 3032.015381
	Iteration 67Q: 3 clusters Score -1417325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1417326.750000 Penalty: 3032.015381
	Iteration 68Q: 3 clusters Score -1417327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1417328.750000 Penalty: 3032.015381
	Iteration 69Q: 3 clusters Score -1417329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1417331.375000 Penalty: 3032.015381
	Iteration 70Q: 3 clusters Score -1417331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1417335.625000 Penalty: 3032.015381
	Iteration 71Q: 3 clusters Score -1417336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1417341.000000 Penalty: 3032.015381
	Iteration 72Q: 3 clusters Score -1417341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1417343.750000 Penalty: 3032.015381
	Iteration 73Q: 3 clusters Score -1417344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1417347.000000 Penalty: 3032.015381
	Iteration 74Q: 3 clusters Score -1417347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1417349.250000 Penalty: 3032.015381
	Iteration 75Q: 3 clusters Score -1417349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1417351.750000 Penalty: 3032.015381
	Iteration 76Q: 3 clusters Score -1417352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1417354.500000 Penalty: 3032.015381
	Iteration 77Q: 3 clusters Score -1417354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1417356.750000 Penalty: 3032.015381
	Iteration 78Q: 3 clusters Score -1417357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1417357.125000 Penalty: 3032.015381
	Iteration 79Q: 3 clusters Score -1417357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1417357.000000 Penalty: 3032.015381
	Iteration 80F: 3 clusters Score -1417357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1417361.750000 Penalty: 3032.015381
	Iteration 81Q: 3 clusters Score -1417362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1417365.125000 Penalty: 3032.015381
	Iteration 82Q: 3 clusters Score -1417365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1417365.750000 Penalty: 3032.015381
	Iteration 83Q: 3 clusters Score -1417366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1417367.625000 Penalty: 3032.015381
	Iteration 84Q: 3 clusters Score -1417368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1417366.625000 Penalty: 3032.015381
	Iteration 85Q: 3 clusters Score -1417367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1417366.125000 Penalty: 3032.015381
	Iteration 86Q: 3 clusters Score -1417366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1417366.125000 Penalty: 3032.015381
	Iteration 87F: 3 clusters Score -1417366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -37073.320312 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -37073.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36324.375000 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -36324.38 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36676.859375 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -36676.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36826.992188 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -36826.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37131.269531 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -37131.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37227.746094 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -37227.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37254.414062 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -37254.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37262.898438 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -37262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37265.867188 Penalty: 1914.784302
	Iteration 7F: 3 clusters Score -37265.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37283.960938 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -37283.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37286.058594 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -37286.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37286.058594 Penalty: 1914.784302
	Iteration 10F: 3 clusters Score -37286.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 20853 members 
Mstep: Class 4 contains 68506 members 
Mstep: Class 5 contains 53470 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 14644 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83664 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 67 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 62343 members 
Mstep: Class 24 contains 29733 members 
Mstep: Class 25 contains 295 members 
Entering Unmasked Estep 
Score: -53936076.000000 Penalty: 52591.535156
Splitting cluster 20 changes total score from -53936340.000000 to -53936076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -279930.250000 Penalty: 1259.963867
	Iteration 0F: 2 clusters Score -279930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -277624.531250 Penalty: 2519.927734
	Iteration 0F: 3 clusters Score -277624.5 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -278143.687500 Penalty: 2519.927734
	Iteration 1F: 3 clusters Score -278143.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -278300.750000 Penalty: 2519.927734
	Iteration 2F: 3 clusters Score -278300.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -278404.187500 Penalty: 2519.927734
	Iteration 3F: 3 clusters Score -278404.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -278478.437500 Penalty: 2519.927734
	Iteration 4Q: 3 clusters Score -278478.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -278544.218750 Penalty: 2519.927734
	Iteration 5Q: 3 clusters Score -278544.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -278595.906250 Penalty: 2519.927734
	Iteration 6Q: 3 clusters Score -278595.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278644.718750 Penalty: 2519.927734
	Iteration 7Q: 3 clusters Score -278644.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -278700.000000 Penalty: 2519.927734
	Iteration 8Q: 3 clusters Score -278700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -278744.406250 Penalty: 2519.927734
	Iteration 9Q: 3 clusters Score -278744.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -278785.437500 Penalty: 2519.927734
	Iteration 10Q: 3 clusters Score -278785.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -278811.906250 Penalty: 2519.927734
	Iteration 11Q: 3 clusters Score -278811.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -278825.812500 Penalty: 2519.927734
	Iteration 12Q: 3 clusters Score -278825.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -278836.562500 Penalty: 2519.927734
	Iteration 13Q: 3 clusters Score -278836.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -278846.062500 Penalty: 2519.927734
	Iteration 14Q: 3 clusters Score -278846.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278852.375000 Penalty: 2519.927734
	Iteration 15Q: 3 clusters Score -278852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -278857.625000 Penalty: 2519.927734
	Iteration 16Q: 3 clusters Score -278857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -278861.250000 Penalty: 2519.927734
	Iteration 17Q: 3 clusters Score -278861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -278863.968750 Penalty: 2519.927734
	Iteration 18Q: 3 clusters Score -278864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -278865.843750 Penalty: 2519.927734
	Iteration 19Q: 3 clusters Score -278865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278868.250000 Penalty: 2519.927734
	Iteration 20F: 3 clusters Score -278868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -278869.312500 Penalty: 2519.927734
	Iteration 21Q: 3 clusters Score -278869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -278870.062500 Penalty: 2519.927734
	Iteration 22Q: 3 clusters Score -278870.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -278871.781250 Penalty: 2519.927734
	Iteration 23Q: 3 clusters Score -278871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -278873.937500 Penalty: 2519.927734
	Iteration 24Q: 3 clusters Score -278873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -278875.437500 Penalty: 2519.927734
	Iteration 25Q: 3 clusters Score -278875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -278876.343750 Penalty: 2519.927734
	Iteration 26Q: 3 clusters Score -278876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -278876.812500 Penalty: 2519.927734
	Iteration 27Q: 3 clusters Score -278876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -278876.812500 Penalty: 2519.927734
	Iteration 28F: 3 clusters Score -278876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57884.675781 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -57884.68 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 263 members 
Entering Unmasked Estep 
Score: -56804.023438 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -56804.02 nChanged 138
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: -56980.277344 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -56980.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57033.269531 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -57033.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57066.203125 Penalty: 2040.519531
	Iteration 3Q: 3 clusters Score -57066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57097.753906 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -57097.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57112.035156 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -57112.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57122.183594 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -57122.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57132.781250 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -57132.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57136.179688 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -57136.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57141.414062 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -57141.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57147.921875 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -57147.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57152.699219 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -57152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57153.656250 Penalty: 2040.519531
	Iteration 12Q: 3 clusters Score -57153.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57154.453125 Penalty: 2040.519531
	Iteration 13Q: 3 clusters Score -57154.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57158.164062 Penalty: 2040.519531
	Iteration 14Q: 3 clusters Score -57158.16 nChanged 2
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: -57160.917969 Penalty: 2040.519531
	Iteration 15Q: 3 clusters Score -57160.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57162.289062 Penalty: 2040.519531
	Iteration 16Q: 3 clusters Score -57162.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57163.390625 Penalty: 2040.519531
	Iteration 17Q: 3 clusters Score -57163.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57163.390625 Penalty: 2040.519531
	Iteration 18F: 3 clusters Score -57163.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Entering Unmasked Estep 
Score: -8230038.000000 Penalty: 1794.066040
	Iteration 0F: 2 clusters Score -8230038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -8189078.500000 Penalty: 3588.132080
	Iteration 0F: 3 clusters Score -8189078 nChanged 29409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -8205713.500000 Penalty: 3588.132080
	Iteration 1F: 3 clusters Score -8205714 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -8206457.500000 Penalty: 3588.132080
	Iteration 2Q: 3 clusters Score -8206458 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -8207225.500000 Penalty: 3588.132080
	Iteration 3Q: 3 clusters Score -8207226 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -8208350.000000 Penalty: 3588.132080
	Iteration 4Q: 3 clusters Score -8208350 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -8210085.000000 Penalty: 3588.132080
	Iteration 5F: 3 clusters Score -8210085 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -8212940.500000 Penalty: 3588.132080
	Iteration 6F: 3 clusters Score -8212940 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -8216665.500000 Penalty: 3588.132080
	Iteration 7F: 3 clusters Score -8216666 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -8220724.000000 Penalty: 3588.132080
	Iteration 8F: 3 clusters Score -8220724 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -8224058.000000 Penalty: 3588.132080
	Iteration 9F: 3 clusters Score -8224058 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8226160.500000 Penalty: 3588.132080
	Iteration 10Q: 3 clusters Score -8226160 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8227364.500000 Penalty: 3588.132080
	Iteration 11Q: 3 clusters Score -8227364 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8227938.000000 Penalty: 3588.132080
	Iteration 12Q: 3 clusters Score -8227938 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8228167.000000 Penalty: 3588.132080
	Iteration 13Q: 3 clusters Score -8228167 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8228292.000000 Penalty: 3588.132080
	Iteration 14Q: 3 clusters Score -8228292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8228380.000000 Penalty: 3588.132080
	Iteration 15Q: 3 clusters Score -8228380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8228424.500000 Penalty: 3588.132080
	Iteration 16Q: 3 clusters Score -8228424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8228433.500000 Penalty: 3588.132080
	Iteration 17Q: 3 clusters Score -8228434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8228447.000000 Penalty: 3588.132080
	Iteration 18Q: 3 clusters Score -8228447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8228451.500000 Penalty: 3588.132080
	Iteration 19Q: 3 clusters Score -8228452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8228458.500000 Penalty: 3588.132080
	Iteration 20F: 3 clusters Score -8228458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8228462.500000 Penalty: 3588.132080
	Iteration 21Q: 3 clusters Score -8228462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8228471.500000 Penalty: 3588.132080
	Iteration 22Q: 3 clusters Score -8228472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8228467.500000 Penalty: 3588.132080
	Iteration 23Q: 3 clusters Score -8228468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8228464.500000 Penalty: 3588.132080
	Iteration 24Q: 3 clusters Score -8228464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8228468.000000 Penalty: 3588.132080
	Iteration 25Q: 3 clusters Score -8228468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8228473.500000 Penalty: 3588.132080
	Iteration 26Q: 3 clusters Score -8228474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8228487.500000 Penalty: 3588.132080
	Iteration 27Q: 3 clusters Score -8228488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8228490.500000 Penalty: 3588.132080
	Iteration 28Q: 3 clusters Score -8228490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8228501.000000 Penalty: 3588.132080
	Iteration 29Q: 3 clusters Score -8228501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8228501.500000 Penalty: 3588.132080
	Iteration 30Q: 3 clusters Score -8228502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8228498.000000 Penalty: 3588.132080
	Iteration 31Q: 3 clusters Score -8228498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8228499.500000 Penalty: 3588.132080
	Iteration 32Q: 3 clusters Score -8228500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8228500.500000 Penalty: 3588.132080
	Iteration 33Q: 3 clusters Score -8228500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8228506.000000 Penalty: 3588.132080
	Iteration 34Q: 3 clusters Score -8228506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8228506.000000 Penalty: 3588.132080
	Iteration 35Q: 3 clusters Score -8228506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8228506.000000 Penalty: 3588.132080
	Iteration 36F: 3 clusters Score -8228506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12286 members 
Mstep: Class 3 contains 20853 members 
Mstep: Class 4 contains 68506 members 
Mstep: Class 5 contains 53470 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 19902 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 14644 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83664 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 62343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938592.000000 Penalty: 50487.875000
Iteration 119Q: 25 clusters Score -5.393859e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 12495 members 
Mstep: Class 3 contains 20125 members 
Mstep: Class 4 contains 68595 members 
Mstep: Class 5 contains 53935 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 95 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20064 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 14871 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 16 contains 6642 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83806 members 
Mstep: Class 19 contains 11273 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 62800 members 
Mstep: Class 24 contains 28341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939820.000000 Penalty: 50487.875000
Iteration 120F: 25 clusters Score -5.393982e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12479 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 68207 members 
Mstep: Class 5 contains 54069 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 6625 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 20155 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 15026 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 6607 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 83825 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 532 members 
Mstep: Class 23 contains 62966 members 
Mstep: Class 24 contains 28518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940220.000000 Penalty: 50487.875000
Iteration 121Q: 25 clusters Score -5.394022e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12495 members 
Mstep: Class 3 contains 19215 members 
Mstep: Class 4 contains 67969 members 
Mstep: Class 5 contains 54178 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 20226 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 15141 members 
Mstep: Class 15 contains 3860 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 83820 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 63100 members 
Mstep: Class 24 contains 28525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940300.000000 Penalty: 50487.875000
Iteration 122Q: 25 clusters Score -5.39403e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12513 members 
Mstep: Class 3 contains 18931 members 
Mstep: Class 4 contains 67778 members 
Mstep: Class 5 contains 54248 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 20276 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 14 contains 15219 members 
Mstep: Class 15 contains 3877 members 
Mstep: Class 16 contains 6584 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 83845 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63203 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940480.000000 Penalty: 50487.875000
Iteration 123Q: 25 clusters Score -5.394048e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 12534 members 
Mstep: Class 3 contains 18703 members 
Mstep: Class 4 contains 67628 members 
Mstep: Class 5 contains 54290 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 6937 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 20312 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 15282 members 
Mstep: Class 15 contains 3892 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 83855 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63289 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940484.000000 Penalty: 50487.875000
Iteration 124Q: 25 clusters Score -5.394048e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 12542 members 
Mstep: Class 3 contains 18522 members 
Mstep: Class 4 contains 67522 members 
Mstep: Class 5 contains 54305 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 7005 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 20354 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 15329 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83864 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63371 members 
Mstep: Class 24 contains 28524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940412.000000 Penalty: 50487.875000
Iteration 125Q: 25 clusters Score -5.394041e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12550 members 
Mstep: Class 3 contains 18400 members 
Mstep: Class 4 contains 67442 members 
Mstep: Class 5 contains 54322 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 7058 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 20376 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 15364 members 
Mstep: Class 15 contains 3916 members 
Mstep: Class 16 contains 6596 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83878 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63415 members 
Mstep: Class 24 contains 28503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940428.000000 Penalty: 50487.875000
Iteration 126Q: 25 clusters Score -5.394043e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 18303 members 
Mstep: Class 4 contains 67386 members 
Mstep: Class 5 contains 54334 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 7105 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 20391 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 15389 members 
Mstep: Class 15 contains 3926 members 
Mstep: Class 16 contains 6601 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83884 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63440 members 
Mstep: Class 24 contains 28506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940424.000000 Penalty: 50487.875000
Iteration 127Q: 25 clusters Score -5.394042e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 67343 members 
Mstep: Class 5 contains 54344 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20406 members 
Mstep: Class 13 contains 3815 members 
Mstep: Class 14 contains 15411 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83887 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63458 members 
Mstep: Class 24 contains 28492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940376.000000 Penalty: 50487.875000
Iteration 128Q: 25 clusters Score -5.394038e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 18165 members 
Mstep: Class 4 contains 67316 members 
Mstep: Class 5 contains 54346 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 7182 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20423 members 
Mstep: Class 13 contains 3817 members 
Mstep: Class 14 contains 15426 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 6608 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83885 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63480 members 
Mstep: Class 24 contains 28492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940464.000000 Penalty: 50487.875000
Iteration 129Q: 25 clusters Score -5.394046e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12547 members 
Mstep: Class 3 contains 18102 members 
Mstep: Class 4 contains 67304 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7208 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20437 members 
Mstep: Class 13 contains 3822 members 
Mstep: Class 14 contains 15437 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 6610 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83873 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63496 members 
Mstep: Class 24 contains 28495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940508.000000 Penalty: 50487.875000
Iteration 130Q: 25 clusters Score -5.394051e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 18058 members 
Mstep: Class 4 contains 67300 members 
Mstep: Class 5 contains 54342 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 7223 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20450 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83843 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63506 members 
Mstep: Class 24 contains 28504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940528.000000 Penalty: 50487.875000
Iteration 131Q: 25 clusters Score -5.394053e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 18031 members 
Mstep: Class 4 contains 67297 members 
Mstep: Class 5 contains 54343 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 7234 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20459 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 15449 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83824 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63514 members 
Mstep: Class 24 contains 28505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940548.000000 Penalty: 50487.875000
Iteration 132Q: 25 clusters Score -5.394055e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 18015 members 
Mstep: Class 4 contains 67295 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 7244 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20463 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 15452 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83807 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63519 members 
Mstep: Class 24 contains 28506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940596.000000 Penalty: 50487.875000
Iteration 133Q: 25 clusters Score -5.39406e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 18003 members 
Mstep: Class 4 contains 67293 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 7254 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1241 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20465 members 
Mstep: Class 13 contains 3822 members 
Mstep: Class 14 contains 15449 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83797 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63527 members 
Mstep: Class 24 contains 28503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940608.000000 Penalty: 50487.875000
Iteration 134Q: 25 clusters Score -5.394061e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17993 members 
Mstep: Class 4 contains 67289 members 
Mstep: Class 5 contains 54350 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7261 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1238 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20468 members 
Mstep: Class 13 contains 3822 members 
Mstep: Class 14 contains 15451 members 
Mstep: Class 15 contains 4006 members 
Mstep: Class 16 contains 6624 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83790 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63531 members 
Mstep: Class 24 contains 28507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940644.000000 Penalty: 50487.875000
Iteration 135Q: 25 clusters Score -5.394064e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 17984 members 
Mstep: Class 4 contains 67290 members 
Mstep: Class 5 contains 54346 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7268 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20471 members 
Mstep: Class 13 contains 3822 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4013 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83778 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940580.000000 Penalty: 50487.875000
Iteration 136Q: 25 clusters Score -5.394058e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12552 members 
Mstep: Class 3 contains 17971 members 
Mstep: Class 4 contains 67294 members 
Mstep: Class 5 contains 54346 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20475 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15452 members 
Mstep: Class 15 contains 4017 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83773 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940608.000000 Penalty: 50487.875000
Iteration 137Q: 25 clusters Score -5.394061e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12552 members 
Mstep: Class 3 contains 17962 members 
Mstep: Class 4 contains 67299 members 
Mstep: Class 5 contains 54342 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15451 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 6627 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83759 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63534 members 
Mstep: Class 24 contains 28509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940596.000000 Penalty: 50487.875000
Iteration 138Q: 25 clusters Score -5.39406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12553 members 
Mstep: Class 3 contains 17955 members 
Mstep: Class 4 contains 67294 members 
Mstep: Class 5 contains 54341 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15451 members 
Mstep: Class 15 contains 4032 members 
Mstep: Class 16 contains 6627 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83756 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63534 members 
Mstep: Class 24 contains 28511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940616.000000 Penalty: 50487.875000
Iteration 139Q: 25 clusters Score -5.394062e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12552 members 
Mstep: Class 3 contains 17947 members 
Mstep: Class 4 contains 67294 members 
Mstep: Class 5 contains 54338 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15451 members 
Mstep: Class 15 contains 4037 members 
Mstep: Class 16 contains 6628 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83749 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940612.000000 Penalty: 50487.875000
Iteration 140F: 25 clusters Score -5.394061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12552 members 
Mstep: Class 3 contains 17937 members 
Mstep: Class 4 contains 67294 members 
Mstep: Class 5 contains 54339 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7315 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15450 members 
Mstep: Class 15 contains 4043 members 
Mstep: Class 16 contains 6627 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83743 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940628.000000 Penalty: 50487.875000
Iteration 141Q: 25 clusters Score -5.394063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 12552 members 
Mstep: Class 3 contains 17930 members 
Mstep: Class 4 contains 67289 members 
Mstep: Class 5 contains 54342 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7321 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20477 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15451 members 
Mstep: Class 15 contains 4048 members 
Mstep: Class 16 contains 6629 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83739 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940648.000000 Penalty: 50487.875000
Iteration 142Q: 25 clusters Score -5.394065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 17924 members 
Mstep: Class 4 contains 67284 members 
Mstep: Class 5 contains 54343 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7323 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83739 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940624.000000 Penalty: 50487.875000
Iteration 143Q: 25 clusters Score -5.394062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 17919 members 
Mstep: Class 4 contains 67283 members 
Mstep: Class 5 contains 54344 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7326 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83738 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940620.000000 Penalty: 50487.875000
Iteration 144Q: 25 clusters Score -5.394062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 67279 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7329 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83738 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940624.000000 Penalty: 50487.875000
Iteration 145Q: 25 clusters Score -5.394062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 17913 members 
Mstep: Class 4 contains 67273 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7332 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 3817 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83742 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940604.000000 Penalty: 50487.875000
Iteration 146Q: 25 clusters Score -5.39406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 17910 members 
Mstep: Class 4 contains 67270 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7335 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940608.000000 Penalty: 50487.875000
Iteration 147Q: 25 clusters Score -5.394061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12550 members 
Mstep: Class 3 contains 17906 members 
Mstep: Class 4 contains 67272 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83742 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940596.000000 Penalty: 50487.875000
Iteration 148Q: 25 clusters Score -5.39406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 17903 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7342 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83743 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940608.000000 Penalty: 50487.875000
Iteration 149Q: 25 clusters Score -5.394061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 17900 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15452 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83743 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940652.000000 Penalty: 50487.875000
Iteration 150Q: 25 clusters Score -5.394065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 17898 members 
Mstep: Class 4 contains 67272 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7349 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 15452 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83743 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940656.000000 Penalty: 50487.875000
Iteration 151Q: 25 clusters Score -5.394066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12550 members 
Mstep: Class 3 contains 17895 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15452 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940640.000000 Penalty: 50487.875000
Iteration 152Q: 25 clusters Score -5.394064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17894 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940632.000000 Penalty: 50487.875000
Iteration 153Q: 25 clusters Score -5.394063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17892 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54346 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940636.000000 Penalty: 50487.875000
Iteration 154Q: 25 clusters Score -5.394064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17890 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940624.000000 Penalty: 50487.875000
Iteration 155Q: 25 clusters Score -5.394062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12550 members 
Mstep: Class 3 contains 17888 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54344 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940636.000000 Penalty: 50487.875000
Iteration 156Q: 25 clusters Score -5.394064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12550 members 
Mstep: Class 3 contains 17885 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54343 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7361 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940628.000000 Penalty: 50487.875000
Iteration 157Q: 25 clusters Score -5.394063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54344 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83745 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940640.000000 Penalty: 50487.875000
Iteration 158Q: 25 clusters Score -5.394064e+07 nChanged 3
Entering ConstructFrom: 
Score: -53940640.000000 Penalty: 50487.875000
Entering ConstructFrom: 
Trying to split cluster 1 (12774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Entering Unmasked Estep 
Score: -1686960.875000 Penalty: 1536.464600
	Iteration 0F: 2 clusters Score -1686961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1678040.750000 Penalty: 3072.929199
	Iteration 0F: 3 clusters Score -1678041 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1680948.750000 Penalty: 3072.929199
	Iteration 1F: 3 clusters Score -1680949 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1681215.375000 Penalty: 3072.929199
	Iteration 2F: 3 clusters Score -1681215 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1681424.250000 Penalty: 3072.929199
	Iteration 3Q: 3 clusters Score -1681424 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1681620.375000 Penalty: 3072.929199
	Iteration 4Q: 3 clusters Score -1681620 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1681819.000000 Penalty: 3072.929199
	Iteration 5Q: 3 clusters Score -1681819 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1682062.875000 Penalty: 3072.929199
	Iteration 6Q: 3 clusters Score -1682063 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1682395.500000 Penalty: 3072.929199
	Iteration 7Q: 3 clusters Score -1682396 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1682810.875000 Penalty: 3072.929199
	Iteration 8F: 3 clusters Score -1682811 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1683339.625000 Penalty: 3072.929199
	Iteration 9F: 3 clusters Score -1683340 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1683921.500000 Penalty: 3072.929199
	Iteration 10F: 3 clusters Score -1683922 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1684495.375000 Penalty: 3072.929199
	Iteration 11F: 3 clusters Score -1684495 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1684946.250000 Penalty: 3072.929199
	Iteration 12Q: 3 clusters Score -1684946 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1685196.250000 Penalty: 3072.929199
	Iteration 13Q: 3 clusters Score -1685196 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1685337.375000 Penalty: 3072.929199
	Iteration 14Q: 3 clusters Score -1685337 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1685429.250000 Penalty: 3072.929199
	Iteration 15Q: 3 clusters Score -1685429 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1685473.750000 Penalty: 3072.929199
	Iteration 16Q: 3 clusters Score -1685474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1685522.125000 Penalty: 3072.929199
	Iteration 17Q: 3 clusters Score -1685522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1685546.750000 Penalty: 3072.929199
	Iteration 18Q: 3 clusters Score -1685547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1685563.000000 Penalty: 3072.929199
	Iteration 19Q: 3 clusters Score -1685563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1685577.125000 Penalty: 3072.929199
	Iteration 20F: 3 clusters Score -1685577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1685584.625000 Penalty: 3072.929199
	Iteration 21Q: 3 clusters Score -1685585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1685585.875000 Penalty: 3072.929199
	Iteration 22Q: 3 clusters Score -1685586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1685587.875000 Penalty: 3072.929199
	Iteration 23Q: 3 clusters Score -1685588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1685590.125000 Penalty: 3072.929199
	Iteration 24Q: 3 clusters Score -1685590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1685590.125000 Penalty: 3072.929199
	Iteration 25F: 3 clusters Score -1685590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Entering Unmasked Estep 
Score: -1578064.125000 Penalty: 1533.563965
	Iteration 0F: 2 clusters Score -1578064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1569257.875000 Penalty: 3067.127930
	Iteration 0F: 3 clusters Score -1569258 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1572141.375000 Penalty: 3067.127930
	Iteration 1F: 3 clusters Score -1572141 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1572388.375000 Penalty: 3067.127930
	Iteration 2F: 3 clusters Score -1572388 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1572598.375000 Penalty: 3067.127930
	Iteration 3Q: 3 clusters Score -1572598 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1572803.000000 Penalty: 3067.127930
	Iteration 4Q: 3 clusters Score -1572803 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1572990.250000 Penalty: 3067.127930
	Iteration 5Q: 3 clusters Score -1572990 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1573216.375000 Penalty: 3067.127930
	Iteration 6Q: 3 clusters Score -1573216 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1573511.125000 Penalty: 3067.127930
	Iteration 7Q: 3 clusters Score -1573511 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1573901.125000 Penalty: 3067.127930
	Iteration 8Q: 3 clusters Score -1573901 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1574346.125000 Penalty: 3067.127930
	Iteration 9F: 3 clusters Score -1574346 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1574807.125000 Penalty: 3067.127930
	Iteration 10Q: 3 clusters Score -1574807 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1575277.500000 Penalty: 3067.127930
	Iteration 11Q: 3 clusters Score -1575278 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1575686.750000 Penalty: 3067.127930
	Iteration 12Q: 3 clusters Score -1575687 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1575987.000000 Penalty: 3067.127930
	Iteration 13Q: 3 clusters Score -1575987 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1576194.000000 Penalty: 3067.127930
	Iteration 14Q: 3 clusters Score -1576194 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1576344.375000 Penalty: 3067.127930
	Iteration 15Q: 3 clusters Score -1576344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1576442.250000 Penalty: 3067.127930
	Iteration 16Q: 3 clusters Score -1576442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1576500.750000 Penalty: 3067.127930
	Iteration 17Q: 3 clusters Score -1576501 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1576563.750000 Penalty: 3067.127930
	Iteration 18Q: 3 clusters Score -1576564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1576600.375000 Penalty: 3067.127930
	Iteration 19Q: 3 clusters Score -1576600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1576635.625000 Penalty: 3067.127930
	Iteration 20F: 3 clusters Score -1576636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1576660.875000 Penalty: 3067.127930
	Iteration 21Q: 3 clusters Score -1576661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1576680.625000 Penalty: 3067.127930
	Iteration 22Q: 3 clusters Score -1576681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1576701.250000 Penalty: 3067.127930
	Iteration 23Q: 3 clusters Score -1576701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1576714.375000 Penalty: 3067.127930
	Iteration 24Q: 3 clusters Score -1576714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1576722.375000 Penalty: 3067.127930
	Iteration 25Q: 3 clusters Score -1576722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1576735.125000 Penalty: 3067.127930
	Iteration 26Q: 3 clusters Score -1576735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1576741.125000 Penalty: 3067.127930
	Iteration 27Q: 3 clusters Score -1576741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1576750.375000 Penalty: 3067.127930
	Iteration 28Q: 3 clusters Score -1576750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1576753.125000 Penalty: 3067.127930
	Iteration 29Q: 3 clusters Score -1576753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1576759.000000 Penalty: 3067.127930
	Iteration 30Q: 3 clusters Score -1576759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1576761.125000 Penalty: 3067.127930
	Iteration 31Q: 3 clusters Score -1576761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1576764.125000 Penalty: 3067.127930
	Iteration 32Q: 3 clusters Score -1576764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1576764.125000 Penalty: 3067.127930
	Iteration 33F: 3 clusters Score -1576764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Entering Unmasked Estep 
Score: -2363426.750000 Penalty: 1591.145142
	Iteration 0F: 2 clusters Score -2363427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2351177.750000 Penalty: 3182.290283
	Iteration 0F: 3 clusters Score -2351178 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2355592.750000 Penalty: 3182.290283
	Iteration 1F: 3 clusters Score -2355593 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2355897.000000 Penalty: 3182.290283
	Iteration 2F: 3 clusters Score -2355897 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2356140.750000 Penalty: 3182.290283
	Iteration 3Q: 3 clusters Score -2356141 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2356411.500000 Penalty: 3182.290283
	Iteration 4Q: 3 clusters Score -2356412 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2356755.500000 Penalty: 3182.290283
	Iteration 5Q: 3 clusters Score -2356756 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2357179.250000 Penalty: 3182.290283
	Iteration 6Q: 3 clusters Score -2357179 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2357727.750000 Penalty: 3182.290283
	Iteration 7F: 3 clusters Score -2357728 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2358424.000000 Penalty: 3182.290283
	Iteration 8F: 3 clusters Score -2358424 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2359196.500000 Penalty: 3182.290283
	Iteration 9F: 3 clusters Score -2359196 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2359928.500000 Penalty: 3182.290283
	Iteration 10F: 3 clusters Score -2359928 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2360547.000000 Penalty: 3182.290283
	Iteration 11Q: 3 clusters Score -2360547 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2361038.000000 Penalty: 3182.290283
	Iteration 12Q: 3 clusters Score -2361038 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2361384.750000 Penalty: 3182.290283
	Iteration 13Q: 3 clusters Score -2361385 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2361623.000000 Penalty: 3182.290283
	Iteration 14Q: 3 clusters Score -2361623 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2361763.000000 Penalty: 3182.290283
	Iteration 15Q: 3 clusters Score -2361763 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2361863.000000 Penalty: 3182.290283
	Iteration 16Q: 3 clusters Score -2361863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2361907.750000 Penalty: 3182.290283
	Iteration 17Q: 3 clusters Score -2361908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2361940.750000 Penalty: 3182.290283
	Iteration 18Q: 3 clusters Score -2361941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2361963.500000 Penalty: 3182.290283
	Iteration 19Q: 3 clusters Score -2361964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2361990.000000 Penalty: 3182.290283
	Iteration 20F: 3 clusters Score -2361990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2362009.500000 Penalty: 3182.290283
	Iteration 21Q: 3 clusters Score -2362010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2362020.000000 Penalty: 3182.290283
	Iteration 22Q: 3 clusters Score -2362020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2362030.000000 Penalty: 3182.290283
	Iteration 23Q: 3 clusters Score -2362030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2362043.000000 Penalty: 3182.290283
	Iteration 24Q: 3 clusters Score -2362043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2362047.500000 Penalty: 3182.290283
	Iteration 25Q: 3 clusters Score -2362048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2362055.500000 Penalty: 3182.290283
	Iteration 26Q: 3 clusters Score -2362056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2362061.000000 Penalty: 3182.290283
	Iteration 27Q: 3 clusters Score -2362061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2362065.500000 Penalty: 3182.290283
	Iteration 28Q: 3 clusters Score -2362066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2362065.500000 Penalty: 3182.290283
	Iteration 29Q: 3 clusters Score -2362066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2362065.500000 Penalty: 3182.290283
	Iteration 30F: 3 clusters Score -2362066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Entering Unmasked Estep 
Score: -8837943.000000 Penalty: 1806.431030
	Iteration 0F: 2 clusters Score -8837943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -8794156.000000 Penalty: 3612.862061
	Iteration 0F: 3 clusters Score -8794156 nChanged 31729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -8812228.000000 Penalty: 3612.862061
	Iteration 1F: 3 clusters Score -8812228 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -8813132.000000 Penalty: 3612.862061
	Iteration 2Q: 3 clusters Score -8813132 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -8814240.000000 Penalty: 3612.862061
	Iteration 3Q: 3 clusters Score -8814240 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -8815850.000000 Penalty: 3612.862061
	Iteration 4Q: 3 clusters Score -8815850 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -8818063.000000 Penalty: 3612.862061
	Iteration 5F: 3 clusters Score -8818063 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -8821199.000000 Penalty: 3612.862061
	Iteration 6F: 3 clusters Score -8821199 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -8824895.000000 Penalty: 3612.862061
	Iteration 7F: 3 clusters Score -8824895 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -8828095.000000 Penalty: 3612.862061
	Iteration 8F: 3 clusters Score -8828095 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -8829780.000000 Penalty: 3612.862061
	Iteration 9Q: 3 clusters Score -8829780 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -8830612.000000 Penalty: 3612.862061
	Iteration 10Q: 3 clusters Score -8830612 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -8831187.000000 Penalty: 3612.862061
	Iteration 11Q: 3 clusters Score -8831187 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8831638.000000 Penalty: 3612.862061
	Iteration 12Q: 3 clusters Score -8831638 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -8832019.000000 Penalty: 3612.862061
	Iteration 13Q: 3 clusters Score -8832019 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -8832350.000000 Penalty: 3612.862061
	Iteration 14Q: 3 clusters Score -8832350 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -8832593.000000 Penalty: 3612.862061
	Iteration 15Q: 3 clusters Score -8832593 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -8832880.000000 Penalty: 3612.862061
	Iteration 16Q: 3 clusters Score -8832880 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -8833109.000000 Penalty: 3612.862061
	Iteration 17Q: 3 clusters Score -8833109 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -8833279.000000 Penalty: 3612.862061
	Iteration 18Q: 3 clusters Score -8833279 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -8833475.000000 Penalty: 3612.862061
	Iteration 19Q: 3 clusters Score -8833475 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -8833675.000000 Penalty: 3612.862061
	Iteration 20F: 3 clusters Score -8833675 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -8833832.000000 Penalty: 3612.862061
	Iteration 21Q: 3 clusters Score -8833832 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -8833958.000000 Penalty: 3612.862061
	Iteration 22Q: 3 clusters Score -8833958 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -8834113.000000 Penalty: 3612.862061
	Iteration 23Q: 3 clusters Score -8834113 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -8834279.000000 Penalty: 3612.862061
	Iteration 24Q: 3 clusters Score -8834279 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -8834409.000000 Penalty: 3612.862061
	Iteration 25Q: 3 clusters Score -8834409 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -8834550.000000 Penalty: 3612.862061
	Iteration 26Q: 3 clusters Score -8834550 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -8834647.000000 Penalty: 3612.862061
	Iteration 27Q: 3 clusters Score -8834647 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -8834750.000000 Penalty: 3612.862061
	Iteration 28Q: 3 clusters Score -8834750 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -8834894.000000 Penalty: 3612.862061
	Iteration 29Q: 3 clusters Score -8834894 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -8834945.000000 Penalty: 3612.862061
	Iteration 30Q: 3 clusters Score -8834945 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -8835050.000000 Penalty: 3612.862061
	Iteration 31Q: 3 clusters Score -8835050 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -8835172.000000 Penalty: 3612.862061
	Iteration 32Q: 3 clusters Score -8835172 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -8835281.000000 Penalty: 3612.862061
	Iteration 33Q: 3 clusters Score -8835281 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -8835379.000000 Penalty: 3612.862061
	Iteration 34Q: 3 clusters Score -8835379 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8835413.000000 Penalty: 3612.862061
	Iteration 35Q: 3 clusters Score -8835413 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -8835492.000000 Penalty: 3612.862061
	Iteration 36Q: 3 clusters Score -8835492 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -8835555.000000 Penalty: 3612.862061
	Iteration 37Q: 3 clusters Score -8835555 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -8835661.000000 Penalty: 3612.862061
	Iteration 38Q: 3 clusters Score -8835661 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -8835735.000000 Penalty: 3612.862061
	Iteration 39Q: 3 clusters Score -8835735 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -8835814.000000 Penalty: 3612.862061
	Iteration 40F: 3 clusters Score -8835814 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8835852.000000 Penalty: 3612.862061
	Iteration 41Q: 3 clusters Score -8835852 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8835917.000000 Penalty: 3612.862061
	Iteration 42Q: 3 clusters Score -8835917 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8835967.000000 Penalty: 3612.862061
	Iteration 43Q: 3 clusters Score -8835967 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8835995.000000 Penalty: 3612.862061
	Iteration 44Q: 3 clusters Score -8835995 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8836039.000000 Penalty: 3612.862061
	Iteration 45Q: 3 clusters Score -8836039 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -8836083.000000 Penalty: 3612.862061
	Iteration 46Q: 3 clusters Score -8836083 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8836127.000000 Penalty: 3612.862061
	Iteration 47Q: 3 clusters Score -8836127 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -8836131.000000 Penalty: 3612.862061
	Iteration 48Q: 3 clusters Score -8836131 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8836166.000000 Penalty: 3612.862061
	Iteration 49Q: 3 clusters Score -8836166 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8836198.000000 Penalty: 3612.862061
	Iteration 50Q: 3 clusters Score -8836198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8836203.000000 Penalty: 3612.862061
	Iteration 51Q: 3 clusters Score -8836203 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8836252.000000 Penalty: 3612.862061
	Iteration 52Q: 3 clusters Score -8836252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8836285.000000 Penalty: 3612.862061
	Iteration 53Q: 3 clusters Score -8836285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8836296.000000 Penalty: 3612.862061
	Iteration 54Q: 3 clusters Score -8836296 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8836348.000000 Penalty: 3612.862061
	Iteration 55Q: 3 clusters Score -8836348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8836390.000000 Penalty: 3612.862061
	Iteration 56Q: 3 clusters Score -8836390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8836398.000000 Penalty: 3612.862061
	Iteration 57Q: 3 clusters Score -8836398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8836416.000000 Penalty: 3612.862061
	Iteration 58Q: 3 clusters Score -8836416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8836452.000000 Penalty: 3612.862061
	Iteration 59Q: 3 clusters Score -8836452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8836470.000000 Penalty: 3612.862061
	Iteration 60F: 3 clusters Score -8836470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8836478.000000 Penalty: 3612.862061
	Iteration 61Q: 3 clusters Score -8836478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8836495.000000 Penalty: 3612.862061
	Iteration 62Q: 3 clusters Score -8836495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8836506.000000 Penalty: 3612.862061
	Iteration 63Q: 3 clusters Score -8836506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8836504.000000 Penalty: 3612.862061
	Iteration 64Q: 3 clusters Score -8836504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8836504.000000 Penalty: 3612.862061
	Iteration 65Q: 3 clusters Score -8836504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8836519.000000 Penalty: 3612.862061
	Iteration 66Q: 3 clusters Score -8836519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8836526.000000 Penalty: 3612.862061
	Iteration 67Q: 3 clusters Score -8836526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8836538.000000 Penalty: 3612.862061
	Iteration 68Q: 3 clusters Score -8836538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8836527.000000 Penalty: 3612.862061
	Iteration 69Q: 3 clusters Score -8836527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8836533.000000 Penalty: 3612.862061
	Iteration 70Q: 3 clusters Score -8836533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8836530.000000 Penalty: 3612.862061
	Iteration 71Q: 3 clusters Score -8836530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8836530.000000 Penalty: 3612.862061
	Iteration 72Q: 3 clusters Score -8836530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8836522.000000 Penalty: 3612.862061
	Iteration 73Q: 3 clusters Score -8836522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8836514.000000 Penalty: 3612.862061
	Iteration 74Q: 3 clusters Score -8836514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8836509.000000 Penalty: 3612.862061
	Iteration 75Q: 3 clusters Score -8836509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8836518.000000 Penalty: 3612.862061
	Iteration 76Q: 3 clusters Score -8836518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8836521.000000 Penalty: 3612.862061
	Iteration 77Q: 3 clusters Score -8836521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8836527.000000 Penalty: 3612.862061
	Iteration 78Q: 3 clusters Score -8836527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8836524.000000 Penalty: 3612.862061
	Iteration 79Q: 3 clusters Score -8836524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8836520.000000 Penalty: 3612.862061
	Iteration 80F: 3 clusters Score -8836520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8836522.000000 Penalty: 3612.862061
	Iteration 81Q: 3 clusters Score -8836522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8836520.000000 Penalty: 3612.862061
	Iteration 82Q: 3 clusters Score -8836520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8836520.000000 Penalty: 3612.862061
	Iteration 83Q: 3 clusters Score -8836520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8836530.000000 Penalty: 3612.862061
	Iteration 84Q: 3 clusters Score -8836530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8836533.000000 Penalty: 3612.862061
	Iteration 85Q: 3 clusters Score -8836533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8836528.000000 Penalty: 3612.862061
	Iteration 86Q: 3 clusters Score -8836528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8836528.000000 Penalty: 3612.862061
	Iteration 87Q: 3 clusters Score -8836528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8836532.000000 Penalty: 3612.862061
	Iteration 88Q: 3 clusters Score -8836532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8836532.000000 Penalty: 3612.862061
	Iteration 89F: 3 clusters Score -8836532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Entering Unmasked Estep 
Score: -7155380.500000 Penalty: 1771.755005
	Iteration 0F: 2 clusters Score -7155380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -7119078.000000 Penalty: 3543.510010
	Iteration 0F: 3 clusters Score -7119078 nChanged 25682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -7133356.500000 Penalty: 3543.510010
	Iteration 1F: 3 clusters Score -7133356 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -7133838.000000 Penalty: 3543.510010
	Iteration 2Q: 3 clusters Score -7133838 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -7134505.500000 Penalty: 3543.510010
	Iteration 3Q: 3 clusters Score -7134506 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -7135390.000000 Penalty: 3543.510010
	Iteration 4Q: 3 clusters Score -7135390 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -7136913.000000 Penalty: 3543.510010
	Iteration 5F: 3 clusters Score -7136913 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -7139514.000000 Penalty: 3543.510010
	Iteration 6F: 3 clusters Score -7139514 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -7143484.500000 Penalty: 3543.510010
	Iteration 7F: 3 clusters Score -7143484 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -7148061.500000 Penalty: 3543.510010
	Iteration 8F: 3 clusters Score -7148062 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -7151404.500000 Penalty: 3543.510010
	Iteration 9F: 3 clusters Score -7151404 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -7152965.500000 Penalty: 3543.510010
	Iteration 10Q: 3 clusters Score -7152966 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -7153473.000000 Penalty: 3543.510010
	Iteration 11Q: 3 clusters Score -7153473 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -7153632.500000 Penalty: 3543.510010
	Iteration 12Q: 3 clusters Score -7153632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -7153689.000000 Penalty: 3543.510010
	Iteration 13Q: 3 clusters Score -7153689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -7153726.500000 Penalty: 3543.510010
	Iteration 14Q: 3 clusters Score -7153726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -7153748.000000 Penalty: 3543.510010
	Iteration 15Q: 3 clusters Score -7153748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -7153763.000000 Penalty: 3543.510010
	Iteration 16Q: 3 clusters Score -7153763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -7153766.000000 Penalty: 3543.510010
	Iteration 17Q: 3 clusters Score -7153766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -7153772.500000 Penalty: 3543.510010
	Iteration 18Q: 3 clusters Score -7153772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -7153775.000000 Penalty: 3543.510010
	Iteration 19Q: 3 clusters Score -7153775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -7153777.000000 Penalty: 3543.510010
	Iteration 20F: 3 clusters Score -7153777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -179427.765625 Penalty: 1180.063110
	Iteration 0F: 2 clusters Score -179427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -177675.125000 Penalty: 2360.126221
	Iteration 0F: 3 clusters Score -177675.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177989.171875 Penalty: 2360.126221
	Iteration 1F: 3 clusters Score -177989.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -178062.640625 Penalty: 2360.126221
	Iteration 2F: 3 clusters Score -178062.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -178108.671875 Penalty: 2360.126221
	Iteration 3Q: 3 clusters Score -178108.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -178140.953125 Penalty: 2360.126221
	Iteration 4Q: 3 clusters Score -178141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178168.843750 Penalty: 2360.126221
	Iteration 5Q: 3 clusters Score -178168.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -178185.468750 Penalty: 2360.126221
	Iteration 6Q: 3 clusters Score -178185.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -178197.359375 Penalty: 2360.126221
	Iteration 7Q: 3 clusters Score -178197.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -178208.718750 Penalty: 2360.126221
	Iteration 8Q: 3 clusters Score -178208.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -178221.640625 Penalty: 2360.126221
	Iteration 9Q: 3 clusters Score -178221.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -178234.015625 Penalty: 2360.126221
	Iteration 10Q: 3 clusters Score -178234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -178243.875000 Penalty: 2360.126221
	Iteration 11Q: 3 clusters Score -178243.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -178253.015625 Penalty: 2360.126221
	Iteration 12Q: 3 clusters Score -178253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -178265.859375 Penalty: 2360.126221
	Iteration 13Q: 3 clusters Score -178265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -178277.843750 Penalty: 2360.126221
	Iteration 14Q: 3 clusters Score -178277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -178282.734375 Penalty: 2360.126221
	Iteration 15Q: 3 clusters Score -178282.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -178285.718750 Penalty: 2360.126221
	Iteration 16Q: 3 clusters Score -178285.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178288.703125 Penalty: 2360.126221
	Iteration 17Q: 3 clusters Score -178288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -178290.750000 Penalty: 2360.126221
	Iteration 18Q: 3 clusters Score -178290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178292.406250 Penalty: 2360.126221
	Iteration 19Q: 3 clusters Score -178292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -178293.796875 Penalty: 2360.126221
	Iteration 20F: 3 clusters Score -178293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -178295.218750 Penalty: 2360.126221
	Iteration 21Q: 3 clusters Score -178295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -178295.218750 Penalty: 2360.126221
	Iteration 22F: 3 clusters Score -178295.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Entering Unmasked Estep 
Score: -969155.812500 Penalty: 1446.936157
	Iteration 0F: 2 clusters Score -969155.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -963635.500000 Penalty: 2893.872314
	Iteration 0F: 3 clusters Score -963635.5 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -965365.000000 Penalty: 2893.872314
	Iteration 1F: 3 clusters Score -965365 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -965562.187500 Penalty: 2893.872314
	Iteration 2F: 3 clusters Score -965562.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -965685.250000 Penalty: 2893.872314
	Iteration 3Q: 3 clusters Score -965685.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -965775.562500 Penalty: 2893.872314
	Iteration 4Q: 3 clusters Score -965775.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -965852.625000 Penalty: 2893.872314
	Iteration 5Q: 3 clusters Score -965852.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -965902.250000 Penalty: 2893.872314
	Iteration 6Q: 3 clusters Score -965902.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -965945.312500 Penalty: 2893.872314
	Iteration 7Q: 3 clusters Score -965945.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -965982.312500 Penalty: 2893.872314
	Iteration 8Q: 3 clusters Score -965982.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -966009.250000 Penalty: 2893.872314
	Iteration 9Q: 3 clusters Score -966009.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -966029.875000 Penalty: 2893.872314
	Iteration 10Q: 3 clusters Score -966029.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -966046.000000 Penalty: 2893.872314
	Iteration 11Q: 3 clusters Score -966046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -966065.187500 Penalty: 2893.872314
	Iteration 12Q: 3 clusters Score -966065.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -966089.062500 Penalty: 2893.872314
	Iteration 13Q: 3 clusters Score -966089.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -966117.500000 Penalty: 2893.872314
	Iteration 14Q: 3 clusters Score -966117.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -966159.937500 Penalty: 2893.872314
	Iteration 15Q: 3 clusters Score -966159.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -966194.625000 Penalty: 2893.872314
	Iteration 16Q: 3 clusters Score -966194.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -966247.187500 Penalty: 2893.872314
	Iteration 17Q: 3 clusters Score -966247.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -966310.812500 Penalty: 2893.872314
	Iteration 18Q: 3 clusters Score -966310.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -966372.875000 Penalty: 2893.872314
	Iteration 19Q: 3 clusters Score -966372.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -966450.500000 Penalty: 2893.872314
	Iteration 20F: 3 clusters Score -966450.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -966545.937500 Penalty: 2893.872314
	Iteration 21Q: 3 clusters Score -966545.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -966647.937500 Penalty: 2893.872314
	Iteration 22Q: 3 clusters Score -966647.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -966748.250000 Penalty: 2893.872314
	Iteration 23Q: 3 clusters Score -966748.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -966845.000000 Penalty: 2893.872314
	Iteration 24Q: 3 clusters Score -966845 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -966920.062500 Penalty: 2893.872314
	Iteration 25Q: 3 clusters Score -966920.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -966974.000000 Penalty: 2893.872314
	Iteration 26Q: 3 clusters Score -966974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -967005.625000 Penalty: 2893.872314
	Iteration 27Q: 3 clusters Score -967005.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -967026.750000 Penalty: 2893.872314
	Iteration 28Q: 3 clusters Score -967026.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -967049.062500 Penalty: 2893.872314
	Iteration 29Q: 3 clusters Score -967049.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -967060.375000 Penalty: 2893.872314
	Iteration 30Q: 3 clusters Score -967060.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -967075.937500 Penalty: 2893.872314
	Iteration 31Q: 3 clusters Score -967075.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -967087.062500 Penalty: 2893.872314
	Iteration 32Q: 3 clusters Score -967087.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -967104.500000 Penalty: 2893.872314
	Iteration 33Q: 3 clusters Score -967104.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -967115.687500 Penalty: 2893.872314
	Iteration 34Q: 3 clusters Score -967115.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -967123.437500 Penalty: 2893.872314
	Iteration 35Q: 3 clusters Score -967123.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -967130.812500 Penalty: 2893.872314
	Iteration 36Q: 3 clusters Score -967130.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -967137.812500 Penalty: 2893.872314
	Iteration 37Q: 3 clusters Score -967137.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -967149.687500 Penalty: 2893.872314
	Iteration 38Q: 3 clusters Score -967149.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -967160.187500 Penalty: 2893.872314
	Iteration 39Q: 3 clusters Score -967160.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -967167.187500 Penalty: 2893.872314
	Iteration 40F: 3 clusters Score -967167.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -967182.125000 Penalty: 2893.872314
	Iteration 41Q: 3 clusters Score -967182.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -967193.625000 Penalty: 2893.872314
	Iteration 42Q: 3 clusters Score -967193.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -967205.250000 Penalty: 2893.872314
	Iteration 43Q: 3 clusters Score -967205.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -967212.437500 Penalty: 2893.872314
	Iteration 44Q: 3 clusters Score -967212.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -967219.187500 Penalty: 2893.872314
	Iteration 45Q: 3 clusters Score -967219.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -967234.250000 Penalty: 2893.872314
	Iteration 46Q: 3 clusters Score -967234.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -967249.250000 Penalty: 2893.872314
	Iteration 47Q: 3 clusters Score -967249.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -967266.812500 Penalty: 2893.872314
	Iteration 48Q: 3 clusters Score -967266.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -967280.937500 Penalty: 2893.872314
	Iteration 49Q: 3 clusters Score -967280.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -967295.437500 Penalty: 2893.872314
	Iteration 50Q: 3 clusters Score -967295.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -967312.875000 Penalty: 2893.872314
	Iteration 51Q: 3 clusters Score -967312.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -967328.062500 Penalty: 2893.872314
	Iteration 52Q: 3 clusters Score -967328.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -967332.062500 Penalty: 2893.872314
	Iteration 53Q: 3 clusters Score -967332.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -967341.250000 Penalty: 2893.872314
	Iteration 54Q: 3 clusters Score -967341.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -967350.000000 Penalty: 2893.872314
	Iteration 55Q: 3 clusters Score -967350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -967356.750000 Penalty: 2893.872314
	Iteration 56Q: 3 clusters Score -967356.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -967357.562500 Penalty: 2893.872314
	Iteration 57Q: 3 clusters Score -967357.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -967363.875000 Penalty: 2893.872314
	Iteration 58Q: 3 clusters Score -967363.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -967367.062500 Penalty: 2893.872314
	Iteration 59Q: 3 clusters Score -967367.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -967370.500000 Penalty: 2893.872314
	Iteration 60F: 3 clusters Score -967370.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -967374.812500 Penalty: 2893.872314
	Iteration 61Q: 3 clusters Score -967374.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -967383.750000 Penalty: 2893.872314
	Iteration 62Q: 3 clusters Score -967383.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -967389.500000 Penalty: 2893.872314
	Iteration 63Q: 3 clusters Score -967389.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -967391.562500 Penalty: 2893.872314
	Iteration 64Q: 3 clusters Score -967391.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -967395.062500 Penalty: 2893.872314
	Iteration 65Q: 3 clusters Score -967395.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -967398.500000 Penalty: 2893.872314
	Iteration 66Q: 3 clusters Score -967398.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -967402.687500 Penalty: 2893.872314
	Iteration 67Q: 3 clusters Score -967402.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -967405.625000 Penalty: 2893.872314
	Iteration 68Q: 3 clusters Score -967405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -967411.875000 Penalty: 2893.872314
	Iteration 69Q: 3 clusters Score -967411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -967411.750000 Penalty: 2893.872314
	Iteration 70Q: 3 clusters Score -967411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -967412.500000 Penalty: 2893.872314
	Iteration 71Q: 3 clusters Score -967412.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -967415.062500 Penalty: 2893.872314
	Iteration 72Q: 3 clusters Score -967415.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -967420.250000 Penalty: 2893.872314
	Iteration 73Q: 3 clusters Score -967420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -967424.187500 Penalty: 2893.872314
	Iteration 74Q: 3 clusters Score -967424.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -967428.625000 Penalty: 2893.872314
	Iteration 75Q: 3 clusters Score -967428.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -967435.250000 Penalty: 2893.872314
	Iteration 76Q: 3 clusters Score -967435.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -967441.625000 Penalty: 2893.872314
	Iteration 77Q: 3 clusters Score -967441.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -967444.312500 Penalty: 2893.872314
	Iteration 78Q: 3 clusters Score -967444.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -967446.562500 Penalty: 2893.872314
	Iteration 79Q: 3 clusters Score -967446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -967447.875000 Penalty: 2893.872314
	Iteration 80F: 3 clusters Score -967447.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -967451.625000 Penalty: 2893.872314
	Iteration 81Q: 3 clusters Score -967451.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -967458.625000 Penalty: 2893.872314
	Iteration 82Q: 3 clusters Score -967458.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -967463.875000 Penalty: 2893.872314
	Iteration 83Q: 3 clusters Score -967463.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -967471.500000 Penalty: 2893.872314
	Iteration 84Q: 3 clusters Score -967471.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -967476.562500 Penalty: 2893.872314
	Iteration 85Q: 3 clusters Score -967476.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -967483.437500 Penalty: 2893.872314
	Iteration 86Q: 3 clusters Score -967483.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -967491.687500 Penalty: 2893.872314
	Iteration 87Q: 3 clusters Score -967491.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -967500.875000 Penalty: 2893.872314
	Iteration 88Q: 3 clusters Score -967500.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -967508.500000 Penalty: 2893.872314
	Iteration 89Q: 3 clusters Score -967508.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -967511.750000 Penalty: 2893.872314
	Iteration 90Q: 3 clusters Score -967511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -967514.687500 Penalty: 2893.872314
	Iteration 91Q: 3 clusters Score -967514.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -967516.375000 Penalty: 2893.872314
	Iteration 92Q: 3 clusters Score -967516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -967517.875000 Penalty: 2893.872314
	Iteration 93Q: 3 clusters Score -967517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -967519.500000 Penalty: 2893.872314
	Iteration 94Q: 3 clusters Score -967519.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -967520.937500 Penalty: 2893.872314
	Iteration 95Q: 3 clusters Score -967520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -967522.500000 Penalty: 2893.872314
	Iteration 96Q: 3 clusters Score -967522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -967525.312500 Penalty: 2893.872314
	Iteration 97Q: 3 clusters Score -967525.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -967529.375000 Penalty: 2893.872314
	Iteration 98Q: 3 clusters Score -967529.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -967538.562500 Penalty: 2893.872314
	Iteration 99Q: 3 clusters Score -967538.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -967545.812500 Penalty: 2893.872314
	Iteration 100F: 3 clusters Score -967545.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -967550.937500 Penalty: 2893.872314
	Iteration 101Q: 3 clusters Score -967550.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -967556.000000 Penalty: 2893.872314
	Iteration 102Q: 3 clusters Score -967556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -967561.125000 Penalty: 2893.872314
	Iteration 103Q: 3 clusters Score -967561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -967568.062500 Penalty: 2893.872314
	Iteration 104Q: 3 clusters Score -967568.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -967575.312500 Penalty: 2893.872314
	Iteration 105Q: 3 clusters Score -967575.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -967582.750000 Penalty: 2893.872314
	Iteration 106Q: 3 clusters Score -967582.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -967588.062500 Penalty: 2893.872314
	Iteration 107Q: 3 clusters Score -967588.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -967595.062500 Penalty: 2893.872314
	Iteration 108Q: 3 clusters Score -967595.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -967601.375000 Penalty: 2893.872314
	Iteration 109Q: 3 clusters Score -967601.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -967604.937500 Penalty: 2893.872314
	Iteration 110Q: 3 clusters Score -967604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -967607.062500 Penalty: 2893.872314
	Iteration 111Q: 3 clusters Score -967607.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -967613.625000 Penalty: 2893.872314
	Iteration 112Q: 3 clusters Score -967613.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -967617.937500 Penalty: 2893.872314
	Iteration 113Q: 3 clusters Score -967617.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -967624.375000 Penalty: 2893.872314
	Iteration 114Q: 3 clusters Score -967624.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -967628.875000 Penalty: 2893.872314
	Iteration 115Q: 3 clusters Score -967628.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -967635.875000 Penalty: 2893.872314
	Iteration 116Q: 3 clusters Score -967635.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -967641.312500 Penalty: 2893.872314
	Iteration 117Q: 3 clusters Score -967641.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -967647.062500 Penalty: 2893.872314
	Iteration 118Q: 3 clusters Score -967647.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -967652.625000 Penalty: 2893.872314
	Iteration 119Q: 3 clusters Score -967652.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -967659.562500 Penalty: 2893.872314
	Iteration 120F: 3 clusters Score -967659.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -967662.000000 Penalty: 2893.872314
	Iteration 121Q: 3 clusters Score -967662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -967668.250000 Penalty: 2893.872314
	Iteration 122Q: 3 clusters Score -967668.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -967672.812500 Penalty: 2893.872314
	Iteration 123Q: 3 clusters Score -967672.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -967676.687500 Penalty: 2893.872314
	Iteration 124Q: 3 clusters Score -967676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -967678.312500 Penalty: 2893.872314
	Iteration 125Q: 3 clusters Score -967678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -967679.625000 Penalty: 2893.872314
	Iteration 126Q: 3 clusters Score -967679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -967681.125000 Penalty: 2893.872314
	Iteration 127Q: 3 clusters Score -967681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -967683.125000 Penalty: 2893.872314
	Iteration 128Q: 3 clusters Score -967683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -967684.562500 Penalty: 2893.872314
	Iteration 129Q: 3 clusters Score -967684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -967685.625000 Penalty: 2893.872314
	Iteration 130Q: 3 clusters Score -967685.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -967690.437500 Penalty: 2893.872314
	Iteration 131Q: 3 clusters Score -967690.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -967694.312500 Penalty: 2893.872314
	Iteration 132Q: 3 clusters Score -967694.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -967697.812500 Penalty: 2893.872314
	Iteration 133Q: 3 clusters Score -967697.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -967699.312500 Penalty: 2893.872314
	Iteration 134Q: 3 clusters Score -967699.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -967702.062500 Penalty: 2893.872314
	Iteration 135Q: 3 clusters Score -967702.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -967706.250000 Penalty: 2893.872314
	Iteration 136Q: 3 clusters Score -967706.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -967708.375000 Penalty: 2893.872314
	Iteration 137Q: 3 clusters Score -967708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -967709.187500 Penalty: 2893.872314
	Iteration 138Q: 3 clusters Score -967709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -967711.750000 Penalty: 2893.872314
	Iteration 139Q: 3 clusters Score -967711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -967715.750000 Penalty: 2893.872314
	Iteration 140F: 3 clusters Score -967715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -967719.625000 Penalty: 2893.872314
	Iteration 141Q: 3 clusters Score -967719.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -967724.062500 Penalty: 2893.872314
	Iteration 142Q: 3 clusters Score -967724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -967726.000000 Penalty: 2893.872314
	Iteration 143Q: 3 clusters Score -967726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -967728.875000 Penalty: 2893.872314
	Iteration 144Q: 3 clusters Score -967728.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -967734.625000 Penalty: 2893.872314
	Iteration 145Q: 3 clusters Score -967734.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -967738.937500 Penalty: 2893.872314
	Iteration 146Q: 3 clusters Score -967738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -967743.500000 Penalty: 2893.872314
	Iteration 147Q: 3 clusters Score -967743.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -967748.500000 Penalty: 2893.872314
	Iteration 148Q: 3 clusters Score -967748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -967755.500000 Penalty: 2893.872314
	Iteration 149Q: 3 clusters Score -967755.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -967763.062500 Penalty: 2893.872314
	Iteration 150Q: 3 clusters Score -967763.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -967767.687500 Penalty: 2893.872314
	Iteration 151Q: 3 clusters Score -967767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -967770.375000 Penalty: 2893.872314
	Iteration 152Q: 3 clusters Score -967770.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -967776.250000 Penalty: 2893.872314
	Iteration 153Q: 3 clusters Score -967776.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -967780.625000 Penalty: 2893.872314
	Iteration 154Q: 3 clusters Score -967780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -967781.375000 Penalty: 2893.872314
	Iteration 155Q: 3 clusters Score -967781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -967785.062500 Penalty: 2893.872314
	Iteration 156Q: 3 clusters Score -967785.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -967786.187500 Penalty: 2893.872314
	Iteration 157Q: 3 clusters Score -967786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -967788.812500 Penalty: 2893.872314
	Iteration 158Q: 3 clusters Score -967788.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -967792.312500 Penalty: 2893.872314
	Iteration 159Q: 3 clusters Score -967792.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -967796.875000 Penalty: 2893.872314
	Iteration 160F: 3 clusters Score -967796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -967800.750000 Penalty: 2893.872314
	Iteration 161Q: 3 clusters Score -967800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -967805.687500 Penalty: 2893.872314
	Iteration 162Q: 3 clusters Score -967805.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -967820.750000 Penalty: 2893.872314
	Iteration 163Q: 3 clusters Score -967820.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -967831.750000 Penalty: 2893.872314
	Iteration 164Q: 3 clusters Score -967831.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -967838.687500 Penalty: 2893.872314
	Iteration 165Q: 3 clusters Score -967838.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -967840.875000 Penalty: 2893.872314
	Iteration 166Q: 3 clusters Score -967840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -967844.062500 Penalty: 2893.872314
	Iteration 167Q: 3 clusters Score -967844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -967847.562500 Penalty: 2893.872314
	Iteration 168Q: 3 clusters Score -967847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -967847.125000 Penalty: 2893.872314
	Iteration 169Q: 3 clusters Score -967847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -967849.312500 Penalty: 2893.872314
	Iteration 170Q: 3 clusters Score -967849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -967850.125000 Penalty: 2893.872314
	Iteration 171Q: 3 clusters Score -967850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -967850.312500 Penalty: 2893.872314
	Iteration 172Q: 3 clusters Score -967850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -967850.562500 Penalty: 2893.872314
	Iteration 173Q: 3 clusters Score -967850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -967850.875000 Penalty: 2893.872314
	Iteration 174Q: 3 clusters Score -967850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -967851.937500 Penalty: 2893.872314
	Iteration 175Q: 3 clusters Score -967851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -967851.187500 Penalty: 2893.872314
	Iteration 176Q: 3 clusters Score -967851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -967851.437500 Penalty: 2893.872314
	Iteration 177Q: 3 clusters Score -967851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -967852.812500 Penalty: 2893.872314
	Iteration 178Q: 3 clusters Score -967852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -967853.750000 Penalty: 2893.872314
	Iteration 179Q: 3 clusters Score -967853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -967853.750000 Penalty: 2893.872314
	Iteration 180F: 3 clusters Score -967853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -109210.484375 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -109210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107856.085938 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -107856.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108069.585938 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -108069.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108126.890625 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -108126.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108156.671875 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -108156.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108176.765625 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -108176.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108189.492188 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -108189.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108202.312500 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -108202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108208.031250 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -108208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108214.234375 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -108214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108218.531250 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -108218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108223.843750 Penalty: 2211.499756
	Iteration 10Q: 3 clusters Score -108223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -108231.562500 Penalty: 2211.499756
	Iteration 11Q: 3 clusters Score -108231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108246.625000 Penalty: 2211.499756
	Iteration 12Q: 3 clusters Score -108246.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108261.179688 Penalty: 2211.499756
	Iteration 13Q: 3 clusters Score -108261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108272.304688 Penalty: 2211.499756
	Iteration 14Q: 3 clusters Score -108272.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108278.781250 Penalty: 2211.499756
	Iteration 15Q: 3 clusters Score -108278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108285.867188 Penalty: 2211.499756
	Iteration 16Q: 3 clusters Score -108285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108291.453125 Penalty: 2211.499756
	Iteration 17Q: 3 clusters Score -108291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108303.062500 Penalty: 2211.499756
	Iteration 18Q: 3 clusters Score -108303.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108323.132812 Penalty: 2211.499756
	Iteration 19Q: 3 clusters Score -108323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108332.890625 Penalty: 2211.499756
	Iteration 20F: 3 clusters Score -108332.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108340.492188 Penalty: 2211.499756
	Iteration 21Q: 3 clusters Score -108340.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -108354.710938 Penalty: 2211.499756
	Iteration 22Q: 3 clusters Score -108354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108362.765625 Penalty: 2211.499756
	Iteration 23Q: 3 clusters Score -108362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108368.617188 Penalty: 2211.499756
	Iteration 24Q: 3 clusters Score -108368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -108378.921875 Penalty: 2211.499756
	Iteration 25Q: 3 clusters Score -108378.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108393.421875 Penalty: 2211.499756
	Iteration 26Q: 3 clusters Score -108393.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -108410.640625 Penalty: 2211.499756
	Iteration 27Q: 3 clusters Score -108410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -108432.445312 Penalty: 2211.499756
	Iteration 28Q: 3 clusters Score -108432.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -108450.867188 Penalty: 2211.499756
	Iteration 29Q: 3 clusters Score -108450.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108469.945312 Penalty: 2211.499756
	Iteration 30Q: 3 clusters Score -108469.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108480.695312 Penalty: 2211.499756
	Iteration 31Q: 3 clusters Score -108480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108502.140625 Penalty: 2211.499756
	Iteration 32Q: 3 clusters Score -108502.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108513.429688 Penalty: 2211.499756
	Iteration 33Q: 3 clusters Score -108513.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108527.367188 Penalty: 2211.499756
	Iteration 34Q: 3 clusters Score -108527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -108537.976562 Penalty: 2211.499756
	Iteration 35Q: 3 clusters Score -108538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108552.648438 Penalty: 2211.499756
	Iteration 36Q: 3 clusters Score -108552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -108564.101562 Penalty: 2211.499756
	Iteration 37Q: 3 clusters Score -108564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -108570.710938 Penalty: 2211.499756
	Iteration 38Q: 3 clusters Score -108570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -108571.804688 Penalty: 2211.499756
	Iteration 39Q: 3 clusters Score -108571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -108574.328125 Penalty: 2211.499756
	Iteration 40F: 3 clusters Score -108574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -108576.460938 Penalty: 2211.499756
	Iteration 41Q: 3 clusters Score -108576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -108577.750000 Penalty: 2211.499756
	Iteration 42Q: 3 clusters Score -108577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -108580.812500 Penalty: 2211.499756
	Iteration 43Q: 3 clusters Score -108580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -108587.492188 Penalty: 2211.499756
	Iteration 44Q: 3 clusters Score -108587.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -108595.140625 Penalty: 2211.499756
	Iteration 45Q: 3 clusters Score -108595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108602.132812 Penalty: 2211.499756
	Iteration 46Q: 3 clusters Score -108602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108609.632812 Penalty: 2211.499756
	Iteration 47Q: 3 clusters Score -108609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -108616.859375 Penalty: 2211.499756
	Iteration 48Q: 3 clusters Score -108616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -108625.945312 Penalty: 2211.499756
	Iteration 49Q: 3 clusters Score -108625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108631.054688 Penalty: 2211.499756
	Iteration 50Q: 3 clusters Score -108631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108635.117188 Penalty: 2211.499756
	Iteration 51Q: 3 clusters Score -108635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108635.117188 Penalty: 2211.499756
	Iteration 52F: 3 clusters Score -108635.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -162368.046875 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -162368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -160757.609375 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -160757.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -161044.140625 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -161044.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -161120.984375 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -161121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -161155.515625 Penalty: 2313.618652
	Iteration 3Q: 3 clusters Score -161155.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -161172.000000 Penalty: 2313.618652
	Iteration 4Q: 3 clusters Score -161172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -161186.125000 Penalty: 2313.618652
	Iteration 5Q: 3 clusters Score -161186.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -161192.968750 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -161193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161196.250000 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -161196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161198.203125 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -161198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161201.453125 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -161201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161202.468750 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -161202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161203.234375 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -161203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161203.234375 Penalty: 2313.618652
	Iteration 12F: 3 clusters Score -161203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8556.804688 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -8556.805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8060.989746 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8060.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8078.800293 Penalty: 1486.781006
	Iteration 1Q: 3 clusters Score -8078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8078.800293 Penalty: 1486.781006
	Iteration 2F: 3 clusters Score -8078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -92655.601562 Penalty: 1084.205322
	Iteration 0F: 2 clusters Score -92655.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91347.656250 Penalty: 2168.410645
	Iteration 0F: 3 clusters Score -91347.66 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91601.515625 Penalty: 2168.410645
	Iteration 1F: 3 clusters Score -91601.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91696.476562 Penalty: 2168.410645
	Iteration 2F: 3 clusters Score -91696.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91750.789062 Penalty: 2168.410645
	Iteration 3F: 3 clusters Score -91750.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91769.484375 Penalty: 2168.410645
	Iteration 4Q: 3 clusters Score -91769.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91779.437500 Penalty: 2168.410645
	Iteration 5Q: 3 clusters Score -91779.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91792.234375 Penalty: 2168.410645
	Iteration 6Q: 3 clusters Score -91792.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91801.523438 Penalty: 2168.410645
	Iteration 7Q: 3 clusters Score -91801.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91815.421875 Penalty: 2168.410645
	Iteration 8Q: 3 clusters Score -91815.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91824.929688 Penalty: 2168.410645
	Iteration 9Q: 3 clusters Score -91824.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91833.617188 Penalty: 2168.410645
	Iteration 10Q: 3 clusters Score -91833.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91840.289062 Penalty: 2168.410645
	Iteration 11Q: 3 clusters Score -91840.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91849.171875 Penalty: 2168.410645
	Iteration 12Q: 3 clusters Score -91849.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91852.617188 Penalty: 2168.410645
	Iteration 13Q: 3 clusters Score -91852.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91853.375000 Penalty: 2168.410645
	Iteration 14Q: 3 clusters Score -91853.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91853.375000 Penalty: 2168.410645
	Iteration 15F: 3 clusters Score -91853.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Entering Unmasked Estep 
Score: -2711030.500000 Penalty: 1613.170654
	Iteration 0F: 2 clusters Score -2711030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2697019.000000 Penalty: 3226.341309
	Iteration 0F: 3 clusters Score -2697019 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2702077.000000 Penalty: 3226.341309
	Iteration 1F: 3 clusters Score -2702077 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2702371.000000 Penalty: 3226.341309
	Iteration 2Q: 3 clusters Score -2702371 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2702612.250000 Penalty: 3226.341309
	Iteration 3Q: 3 clusters Score -2702612 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2702813.000000 Penalty: 3226.341309
	Iteration 4Q: 3 clusters Score -2702813 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2702991.250000 Penalty: 3226.341309
	Iteration 5Q: 3 clusters Score -2702991 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2703126.000000 Penalty: 3226.341309
	Iteration 6Q: 3 clusters Score -2703126 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2703280.000000 Penalty: 3226.341309
	Iteration 7Q: 3 clusters Score -2703280 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2703432.250000 Penalty: 3226.341309
	Iteration 8Q: 3 clusters Score -2703432 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2703585.750000 Penalty: 3226.341309
	Iteration 9Q: 3 clusters Score -2703586 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2703720.250000 Penalty: 3226.341309
	Iteration 10Q: 3 clusters Score -2703720 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2703873.000000 Penalty: 3226.341309
	Iteration 11Q: 3 clusters Score -2703873 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2704031.500000 Penalty: 3226.341309
	Iteration 12Q: 3 clusters Score -2704032 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2704193.750000 Penalty: 3226.341309
	Iteration 13Q: 3 clusters Score -2704194 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2704363.000000 Penalty: 3226.341309
	Iteration 14Q: 3 clusters Score -2704363 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2704536.500000 Penalty: 3226.341309
	Iteration 15Q: 3 clusters Score -2704536 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2704725.750000 Penalty: 3226.341309
	Iteration 16Q: 3 clusters Score -2704726 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2704910.250000 Penalty: 3226.341309
	Iteration 17Q: 3 clusters Score -2704910 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2705089.250000 Penalty: 3226.341309
	Iteration 18Q: 3 clusters Score -2705089 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2705321.000000 Penalty: 3226.341309
	Iteration 19Q: 3 clusters Score -2705321 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2705556.500000 Penalty: 3226.341309
	Iteration 20F: 3 clusters Score -2705556 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2705842.500000 Penalty: 3226.341309
	Iteration 21Q: 3 clusters Score -2705842 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2706151.500000 Penalty: 3226.341309
	Iteration 22Q: 3 clusters Score -2706152 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2706487.500000 Penalty: 3226.341309
	Iteration 23Q: 3 clusters Score -2706488 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2706899.250000 Penalty: 3226.341309
	Iteration 24Q: 3 clusters Score -2706899 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2707334.000000 Penalty: 3226.341309
	Iteration 25Q: 3 clusters Score -2707334 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2707740.250000 Penalty: 3226.341309
	Iteration 26Q: 3 clusters Score -2707740 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2708183.250000 Penalty: 3226.341309
	Iteration 27Q: 3 clusters Score -2708183 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2708577.000000 Penalty: 3226.341309
	Iteration 28Q: 3 clusters Score -2708577 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2708885.000000 Penalty: 3226.341309
	Iteration 29Q: 3 clusters Score -2708885 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2709122.250000 Penalty: 3226.341309
	Iteration 30Q: 3 clusters Score -2709122 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2709283.750000 Penalty: 3226.341309
	Iteration 31Q: 3 clusters Score -2709284 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2709390.500000 Penalty: 3226.341309
	Iteration 32Q: 3 clusters Score -2709390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2709450.750000 Penalty: 3226.341309
	Iteration 33Q: 3 clusters Score -2709451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2709495.250000 Penalty: 3226.341309
	Iteration 34Q: 3 clusters Score -2709495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2709532.500000 Penalty: 3226.341309
	Iteration 35Q: 3 clusters Score -2709532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2709563.000000 Penalty: 3226.341309
	Iteration 36Q: 3 clusters Score -2709563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2709574.500000 Penalty: 3226.341309
	Iteration 37Q: 3 clusters Score -2709574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2709582.250000 Penalty: 3226.341309
	Iteration 38Q: 3 clusters Score -2709582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2709583.250000 Penalty: 3226.341309
	Iteration 39Q: 3 clusters Score -2709583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2709597.250000 Penalty: 3226.341309
	Iteration 40F: 3 clusters Score -2709597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2709608.250000 Penalty: 3226.341309
	Iteration 41Q: 3 clusters Score -2709608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2709613.250000 Penalty: 3226.341309
	Iteration 42Q: 3 clusters Score -2709613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2709622.250000 Penalty: 3226.341309
	Iteration 43Q: 3 clusters Score -2709622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2709629.500000 Penalty: 3226.341309
	Iteration 44Q: 3 clusters Score -2709630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2709635.000000 Penalty: 3226.341309
	Iteration 45Q: 3 clusters Score -2709635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2709642.000000 Penalty: 3226.341309
	Iteration 46Q: 3 clusters Score -2709642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2709643.000000 Penalty: 3226.341309
	Iteration 47Q: 3 clusters Score -2709643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2709648.000000 Penalty: 3226.341309
	Iteration 48Q: 3 clusters Score -2709648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2709655.000000 Penalty: 3226.341309
	Iteration 49Q: 3 clusters Score -2709655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2709658.000000 Penalty: 3226.341309
	Iteration 50Q: 3 clusters Score -2709658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2709658.250000 Penalty: 3226.341309
	Iteration 51Q: 3 clusters Score -2709658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2709658.250000 Penalty: 3226.341309
	Iteration 52F: 3 clusters Score -2709658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -506061.656250 Penalty: 1340.258301
	Iteration 0F: 2 clusters Score -506061.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -502834.968750 Penalty: 2680.516602
	Iteration 0F: 3 clusters Score -502835 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -503633.500000 Penalty: 2680.516602
	Iteration 1F: 3 clusters Score -503633.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -503806.468750 Penalty: 2680.516602
	Iteration 2F: 3 clusters Score -503806.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -503927.718750 Penalty: 2680.516602
	Iteration 3F: 3 clusters Score -503927.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -504024.562500 Penalty: 2680.516602
	Iteration 4Q: 3 clusters Score -504024.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -504133.062500 Penalty: 2680.516602
	Iteration 5Q: 3 clusters Score -504133.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -504241.718750 Penalty: 2680.516602
	Iteration 6Q: 3 clusters Score -504241.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -504336.156250 Penalty: 2680.516602
	Iteration 7Q: 3 clusters Score -504336.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -504419.312500 Penalty: 2680.516602
	Iteration 8Q: 3 clusters Score -504419.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -504497.125000 Penalty: 2680.516602
	Iteration 9Q: 3 clusters Score -504497.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -504564.343750 Penalty: 2680.516602
	Iteration 10Q: 3 clusters Score -504564.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -504638.843750 Penalty: 2680.516602
	Iteration 11Q: 3 clusters Score -504638.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -504700.281250 Penalty: 2680.516602
	Iteration 12Q: 3 clusters Score -504700.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -504748.875000 Penalty: 2680.516602
	Iteration 13Q: 3 clusters Score -504748.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -504801.406250 Penalty: 2680.516602
	Iteration 14Q: 3 clusters Score -504801.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -504836.062500 Penalty: 2680.516602
	Iteration 15Q: 3 clusters Score -504836.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -504853.656250 Penalty: 2680.516602
	Iteration 16Q: 3 clusters Score -504853.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -504866.218750 Penalty: 2680.516602
	Iteration 17Q: 3 clusters Score -504866.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -504875.562500 Penalty: 2680.516602
	Iteration 18Q: 3 clusters Score -504875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -504884.812500 Penalty: 2680.516602
	Iteration 19Q: 3 clusters Score -504884.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -504898.281250 Penalty: 2680.516602
	Iteration 20F: 3 clusters Score -504898.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -504912.312500 Penalty: 2680.516602
	Iteration 21Q: 3 clusters Score -504912.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -504924.125000 Penalty: 2680.516602
	Iteration 22Q: 3 clusters Score -504924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -504930.656250 Penalty: 2680.516602
	Iteration 23Q: 3 clusters Score -504930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -504935.531250 Penalty: 2680.516602
	Iteration 24Q: 3 clusters Score -504935.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -504943.187500 Penalty: 2680.516602
	Iteration 25Q: 3 clusters Score -504943.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -504952.750000 Penalty: 2680.516602
	Iteration 26Q: 3 clusters Score -504952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -504960.812500 Penalty: 2680.516602
	Iteration 27Q: 3 clusters Score -504960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -504966.750000 Penalty: 2680.516602
	Iteration 28Q: 3 clusters Score -504966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -504975.531250 Penalty: 2680.516602
	Iteration 29Q: 3 clusters Score -504975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -504976.062500 Penalty: 2680.516602
	Iteration 30Q: 3 clusters Score -504976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -504978.000000 Penalty: 2680.516602
	Iteration 31Q: 3 clusters Score -504978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -504978.406250 Penalty: 2680.516602
	Iteration 32Q: 3 clusters Score -504978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -504979.812500 Penalty: 2680.516602
	Iteration 33Q: 3 clusters Score -504979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -504979.812500 Penalty: 2680.516602
	Iteration 34F: 3 clusters Score -504979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Entering Unmasked Estep 
Score: -2047921.000000 Penalty: 1567.413818
	Iteration 0F: 2 clusters Score -2047921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2037181.500000 Penalty: 3134.827637
	Iteration 0F: 3 clusters Score -2037182 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2040872.375000 Penalty: 3134.827637
	Iteration 1F: 3 clusters Score -2040872 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2041233.875000 Penalty: 3134.827637
	Iteration 2F: 3 clusters Score -2041234 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2041525.000000 Penalty: 3134.827637
	Iteration 3Q: 3 clusters Score -2041525 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2041805.375000 Penalty: 3134.827637
	Iteration 4Q: 3 clusters Score -2041805 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2042109.250000 Penalty: 3134.827637
	Iteration 5Q: 3 clusters Score -2042109 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2042473.125000 Penalty: 3134.827637
	Iteration 6Q: 3 clusters Score -2042473 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2042952.375000 Penalty: 3134.827637
	Iteration 7F: 3 clusters Score -2042952 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2043473.250000 Penalty: 3134.827637
	Iteration 8F: 3 clusters Score -2043473 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2044047.125000 Penalty: 3134.827637
	Iteration 9F: 3 clusters Score -2044047 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2044680.375000 Penalty: 3134.827637
	Iteration 10F: 3 clusters Score -2044680 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2045310.750000 Penalty: 3134.827637
	Iteration 11Q: 3 clusters Score -2045311 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2045805.750000 Penalty: 3134.827637
	Iteration 12Q: 3 clusters Score -2045806 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2046098.250000 Penalty: 3134.827637
	Iteration 13Q: 3 clusters Score -2046098 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2046268.500000 Penalty: 3134.827637
	Iteration 14Q: 3 clusters Score -2046268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2046371.625000 Penalty: 3134.827637
	Iteration 15Q: 3 clusters Score -2046372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2046421.750000 Penalty: 3134.827637
	Iteration 16Q: 3 clusters Score -2046422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2046466.750000 Penalty: 3134.827637
	Iteration 17Q: 3 clusters Score -2046467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2046498.875000 Penalty: 3134.827637
	Iteration 18Q: 3 clusters Score -2046499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2046515.875000 Penalty: 3134.827637
	Iteration 19Q: 3 clusters Score -2046516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2046528.875000 Penalty: 3134.827637
	Iteration 20F: 3 clusters Score -2046529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2046542.500000 Penalty: 3134.827637
	Iteration 21Q: 3 clusters Score -2046542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2046558.625000 Penalty: 3134.827637
	Iteration 22Q: 3 clusters Score -2046559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2046559.625000 Penalty: 3134.827637
	Iteration 23Q: 3 clusters Score -2046560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2046559.625000 Penalty: 3134.827637
	Iteration 24F: 3 clusters Score -2046560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -534087.375000 Penalty: 1349.841797
	Iteration 0F: 2 clusters Score -534087.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -530674.937500 Penalty: 2699.683594
	Iteration 0F: 3 clusters Score -530674.9 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -531589.250000 Penalty: 2699.683594
	Iteration 1F: 3 clusters Score -531589.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -531777.937500 Penalty: 2699.683594
	Iteration 2F: 3 clusters Score -531777.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -531945.000000 Penalty: 2699.683594
	Iteration 3F: 3 clusters Score -531945 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -532062.875000 Penalty: 2699.683594
	Iteration 4Q: 3 clusters Score -532062.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -532192.500000 Penalty: 2699.683594
	Iteration 5Q: 3 clusters Score -532192.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -532302.562500 Penalty: 2699.683594
	Iteration 6Q: 3 clusters Score -532302.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -532407.062500 Penalty: 2699.683594
	Iteration 7Q: 3 clusters Score -532407.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -532500.250000 Penalty: 2699.683594
	Iteration 8Q: 3 clusters Score -532500.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -532586.000000 Penalty: 2699.683594
	Iteration 9Q: 3 clusters Score -532586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -532676.375000 Penalty: 2699.683594
	Iteration 10Q: 3 clusters Score -532676.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -532761.437500 Penalty: 2699.683594
	Iteration 11Q: 3 clusters Score -532761.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -532827.750000 Penalty: 2699.683594
	Iteration 12Q: 3 clusters Score -532827.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -532884.625000 Penalty: 2699.683594
	Iteration 13Q: 3 clusters Score -532884.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -532958.375000 Penalty: 2699.683594
	Iteration 14Q: 3 clusters Score -532958.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -533025.562500 Penalty: 2699.683594
	Iteration 15Q: 3 clusters Score -533025.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -533070.125000 Penalty: 2699.683594
	Iteration 16Q: 3 clusters Score -533070.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -533105.250000 Penalty: 2699.683594
	Iteration 17Q: 3 clusters Score -533105.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -533123.375000 Penalty: 2699.683594
	Iteration 18Q: 3 clusters Score -533123.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -533140.750000 Penalty: 2699.683594
	Iteration 19Q: 3 clusters Score -533140.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -533152.375000 Penalty: 2699.683594
	Iteration 20F: 3 clusters Score -533152.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -533161.875000 Penalty: 2699.683594
	Iteration 21Q: 3 clusters Score -533161.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -533167.562500 Penalty: 2699.683594
	Iteration 22Q: 3 clusters Score -533167.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -533170.625000 Penalty: 2699.683594
	Iteration 23Q: 3 clusters Score -533170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -533172.562500 Penalty: 2699.683594
	Iteration 24Q: 3 clusters Score -533172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -533174.250000 Penalty: 2699.683594
	Iteration 25Q: 3 clusters Score -533174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -533174.437500 Penalty: 2699.683594
	Iteration 26Q: 3 clusters Score -533174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -533174.437500 Penalty: 2699.683594
	Iteration 27F: 3 clusters Score -533174.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -835881.562500 Penalty: 1429.945068
	Iteration 0F: 2 clusters Score -835881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -830911.937500 Penalty: 2859.890137
	Iteration 0F: 3 clusters Score -830911.9 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -832363.750000 Penalty: 2859.890137
	Iteration 1F: 3 clusters Score -832363.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -832559.437500 Penalty: 2859.890137
	Iteration 2F: 3 clusters Score -832559.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -832708.937500 Penalty: 2859.890137
	Iteration 3Q: 3 clusters Score -832708.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -832836.562500 Penalty: 2859.890137
	Iteration 4Q: 3 clusters Score -832836.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -832968.625000 Penalty: 2859.890137
	Iteration 5Q: 3 clusters Score -832968.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -833112.375000 Penalty: 2859.890137
	Iteration 6Q: 3 clusters Score -833112.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -833274.250000 Penalty: 2859.890137
	Iteration 7Q: 3 clusters Score -833274.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -833453.000000 Penalty: 2859.890137
	Iteration 8Q: 3 clusters Score -833453 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -833658.187500 Penalty: 2859.890137
	Iteration 9Q: 3 clusters Score -833658.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -833858.875000 Penalty: 2859.890137
	Iteration 10Q: 3 clusters Score -833858.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -834046.500000 Penalty: 2859.890137
	Iteration 11Q: 3 clusters Score -834046.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -834221.125000 Penalty: 2859.890137
	Iteration 12Q: 3 clusters Score -834221.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -834337.062500 Penalty: 2859.890137
	Iteration 13Q: 3 clusters Score -834337.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -834412.687500 Penalty: 2859.890137
	Iteration 14Q: 3 clusters Score -834412.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -834476.937500 Penalty: 2859.890137
	Iteration 15Q: 3 clusters Score -834476.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -834533.062500 Penalty: 2859.890137
	Iteration 16Q: 3 clusters Score -834533.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -834589.000000 Penalty: 2859.890137
	Iteration 17Q: 3 clusters Score -834589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -834627.812500 Penalty: 2859.890137
	Iteration 18Q: 3 clusters Score -834627.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -834648.875000 Penalty: 2859.890137
	Iteration 19Q: 3 clusters Score -834648.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -834665.375000 Penalty: 2859.890137
	Iteration 20F: 3 clusters Score -834665.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -834673.625000 Penalty: 2859.890137
	Iteration 21Q: 3 clusters Score -834673.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -834678.750000 Penalty: 2859.890137
	Iteration 22Q: 3 clusters Score -834678.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -834686.250000 Penalty: 2859.890137
	Iteration 23Q: 3 clusters Score -834686.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -834692.187500 Penalty: 2859.890137
	Iteration 24Q: 3 clusters Score -834692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -834697.125000 Penalty: 2859.890137
	Iteration 25Q: 3 clusters Score -834697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -834697.062500 Penalty: 2859.890137
	Iteration 26Q: 3 clusters Score -834697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -834697.500000 Penalty: 2859.890137
	Iteration 27Q: 3 clusters Score -834697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -834699.437500 Penalty: 2859.890137
	Iteration 28Q: 3 clusters Score -834699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -834700.187500 Penalty: 2859.890137
	Iteration 29Q: 3 clusters Score -834700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -834702.687500 Penalty: 2859.890137
	Iteration 30Q: 3 clusters Score -834702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -834703.687500 Penalty: 2859.890137
	Iteration 31Q: 3 clusters Score -834703.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -834705.875000 Penalty: 2859.890137
	Iteration 32Q: 3 clusters Score -834705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -834708.437500 Penalty: 2859.890137
	Iteration 33Q: 3 clusters Score -834708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -834709.812500 Penalty: 2859.890137
	Iteration 34Q: 3 clusters Score -834709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -834714.375000 Penalty: 2859.890137
	Iteration 35Q: 3 clusters Score -834714.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -834713.375000 Penalty: 2859.890137
	Iteration 36Q: 3 clusters Score -834713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -834713.375000 Penalty: 2859.890137
	Iteration 37F: 3 clusters Score -834713.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -193081.984375 Penalty: 1197.867065
	Iteration 0F: 2 clusters Score -193082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -191278.921875 Penalty: 2395.734131
	Iteration 0F: 3 clusters Score -191278.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -191631.296875 Penalty: 2395.734131
	Iteration 1F: 3 clusters Score -191631.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -191732.140625 Penalty: 2395.734131
	Iteration 2F: 3 clusters Score -191732.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -191785.593750 Penalty: 2395.734131
	Iteration 3Q: 3 clusters Score -191785.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -191820.390625 Penalty: 2395.734131
	Iteration 4Q: 3 clusters Score -191820.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -191849.437500 Penalty: 2395.734131
	Iteration 5Q: 3 clusters Score -191849.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -191865.156250 Penalty: 2395.734131
	Iteration 6Q: 3 clusters Score -191865.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191873.234375 Penalty: 2395.734131
	Iteration 7Q: 3 clusters Score -191873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191879.765625 Penalty: 2395.734131
	Iteration 8Q: 3 clusters Score -191879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191885.187500 Penalty: 2395.734131
	Iteration 9Q: 3 clusters Score -191885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191890.359375 Penalty: 2395.734131
	Iteration 10Q: 3 clusters Score -191890.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191895.500000 Penalty: 2395.734131
	Iteration 11Q: 3 clusters Score -191895.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -191901.640625 Penalty: 2395.734131
	Iteration 12Q: 3 clusters Score -191901.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191907.234375 Penalty: 2395.734131
	Iteration 13Q: 3 clusters Score -191907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191909.359375 Penalty: 2395.734131
	Iteration 14Q: 3 clusters Score -191909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191913.734375 Penalty: 2395.734131
	Iteration 15Q: 3 clusters Score -191913.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -191920.359375 Penalty: 2395.734131
	Iteration 16Q: 3 clusters Score -191920.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -191925.078125 Penalty: 2395.734131
	Iteration 17Q: 3 clusters Score -191925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -191925.953125 Penalty: 2395.734131
	Iteration 18Q: 3 clusters Score -191926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -191926.578125 Penalty: 2395.734131
	Iteration 19Q: 3 clusters Score -191926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -191927.281250 Penalty: 2395.734131
	Iteration 20F: 3 clusters Score -191927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -191927.437500 Penalty: 2395.734131
	Iteration 21Q: 3 clusters Score -191927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -191927.671875 Penalty: 2395.734131
	Iteration 22Q: 3 clusters Score -191927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -191928.937500 Penalty: 2395.734131
	Iteration 23Q: 3 clusters Score -191928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -191929.781250 Penalty: 2395.734131
	Iteration 24Q: 3 clusters Score -191929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -191929.781250 Penalty: 2395.734131
	Iteration 25F: 3 clusters Score -191929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Entering Unmasked Estep 
Score: -11063462.000000 Penalty: 1842.021973
	Iteration 0F: 2 clusters Score -1.106346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -11010881.000000 Penalty: 3684.043945
	Iteration 0F: 3 clusters Score -1.101088e+07 nChanged 39866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -11033636.000000 Penalty: 3684.043945
	Iteration 1F: 3 clusters Score -1.103364e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -11034519.000000 Penalty: 3684.043945
	Iteration 2Q: 3 clusters Score -1.103452e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -11035760.000000 Penalty: 3684.043945
	Iteration 3Q: 3 clusters Score -1.103576e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -11037895.000000 Penalty: 3684.043945
	Iteration 4Q: 3 clusters Score -1.10379e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -11041160.000000 Penalty: 3684.043945
	Iteration 5F: 3 clusters Score -1.104116e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -11045461.000000 Penalty: 3684.043945
	Iteration 6F: 3 clusters Score -1.104546e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -11050161.000000 Penalty: 3684.043945
	Iteration 7F: 3 clusters Score -1.105016e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -11054198.000000 Penalty: 3684.043945
	Iteration 8F: 3 clusters Score -1.10542e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -11056698.000000 Penalty: 3684.043945
	Iteration 9Q: 3 clusters Score -1.10567e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -11058031.000000 Penalty: 3684.043945
	Iteration 10Q: 3 clusters Score -1.105803e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -11058804.000000 Penalty: 3684.043945
	Iteration 11Q: 3 clusters Score -1.10588e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -11059208.000000 Penalty: 3684.043945
	Iteration 12Q: 3 clusters Score -1.105921e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -11059607.000000 Penalty: 3684.043945
	Iteration 13Q: 3 clusters Score -1.105961e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -11059961.000000 Penalty: 3684.043945
	Iteration 14Q: 3 clusters Score -1.105996e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -11060222.000000 Penalty: 3684.043945
	Iteration 15Q: 3 clusters Score -1.106022e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -11060342.000000 Penalty: 3684.043945
	Iteration 16Q: 3 clusters Score -1.106034e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -11060518.000000 Penalty: 3684.043945
	Iteration 17Q: 3 clusters Score -1.106052e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -11060646.000000 Penalty: 3684.043945
	Iteration 18Q: 3 clusters Score -1.106065e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -11060755.000000 Penalty: 3684.043945
	Iteration 19Q: 3 clusters Score -1.106076e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -11060867.000000 Penalty: 3684.043945
	Iteration 20F: 3 clusters Score -1.106087e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -11060850.000000 Penalty: 3684.043945
	Iteration 21Q: 3 clusters Score -1.106085e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -11060921.000000 Penalty: 3684.043945
	Iteration 22Q: 3 clusters Score -1.106092e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -11061046.000000 Penalty: 3684.043945
	Iteration 23Q: 3 clusters Score -1.106105e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -11061094.000000 Penalty: 3684.043945
	Iteration 24Q: 3 clusters Score -1.106109e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -11061156.000000 Penalty: 3684.043945
	Iteration 25Q: 3 clusters Score -1.106116e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -11061216.000000 Penalty: 3684.043945
	Iteration 26Q: 3 clusters Score -1.106122e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -11061234.000000 Penalty: 3684.043945
	Iteration 27Q: 3 clusters Score -1.106123e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -11061346.000000 Penalty: 3684.043945
	Iteration 28Q: 3 clusters Score -1.106135e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -11061402.000000 Penalty: 3684.043945
	Iteration 29Q: 3 clusters Score -1.10614e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -11061445.000000 Penalty: 3684.043945
	Iteration 30Q: 3 clusters Score -1.106144e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -11061478.000000 Penalty: 3684.043945
	Iteration 31Q: 3 clusters Score -1.106148e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -11061461.000000 Penalty: 3684.043945
	Iteration 32Q: 3 clusters Score -1.106146e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -11061514.000000 Penalty: 3684.043945
	Iteration 33Q: 3 clusters Score -1.106151e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -11061575.000000 Penalty: 3684.043945
	Iteration 34Q: 3 clusters Score -1.106158e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -11061608.000000 Penalty: 3684.043945
	Iteration 35Q: 3 clusters Score -1.106161e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -11061577.000000 Penalty: 3684.043945
	Iteration 36Q: 3 clusters Score -1.106158e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -11061612.000000 Penalty: 3684.043945
	Iteration 37Q: 3 clusters Score -1.106161e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -11061603.000000 Penalty: 3684.043945
	Iteration 38Q: 3 clusters Score -1.10616e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -11061656.000000 Penalty: 3684.043945
	Iteration 39Q: 3 clusters Score -1.106166e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -11061722.000000 Penalty: 3684.043945
	Iteration 40F: 3 clusters Score -1.106172e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -11061741.000000 Penalty: 3684.043945
	Iteration 41Q: 3 clusters Score -1.106174e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -11061791.000000 Penalty: 3684.043945
	Iteration 42Q: 3 clusters Score -1.106179e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -11061839.000000 Penalty: 3684.043945
	Iteration 43Q: 3 clusters Score -1.106184e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -11061884.000000 Penalty: 3684.043945
	Iteration 44Q: 3 clusters Score -1.106188e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -11061927.000000 Penalty: 3684.043945
	Iteration 45Q: 3 clusters Score -1.106193e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -11061946.000000 Penalty: 3684.043945
	Iteration 46Q: 3 clusters Score -1.106195e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -11061995.000000 Penalty: 3684.043945
	Iteration 47Q: 3 clusters Score -1.1062e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -11062017.000000 Penalty: 3684.043945
	Iteration 48Q: 3 clusters Score -1.106202e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -11062044.000000 Penalty: 3684.043945
	Iteration 49Q: 3 clusters Score -1.106204e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -11062097.000000 Penalty: 3684.043945
	Iteration 50Q: 3 clusters Score -1.10621e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -11062113.000000 Penalty: 3684.043945
	Iteration 51Q: 3 clusters Score -1.106211e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -11062102.000000 Penalty: 3684.043945
	Iteration 52Q: 3 clusters Score -1.10621e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -11062126.000000 Penalty: 3684.043945
	Iteration 53Q: 3 clusters Score -1.106213e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -11062158.000000 Penalty: 3684.043945
	Iteration 54Q: 3 clusters Score -1.106216e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -11062175.000000 Penalty: 3684.043945
	Iteration 55Q: 3 clusters Score -1.106218e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -11062201.000000 Penalty: 3684.043945
	Iteration 56Q: 3 clusters Score -1.10622e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -11062216.000000 Penalty: 3684.043945
	Iteration 57Q: 3 clusters Score -1.106222e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -11062217.000000 Penalty: 3684.043945
	Iteration 58Q: 3 clusters Score -1.106222e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -11062219.000000 Penalty: 3684.043945
	Iteration 59Q: 3 clusters Score -1.106222e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -11062224.000000 Penalty: 3684.043945
	Iteration 60F: 3 clusters Score -1.106222e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -11062240.000000 Penalty: 3684.043945
	Iteration 61Q: 3 clusters Score -1.106224e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -11062280.000000 Penalty: 3684.043945
	Iteration 62Q: 3 clusters Score -1.106228e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -11062295.000000 Penalty: 3684.043945
	Iteration 63Q: 3 clusters Score -1.10623e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -11062255.000000 Penalty: 3684.043945
	Iteration 64Q: 3 clusters Score -1.106226e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -11062294.000000 Penalty: 3684.043945
	Iteration 65Q: 3 clusters Score -1.106229e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -11062283.000000 Penalty: 3684.043945
	Iteration 66Q: 3 clusters Score -1.106228e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -11062288.000000 Penalty: 3684.043945
	Iteration 67Q: 3 clusters Score -1.106229e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -11062284.000000 Penalty: 3684.043945
	Iteration 68Q: 3 clusters Score -1.106228e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -11062261.000000 Penalty: 3684.043945
	Iteration 69Q: 3 clusters Score -1.106226e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -11062235.000000 Penalty: 3684.043945
	Iteration 70Q: 3 clusters Score -1.106224e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -11062232.000000 Penalty: 3684.043945
	Iteration 71Q: 3 clusters Score -1.106223e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -11062200.000000 Penalty: 3684.043945
	Iteration 72Q: 3 clusters Score -1.10622e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -11062238.000000 Penalty: 3684.043945
	Iteration 73Q: 3 clusters Score -1.106224e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -11062245.000000 Penalty: 3684.043945
	Iteration 74Q: 3 clusters Score -1.106224e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -11062238.000000 Penalty: 3684.043945
	Iteration 75Q: 3 clusters Score -1.106224e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -11062243.000000 Penalty: 3684.043945
	Iteration 76Q: 3 clusters Score -1.106224e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -11062257.000000 Penalty: 3684.043945
	Iteration 77Q: 3 clusters Score -1.106226e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -11062252.000000 Penalty: 3684.043945
	Iteration 78Q: 3 clusters Score -1.106225e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -11062246.000000 Penalty: 3684.043945
	Iteration 79Q: 3 clusters Score -1.106225e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -11062242.000000 Penalty: 3684.043945
	Iteration 80F: 3 clusters Score -1.106224e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 73687 members 
Entering Unmasked Estep 
Score: -11062202.000000 Penalty: 3684.043945
	Iteration 81Q: 3 clusters Score -1.10622e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -11062198.000000 Penalty: 3684.043945
	Iteration 82Q: 3 clusters Score -1.10622e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -11062195.000000 Penalty: 3684.043945
	Iteration 83Q: 3 clusters Score -1.10622e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -11062176.000000 Penalty: 3684.043945
	Iteration 84Q: 3 clusters Score -1.106218e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -11062178.000000 Penalty: 3684.043945
	Iteration 85Q: 3 clusters Score -1.106218e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
Score: -11062151.000000 Penalty: 3684.043945
	Iteration 86Q: 3 clusters Score -1.106215e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -11062132.000000 Penalty: 3684.043945
	Iteration 87Q: 3 clusters Score -1.106213e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -11062116.000000 Penalty: 3684.043945
	Iteration 88Q: 3 clusters Score -1.106212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -11062109.000000 Penalty: 3684.043945
	Iteration 89Q: 3 clusters Score -1.106211e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -11062112.000000 Penalty: 3684.043945
	Iteration 90Q: 3 clusters Score -1.106211e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -11062095.000000 Penalty: 3684.043945
	Iteration 91Q: 3 clusters Score -1.10621e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -11062094.000000 Penalty: 3684.043945
	Iteration 92Q: 3 clusters Score -1.106209e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -11062109.000000 Penalty: 3684.043945
	Iteration 93Q: 3 clusters Score -1.106211e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -11062104.000000 Penalty: 3684.043945
	Iteration 94Q: 3 clusters Score -1.10621e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -11062112.000000 Penalty: 3684.043945
	Iteration 95Q: 3 clusters Score -1.106211e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -11062083.000000 Penalty: 3684.043945
	Iteration 96Q: 3 clusters Score -1.106208e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -11062073.000000 Penalty: 3684.043945
	Iteration 97Q: 3 clusters Score -1.106207e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -11062063.000000 Penalty: 3684.043945
	Iteration 98Q: 3 clusters Score -1.106206e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -11062026.000000 Penalty: 3684.043945
	Iteration 99Q: 3 clusters Score -1.106203e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
Score: -11062035.000000 Penalty: 3684.043945
	Iteration 100F: 3 clusters Score -1.106204e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -11062046.000000 Penalty: 3684.043945
	Iteration 101Q: 3 clusters Score -1.106205e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -11062049.000000 Penalty: 3684.043945
	Iteration 102Q: 3 clusters Score -1.106205e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -11062051.000000 Penalty: 3684.043945
	Iteration 103Q: 3 clusters Score -1.106205e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -11062043.000000 Penalty: 3684.043945
	Iteration 104Q: 3 clusters Score -1.106204e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 76168 members 
Entering Unmasked Estep 
Score: -11062037.000000 Penalty: 3684.043945
	Iteration 105Q: 3 clusters Score -1.106204e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -11062021.000000 Penalty: 3684.043945
	Iteration 106Q: 3 clusters Score -1.106202e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -11062038.000000 Penalty: 3684.043945
	Iteration 107Q: 3 clusters Score -1.106204e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -11062017.000000 Penalty: 3684.043945
	Iteration 108Q: 3 clusters Score -1.106202e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -11062015.000000 Penalty: 3684.043945
	Iteration 109Q: 3 clusters Score -1.106202e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -11062025.000000 Penalty: 3684.043945
	Iteration 110Q: 3 clusters Score -1.106202e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -11062024.000000 Penalty: 3684.043945
	Iteration 111Q: 3 clusters Score -1.106202e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -11062032.000000 Penalty: 3684.043945
	Iteration 112Q: 3 clusters Score -1.106203e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -11061996.000000 Penalty: 3684.043945
	Iteration 113Q: 3 clusters Score -1.1062e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 77041 members 
Entering Unmasked Estep 
Score: -11062002.000000 Penalty: 3684.043945
	Iteration 114Q: 3 clusters Score -1.1062e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -11061989.000000 Penalty: 3684.043945
	Iteration 115Q: 3 clusters Score -1.106199e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -11061983.000000 Penalty: 3684.043945
	Iteration 116Q: 3 clusters Score -1.106198e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -11061966.000000 Penalty: 3684.043945
	Iteration 117Q: 3 clusters Score -1.106197e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -11061956.000000 Penalty: 3684.043945
	Iteration 118Q: 3 clusters Score -1.106196e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -11061947.000000 Penalty: 3684.043945
	Iteration 119Q: 3 clusters Score -1.106195e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -11061953.000000 Penalty: 3684.043945
	Iteration 120F: 3 clusters Score -1.106195e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -11061958.000000 Penalty: 3684.043945
	Iteration 121Q: 3 clusters Score -1.106196e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -11061946.000000 Penalty: 3684.043945
	Iteration 122Q: 3 clusters Score -1.106195e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -11061923.000000 Penalty: 3684.043945
	Iteration 123Q: 3 clusters Score -1.106192e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -11061907.000000 Penalty: 3684.043945
	Iteration 124Q: 3 clusters Score -1.106191e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -11061896.000000 Penalty: 3684.043945
	Iteration 125Q: 3 clusters Score -1.10619e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 77851 members 
Entering Unmasked Estep 
Score: -11061890.000000 Penalty: 3684.043945
	Iteration 126Q: 3 clusters Score -1.106189e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -11061904.000000 Penalty: 3684.043945
	Iteration 127Q: 3 clusters Score -1.10619e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -11061884.000000 Penalty: 3684.043945
	Iteration 128Q: 3 clusters Score -1.106188e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -11061872.000000 Penalty: 3684.043945
	Iteration 129Q: 3 clusters Score -1.106187e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -11061882.000000 Penalty: 3684.043945
	Iteration 130Q: 3 clusters Score -1.106188e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -11061872.000000 Penalty: 3684.043945
	Iteration 131Q: 3 clusters Score -1.106187e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -11061868.000000 Penalty: 3684.043945
	Iteration 132Q: 3 clusters Score -1.106187e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -11061861.000000 Penalty: 3684.043945
	Iteration 133Q: 3 clusters Score -1.106186e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
Score: -11061865.000000 Penalty: 3684.043945
	Iteration 134Q: 3 clusters Score -1.106186e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -11061861.000000 Penalty: 3684.043945
	Iteration 135Q: 3 clusters Score -1.106186e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -11061871.000000 Penalty: 3684.043945
	Iteration 136Q: 3 clusters Score -1.106187e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -11061871.000000 Penalty: 3684.043945
	Iteration 137Q: 3 clusters Score -1.106187e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -11061865.000000 Penalty: 3684.043945
	Iteration 138Q: 3 clusters Score -1.106186e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -11061881.000000 Penalty: 3684.043945
	Iteration 139Q: 3 clusters Score -1.106188e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -11061905.000000 Penalty: 3684.043945
	Iteration 140F: 3 clusters Score -1.10619e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -11061917.000000 Penalty: 3684.043945
	Iteration 141Q: 3 clusters Score -1.106192e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -11061957.000000 Penalty: 3684.043945
	Iteration 142Q: 3 clusters Score -1.106196e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -11061937.000000 Penalty: 3684.043945
	Iteration 143Q: 3 clusters Score -1.106194e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -11061918.000000 Penalty: 3684.043945
	Iteration 144Q: 3 clusters Score -1.106192e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -11061924.000000 Penalty: 3684.043945
	Iteration 145Q: 3 clusters Score -1.106192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -11061925.000000 Penalty: 3684.043945
	Iteration 146Q: 3 clusters Score -1.106192e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -11061928.000000 Penalty: 3684.043945
	Iteration 147Q: 3 clusters Score -1.106193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -11061911.000000 Penalty: 3684.043945
	Iteration 148Q: 3 clusters Score -1.106191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -11061901.000000 Penalty: 3684.043945
	Iteration 149Q: 3 clusters Score -1.10619e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -11061885.000000 Penalty: 3684.043945
	Iteration 150Q: 3 clusters Score -1.106188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -11061882.000000 Penalty: 3684.043945
	Iteration 151Q: 3 clusters Score -1.106188e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -11061865.000000 Penalty: 3684.043945
	Iteration 152Q: 3 clusters Score -1.106186e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -11061845.000000 Penalty: 3684.043945
	Iteration 153Q: 3 clusters Score -1.106184e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -11061860.000000 Penalty: 3684.043945
	Iteration 154Q: 3 clusters Score -1.106186e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -11061859.000000 Penalty: 3684.043945
	Iteration 155Q: 3 clusters Score -1.106186e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -11061868.000000 Penalty: 3684.043945
	Iteration 156Q: 3 clusters Score -1.106187e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -11061880.000000 Penalty: 3684.043945
	Iteration 157Q: 3 clusters Score -1.106188e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -11061863.000000 Penalty: 3684.043945
	Iteration 158Q: 3 clusters Score -1.106186e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -11061879.000000 Penalty: 3684.043945
	Iteration 159Q: 3 clusters Score -1.106188e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -11061883.000000 Penalty: 3684.043945
	Iteration 160F: 3 clusters Score -1.106188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -11061879.000000 Penalty: 3684.043945
	Iteration 161Q: 3 clusters Score -1.106188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -11061857.000000 Penalty: 3684.043945
	Iteration 162Q: 3 clusters Score -1.106186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -11061873.000000 Penalty: 3684.043945
	Iteration 163Q: 3 clusters Score -1.106187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -11061865.000000 Penalty: 3684.043945
	Iteration 164Q: 3 clusters Score -1.106186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 80029 members 
Entering Unmasked Estep 
Score: -11061878.000000 Penalty: 3684.043945
	Iteration 165Q: 3 clusters Score -1.106188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -11061893.000000 Penalty: 3684.043945
	Iteration 166Q: 3 clusters Score -1.106189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -11061888.000000 Penalty: 3684.043945
	Iteration 167Q: 3 clusters Score -1.106189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -11061892.000000 Penalty: 3684.043945
	Iteration 168Q: 3 clusters Score -1.106189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -11061885.000000 Penalty: 3684.043945
	Iteration 169Q: 3 clusters Score -1.106188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -11061889.000000 Penalty: 3684.043945
	Iteration 170Q: 3 clusters Score -1.106189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -11061884.000000 Penalty: 3684.043945
	Iteration 171Q: 3 clusters Score -1.106188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -11061876.000000 Penalty: 3684.043945
	Iteration 172Q: 3 clusters Score -1.106188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -11061872.000000 Penalty: 3684.043945
	Iteration 173Q: 3 clusters Score -1.106187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -11061878.000000 Penalty: 3684.043945
	Iteration 174Q: 3 clusters Score -1.106188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -11061880.000000 Penalty: 3684.043945
	Iteration 175Q: 3 clusters Score -1.106188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -11061874.000000 Penalty: 3684.043945
	Iteration 176Q: 3 clusters Score -1.106187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -11061882.000000 Penalty: 3684.043945
	Iteration 177Q: 3 clusters Score -1.106188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -11061880.000000 Penalty: 3684.043945
	Iteration 178Q: 3 clusters Score -1.106188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -11061878.000000 Penalty: 3684.043945
	Iteration 179Q: 3 clusters Score -1.106188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -11061873.000000 Penalty: 3684.043945
	Iteration 180F: 3 clusters Score -1.106187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -11061876.000000 Penalty: 3684.043945
	Iteration 181Q: 3 clusters Score -1.106188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -11061876.000000 Penalty: 3684.043945
	Iteration 182F: 3 clusters Score -1.106188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Entering Unmasked Estep 
Score: -1417825.125000 Penalty: 1515.906616
	Iteration 0F: 2 clusters Score -1417825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1409765.500000 Penalty: 3031.813232
	Iteration 0F: 3 clusters Score -1409766 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1412317.125000 Penalty: 3031.813232
	Iteration 1F: 3 clusters Score -1412317 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1412552.000000 Penalty: 3031.813232
	Iteration 2F: 3 clusters Score -1412552 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1412754.750000 Penalty: 3031.813232
	Iteration 3Q: 3 clusters Score -1412755 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1412943.125000 Penalty: 3031.813232
	Iteration 4Q: 3 clusters Score -1412943 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1413113.625000 Penalty: 3031.813232
	Iteration 5Q: 3 clusters Score -1413114 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1413302.000000 Penalty: 3031.813232
	Iteration 6Q: 3 clusters Score -1413302 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1413528.000000 Penalty: 3031.813232
	Iteration 7Q: 3 clusters Score -1413528 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1413776.875000 Penalty: 3031.813232
	Iteration 8Q: 3 clusters Score -1413777 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1414047.750000 Penalty: 3031.813232
	Iteration 9Q: 3 clusters Score -1414048 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1414346.500000 Penalty: 3031.813232
	Iteration 10Q: 3 clusters Score -1414346 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1414628.625000 Penalty: 3031.813232
	Iteration 11Q: 3 clusters Score -1414629 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1414845.500000 Penalty: 3031.813232
	Iteration 12Q: 3 clusters Score -1414846 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1415015.125000 Penalty: 3031.813232
	Iteration 13Q: 3 clusters Score -1415015 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1415148.500000 Penalty: 3031.813232
	Iteration 14Q: 3 clusters Score -1415148 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1415261.375000 Penalty: 3031.813232
	Iteration 15Q: 3 clusters Score -1415261 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1415350.000000 Penalty: 3031.813232
	Iteration 16Q: 3 clusters Score -1415350 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1415424.125000 Penalty: 3031.813232
	Iteration 17Q: 3 clusters Score -1415424 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1415470.875000 Penalty: 3031.813232
	Iteration 18Q: 3 clusters Score -1415471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1415516.000000 Penalty: 3031.813232
	Iteration 19Q: 3 clusters Score -1415516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1415552.375000 Penalty: 3031.813232
	Iteration 20F: 3 clusters Score -1415552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1415589.000000 Penalty: 3031.813232
	Iteration 21Q: 3 clusters Score -1415589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1415633.750000 Penalty: 3031.813232
	Iteration 22Q: 3 clusters Score -1415634 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1415683.250000 Penalty: 3031.813232
	Iteration 23Q: 3 clusters Score -1415683 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1415726.625000 Penalty: 3031.813232
	Iteration 24Q: 3 clusters Score -1415727 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1415771.625000 Penalty: 3031.813232
	Iteration 25Q: 3 clusters Score -1415772 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1415812.875000 Penalty: 3031.813232
	Iteration 26Q: 3 clusters Score -1415813 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1415838.125000 Penalty: 3031.813232
	Iteration 27Q: 3 clusters Score -1415838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1415868.500000 Penalty: 3031.813232
	Iteration 28Q: 3 clusters Score -1415868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1415896.625000 Penalty: 3031.813232
	Iteration 29Q: 3 clusters Score -1415897 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1415930.125000 Penalty: 3031.813232
	Iteration 30Q: 3 clusters Score -1415930 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1415960.625000 Penalty: 3031.813232
	Iteration 31Q: 3 clusters Score -1415961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1416004.000000 Penalty: 3031.813232
	Iteration 32Q: 3 clusters Score -1416004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1416046.125000 Penalty: 3031.813232
	Iteration 33Q: 3 clusters Score -1416046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1416107.250000 Penalty: 3031.813232
	Iteration 34Q: 3 clusters Score -1416107 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1416166.625000 Penalty: 3031.813232
	Iteration 35Q: 3 clusters Score -1416167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1416238.500000 Penalty: 3031.813232
	Iteration 36Q: 3 clusters Score -1416238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1416313.500000 Penalty: 3031.813232
	Iteration 37Q: 3 clusters Score -1416314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1416384.625000 Penalty: 3031.813232
	Iteration 38Q: 3 clusters Score -1416385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1416488.125000 Penalty: 3031.813232
	Iteration 39Q: 3 clusters Score -1416488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1416608.875000 Penalty: 3031.813232
	Iteration 40F: 3 clusters Score -1416609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1416688.125000 Penalty: 3031.813232
	Iteration 41Q: 3 clusters Score -1416688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1416735.250000 Penalty: 3031.813232
	Iteration 42Q: 3 clusters Score -1416735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1416752.000000 Penalty: 3031.813232
	Iteration 43Q: 3 clusters Score -1416752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1416757.000000 Penalty: 3031.813232
	Iteration 44Q: 3 clusters Score -1416757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1416758.875000 Penalty: 3031.813232
	Iteration 45Q: 3 clusters Score -1416759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1416758.625000 Penalty: 3031.813232
	Iteration 46Q: 3 clusters Score -1416759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1416763.500000 Penalty: 3031.813232
	Iteration 47Q: 3 clusters Score -1416764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1416766.125000 Penalty: 3031.813232
	Iteration 48Q: 3 clusters Score -1416766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1416765.250000 Penalty: 3031.813232
	Iteration 49Q: 3 clusters Score -1416765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1416765.250000 Penalty: 3031.813232
	Iteration 50F: 3 clusters Score -1416765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -37073.320312 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -37073.32 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 184 members 
Entering Unmasked Estep 
Score: -36340.394531 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -36340.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36644.386719 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -36644.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36895.046875 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -36895.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -37044.691406 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -37044.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -37200.902344 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -37200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -37280.980469 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -37280.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -37293.632812 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -37293.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -37298.011719 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -37298.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -37300.300781 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -37300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -37308.300781 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -37308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -37312.250000 Penalty: 1914.784302
	Iteration 10Q: 3 clusters Score -37312.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -37316.382812 Penalty: 1914.784302
	Iteration 11Q: 3 clusters Score -37316.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -37316.382812 Penalty: 1914.784302
	Iteration 12F: 3 clusters Score -37316.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 67272 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Mstep: Class 25 contains 58 members 
Entering Unmasked Estep 
Score: -53939720.000000 Penalty: 52591.535156
Splitting cluster 20 changes total score from -53940640.000000 to -53939720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -279744.843750 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -279744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -277460.531250 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -277460.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -278059.625000 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -278059.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -278238.437500 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -278238.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -278344.937500 Penalty: 2519.648438
	Iteration 3F: 3 clusters Score -278344.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -278426.750000 Penalty: 2519.648438
	Iteration 4Q: 3 clusters Score -278426.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -278504.062500 Penalty: 2519.648438
	Iteration 5Q: 3 clusters Score -278504.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -278583.250000 Penalty: 2519.648438
	Iteration 6Q: 3 clusters Score -278583.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -278665.562500 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -278665.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -278722.593750 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -278722.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -278775.875000 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -278775.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -278828.218750 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -278828.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -278875.750000 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -278875.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -278905.968750 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -278906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -278935.718750 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -278935.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -278961.218750 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -278961.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -278975.375000 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -278975.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -278987.968750 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -278988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -278997.281250 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -278997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -279002.687500 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -279002.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -279002.968750 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -279003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -279002.968750 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -279003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -58507.078125 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -58507.08 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 269 members 
Entering Unmasked Estep 
Score: -57444.148438 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -57444.15 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57670.886719 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -57670.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57767.628906 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -57767.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57815.734375 Penalty: 2043.553955
	Iteration 3Q: 3 clusters Score -57815.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57839.265625 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -57839.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57849.195312 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -57849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57851.160156 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -57851.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57856.695312 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -57856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57858.742188 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -57858.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57859.527344 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -57859.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57861.351562 Penalty: 2043.553955
	Iteration 10Q: 3 clusters Score -57861.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57866.984375 Penalty: 2043.553955
	Iteration 11Q: 3 clusters Score -57866.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57873.890625 Penalty: 2043.553955
	Iteration 12Q: 3 clusters Score -57873.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57874.980469 Penalty: 2043.553955
	Iteration 13Q: 3 clusters Score -57874.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57880.687500 Penalty: 2043.553955
	Iteration 14Q: 3 clusters Score -57880.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57885.304688 Penalty: 2043.553955
	Iteration 15Q: 3 clusters Score -57885.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57888.757812 Penalty: 2043.553955
	Iteration 16Q: 3 clusters Score -57888.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57893.082031 Penalty: 2043.553955
	Iteration 17Q: 3 clusters Score -57893.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57900.347656 Penalty: 2043.553955
	Iteration 18Q: 3 clusters Score -57900.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57902.941406 Penalty: 2043.553955
	Iteration 19Q: 3 clusters Score -57902.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57907.171875 Penalty: 2043.553955
	Iteration 20F: 3 clusters Score -57907.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Entering Unmasked Estep 
Score: -8385564.500000 Penalty: 1797.136108
	Iteration 0F: 2 clusters Score -8385564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -8343837.500000 Penalty: 3594.272217
	Iteration 0F: 3 clusters Score -8343838 nChanged 30115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -8361214.000000 Penalty: 3594.272217
	Iteration 1F: 3 clusters Score -8361214 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -8361891.000000 Penalty: 3594.272217
	Iteration 2Q: 3 clusters Score -8361891 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -8362764.500000 Penalty: 3594.272217
	Iteration 3Q: 3 clusters Score -8362764 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -8364062.000000 Penalty: 3594.272217
	Iteration 4Q: 3 clusters Score -8364062 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8366040.500000 Penalty: 3594.272217
	Iteration 5F: 3 clusters Score -8366040 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -8368959.500000 Penalty: 3594.272217
	Iteration 6F: 3 clusters Score -8368960 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -8372913.000000 Penalty: 3594.272217
	Iteration 7F: 3 clusters Score -8372913 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -8377092.500000 Penalty: 3594.272217
	Iteration 8F: 3 clusters Score -8377092 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -8380428.000000 Penalty: 3594.272217
	Iteration 9F: 3 clusters Score -8380428 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -8382383.000000 Penalty: 3594.272217
	Iteration 10Q: 3 clusters Score -8382383 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -8383366.000000 Penalty: 3594.272217
	Iteration 11Q: 3 clusters Score -8383366 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -8383736.500000 Penalty: 3594.272217
	Iteration 12Q: 3 clusters Score -8383736 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -8383889.000000 Penalty: 3594.272217
	Iteration 13Q: 3 clusters Score -8383889 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -8383973.000000 Penalty: 3594.272217
	Iteration 14Q: 3 clusters Score -8383973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -8384017.000000 Penalty: 3594.272217
	Iteration 15Q: 3 clusters Score -8384017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -8384050.000000 Penalty: 3594.272217
	Iteration 16Q: 3 clusters Score -8384050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -8384065.500000 Penalty: 3594.272217
	Iteration 17Q: 3 clusters Score -8384066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -8384078.000000 Penalty: 3594.272217
	Iteration 18Q: 3 clusters Score -8384078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -8384095.000000 Penalty: 3594.272217
	Iteration 19Q: 3 clusters Score -8384095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -8384119.500000 Penalty: 3594.272217
	Iteration 20F: 3 clusters Score -8384120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -8384129.500000 Penalty: 3594.272217
	Iteration 21Q: 3 clusters Score -8384130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -8384136.000000 Penalty: 3594.272217
	Iteration 22Q: 3 clusters Score -8384136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -8384135.500000 Penalty: 3594.272217
	Iteration 23Q: 3 clusters Score -8384136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -8384142.000000 Penalty: 3594.272217
	Iteration 24Q: 3 clusters Score -8384142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -8384148.000000 Penalty: 3594.272217
	Iteration 25Q: 3 clusters Score -8384148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -8384147.000000 Penalty: 3594.272217
	Iteration 26Q: 3 clusters Score -8384147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -8384144.000000 Penalty: 3594.272217
	Iteration 27Q: 3 clusters Score -8384144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -8384144.000000 Penalty: 3594.272217
	Iteration 28F: 3 clusters Score -8384144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Entering Unmasked Estep 
Score: -3755815.750000 Penalty: 1666.960815
	Iteration 0F: 2 clusters Score -3755816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3736676.750000 Penalty: 3333.921631
	Iteration 0F: 3 clusters Score -3736677 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3744344.000000 Penalty: 3333.921631
	Iteration 1F: 3 clusters Score -3744344 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3745012.500000 Penalty: 3333.921631
	Iteration 2F: 3 clusters Score -3745012 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3745747.250000 Penalty: 3333.921631
	Iteration 3F: 3 clusters Score -3745747 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3746705.750000 Penalty: 3333.921631
	Iteration 4F: 3 clusters Score -3746706 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3747939.250000 Penalty: 3333.921631
	Iteration 5F: 3 clusters Score -3747939 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3749394.500000 Penalty: 3333.921631
	Iteration 6F: 3 clusters Score -3749394 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3750933.750000 Penalty: 3333.921631
	Iteration 7F: 3 clusters Score -3750934 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3752246.750000 Penalty: 3333.921631
	Iteration 8F: 3 clusters Score -3752247 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3753215.750000 Penalty: 3333.921631
	Iteration 9Q: 3 clusters Score -3753216 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3753787.000000 Penalty: 3333.921631
	Iteration 10Q: 3 clusters Score -3753787 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3754051.750000 Penalty: 3333.921631
	Iteration 11Q: 3 clusters Score -3754052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3754176.750000 Penalty: 3333.921631
	Iteration 12Q: 3 clusters Score -3754177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3754235.500000 Penalty: 3333.921631
	Iteration 13Q: 3 clusters Score -3754236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3754257.750000 Penalty: 3333.921631
	Iteration 14Q: 3 clusters Score -3754258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3754263.000000 Penalty: 3333.921631
	Iteration 15Q: 3 clusters Score -3754263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3754273.000000 Penalty: 3333.921631
	Iteration 16Q: 3 clusters Score -3754273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3754280.250000 Penalty: 3333.921631
	Iteration 17Q: 3 clusters Score -3754280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3754286.000000 Penalty: 3333.921631
	Iteration 18Q: 3 clusters Score -3754286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3754289.250000 Penalty: 3333.921631
	Iteration 19Q: 3 clusters Score -3754289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3754306.250000 Penalty: 3333.921631
	Iteration 20F: 3 clusters Score -3754306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3754305.500000 Penalty: 3333.921631
	Iteration 21Q: 3 clusters Score -3754306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3754314.250000 Penalty: 3333.921631
	Iteration 22Q: 3 clusters Score -3754314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3754317.750000 Penalty: 3333.921631
	Iteration 23Q: 3 clusters Score -3754318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3754323.500000 Penalty: 3333.921631
	Iteration 24Q: 3 clusters Score -3754324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3754324.750000 Penalty: 3333.921631
	Iteration 25Q: 3 clusters Score -3754325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3754324.500000 Penalty: 3333.921631
	Iteration 26Q: 3 clusters Score -3754324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3754324.500000 Penalty: 3333.921631
	Iteration 27F: 3 clusters Score -3754324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 67272 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940624.000000 Penalty: 50487.875000
Iteration 159Q: 25 clusters Score -5.394062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 67272 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83744 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940632.000000 Penalty: 50487.875000
Iteration 160F: 25 clusters Score -5.394063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 67272 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83743 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940620.000000 Penalty: 50487.875000
Iteration 161Q: 25 clusters Score -5.394062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 67269 members 
Mstep: Class 5 contains 54346 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83742 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940664.000000 Penalty: 50487.875000
Iteration 162Q: 25 clusters Score -5.394066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 67267 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83741 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940652.000000 Penalty: 50487.875000
Iteration 163Q: 25 clusters Score -5.394065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 67263 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4051 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83745 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940660.000000 Penalty: 50487.875000
Iteration 164Q: 25 clusters Score -5.394066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 67261 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4052 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83746 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940640.000000 Penalty: 50487.875000
Iteration 165Q: 25 clusters Score -5.394064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 67259 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83747 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940636.000000 Penalty: 50487.875000
Iteration 166Q: 25 clusters Score -5.394064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 67256 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83750 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940620.000000 Penalty: 50487.875000
Iteration 167Q: 25 clusters Score -5.394062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 67255 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83750 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940612.000000 Penalty: 50487.875000
Iteration 168Q: 25 clusters Score -5.394061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 67256 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83748 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940612.000000 Penalty: 50487.875000
Iteration 169Q: 25 clusters Score -5.394061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 67255 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83749 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940588.000000 Penalty: 50487.875000
Iteration 170Q: 25 clusters Score -5.394059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67254 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83750 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940592.000000 Penalty: 50487.875000
Iteration 171Q: 25 clusters Score -5.394059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 67246 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83752 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63532 members 
Mstep: Class 24 contains 28523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940596.000000 Penalty: 50487.875000
Iteration 172Q: 25 clusters Score -5.39406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67244 members 
Mstep: Class 5 contains 54347 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83752 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940584.000000 Penalty: 50487.875000
Iteration 173Q: 25 clusters Score -5.394058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67244 members 
Mstep: Class 5 contains 54348 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83748 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940604.000000 Penalty: 50487.875000
Iteration 174Q: 25 clusters Score -5.39406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67245 members 
Mstep: Class 5 contains 54348 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3826 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83745 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940604.000000 Penalty: 50487.875000
Iteration 175Q: 25 clusters Score -5.39406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67248 members 
Mstep: Class 5 contains 54349 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83743 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940588.000000 Penalty: 50487.875000
Iteration 176Q: 25 clusters Score -5.394059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67244 members 
Mstep: Class 5 contains 54350 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83750 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940596.000000 Penalty: 50487.875000
Iteration 177Q: 25 clusters Score -5.39406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67246 members 
Mstep: Class 5 contains 54349 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83753 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940616.000000 Penalty: 50487.875000
Iteration 178Q: 25 clusters Score -5.394062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67248 members 
Mstep: Class 5 contains 54349 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83756 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940612.000000 Penalty: 50487.875000
Iteration 179Q: 25 clusters Score -5.394061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67248 members 
Mstep: Class 5 contains 54349 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83757 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63533 members 
Mstep: Class 24 contains 28533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940624.000000 Penalty: 50487.875000
Iteration 180F: 25 clusters Score -5.394062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67247 members 
Mstep: Class 5 contains 54349 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3799 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83760 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63534 members 
Mstep: Class 24 contains 28532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940624.000000 Penalty: 50487.875000
Iteration 181Q: 25 clusters Score -5.394062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67244 members 
Mstep: Class 5 contains 54349 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3800 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83762 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940588.000000 Penalty: 50487.875000
Iteration 182Q: 25 clusters Score -5.394059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67250 members 
Mstep: Class 5 contains 54348 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83765 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940608.000000 Penalty: 50487.875000
Iteration 183Q: 25 clusters Score -5.394061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67255 members 
Mstep: Class 5 contains 54348 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3789 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83765 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940612.000000 Penalty: 50487.875000
Iteration 184Q: 25 clusters Score -5.394061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67260 members 
Mstep: Class 5 contains 54348 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83766 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940612.000000 Penalty: 50487.875000
Iteration 185Q: 25 clusters Score -5.394061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67258 members 
Mstep: Class 5 contains 54349 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83767 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940620.000000 Penalty: 50487.875000
Iteration 186Q: 25 clusters Score -5.394062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67252 members 
Mstep: Class 5 contains 54351 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20480 members 
Mstep: Class 13 contains 3787 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4056 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83768 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940592.000000 Penalty: 50487.875000
Iteration 187Q: 25 clusters Score -5.394059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17882 members 
Mstep: Class 4 contains 67246 members 
Mstep: Class 5 contains 54352 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4057 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83772 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940636.000000 Penalty: 50487.875000
Iteration 188Q: 25 clusters Score -5.394064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67244 members 
Mstep: Class 5 contains 54352 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4058 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83770 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940648.000000 Penalty: 50487.875000
Iteration 189Q: 25 clusters Score -5.394065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12547 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67245 members 
Mstep: Class 5 contains 54353 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83765 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940660.000000 Penalty: 50487.875000
Iteration 190Q: 25 clusters Score -5.394066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12547 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67242 members 
Mstep: Class 5 contains 54353 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83764 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940676.000000 Penalty: 50487.875000
Iteration 191Q: 25 clusters Score -5.394068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12547 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67242 members 
Mstep: Class 5 contains 54354 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3797 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83760 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63535 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940648.000000 Penalty: 50487.875000
Iteration 192Q: 25 clusters Score -5.394065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12547 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67243 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 15454 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83756 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940648.000000 Penalty: 50487.875000
Iteration 193Q: 25 clusters Score -5.394065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67250 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3797 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4070 members 
Mstep: Class 16 contains 6636 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83747 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940664.000000 Penalty: 50487.875000
Iteration 194Q: 25 clusters Score -5.394066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67254 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3799 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6637 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83741 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940664.000000 Penalty: 50487.875000
Iteration 195Q: 25 clusters Score -5.394066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67257 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6638 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83735 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940652.000000 Penalty: 50487.875000
Iteration 196Q: 25 clusters Score -5.394065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67258 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3799 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6638 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83736 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940664.000000 Penalty: 50487.875000
Iteration 197Q: 25 clusters Score -5.394066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67262 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6638 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83738 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940672.000000 Penalty: 50487.875000
Iteration 198Q: 25 clusters Score -5.394067e+07 nChanged 9
Entering ConstructFrom: 
Score: -53940672.000000 Penalty: 50487.875000
Entering ConstructFrom: 
Trying to split cluster 1 (12774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Entering Unmasked Estep 
Score: -1686960.875000 Penalty: 1536.464600
	Iteration 0F: 2 clusters Score -1686961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1677951.500000 Penalty: 3072.929199
	Iteration 0F: 3 clusters Score -1677952 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1680958.375000 Penalty: 3072.929199
	Iteration 1F: 3 clusters Score -1680958 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1681214.000000 Penalty: 3072.929199
	Iteration 2F: 3 clusters Score -1681214 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1681439.500000 Penalty: 3072.929199
	Iteration 3Q: 3 clusters Score -1681440 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1681610.625000 Penalty: 3072.929199
	Iteration 4Q: 3 clusters Score -1681611 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1681780.000000 Penalty: 3072.929199
	Iteration 5Q: 3 clusters Score -1681780 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1681926.875000 Penalty: 3072.929199
	Iteration 6Q: 3 clusters Score -1681927 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1682053.875000 Penalty: 3072.929199
	Iteration 7Q: 3 clusters Score -1682054 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1682179.750000 Penalty: 3072.929199
	Iteration 8Q: 3 clusters Score -1682180 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1682307.875000 Penalty: 3072.929199
	Iteration 9Q: 3 clusters Score -1682308 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1682481.250000 Penalty: 3072.929199
	Iteration 10Q: 3 clusters Score -1682481 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1682712.500000 Penalty: 3072.929199
	Iteration 11Q: 3 clusters Score -1682712 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1683023.375000 Penalty: 3072.929199
	Iteration 12Q: 3 clusters Score -1683023 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1683446.500000 Penalty: 3072.929199
	Iteration 13F: 3 clusters Score -1683446 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1683890.750000 Penalty: 3072.929199
	Iteration 14F: 3 clusters Score -1683891 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1684337.250000 Penalty: 3072.929199
	Iteration 15Q: 3 clusters Score -1684337 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1684718.375000 Penalty: 3072.929199
	Iteration 16Q: 3 clusters Score -1684718 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1685048.500000 Penalty: 3072.929199
	Iteration 17Q: 3 clusters Score -1685048 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1685261.875000 Penalty: 3072.929199
	Iteration 18Q: 3 clusters Score -1685262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1685385.125000 Penalty: 3072.929199
	Iteration 19Q: 3 clusters Score -1685385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1685446.875000 Penalty: 3072.929199
	Iteration 20F: 3 clusters Score -1685447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1685501.000000 Penalty: 3072.929199
	Iteration 21Q: 3 clusters Score -1685501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1685532.375000 Penalty: 3072.929199
	Iteration 22Q: 3 clusters Score -1685532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1685559.750000 Penalty: 3072.929199
	Iteration 23Q: 3 clusters Score -1685560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1685575.625000 Penalty: 3072.929199
	Iteration 24Q: 3 clusters Score -1685576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1685592.625000 Penalty: 3072.929199
	Iteration 25Q: 3 clusters Score -1685593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1685599.375000 Penalty: 3072.929199
	Iteration 26Q: 3 clusters Score -1685599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1685610.125000 Penalty: 3072.929199
	Iteration 27Q: 3 clusters Score -1685610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1685626.625000 Penalty: 3072.929199
	Iteration 28Q: 3 clusters Score -1685627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1685630.625000 Penalty: 3072.929199
	Iteration 29Q: 3 clusters Score -1685631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1685635.250000 Penalty: 3072.929199
	Iteration 30Q: 3 clusters Score -1685635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1685639.250000 Penalty: 3072.929199
	Iteration 31Q: 3 clusters Score -1685639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1685640.125000 Penalty: 3072.929199
	Iteration 32Q: 3 clusters Score -1685640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1685640.125000 Penalty: 3072.929199
	Iteration 33F: 3 clusters Score -1685640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Entering Unmasked Estep 
Score: -1578071.750000 Penalty: 1533.563965
	Iteration 0F: 2 clusters Score -1578072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1569238.125000 Penalty: 3067.127930
	Iteration 0F: 3 clusters Score -1569238 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1572209.250000 Penalty: 3067.127930
	Iteration 1F: 3 clusters Score -1572209 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1572442.500000 Penalty: 3067.127930
	Iteration 2F: 3 clusters Score -1572442 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1572604.000000 Penalty: 3067.127930
	Iteration 3Q: 3 clusters Score -1572604 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1572751.000000 Penalty: 3067.127930
	Iteration 4Q: 3 clusters Score -1572751 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1572881.375000 Penalty: 3067.127930
	Iteration 5Q: 3 clusters Score -1572881 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1573022.500000 Penalty: 3067.127930
	Iteration 6Q: 3 clusters Score -1573022 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1573192.375000 Penalty: 3067.127930
	Iteration 7Q: 3 clusters Score -1573192 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1573404.750000 Penalty: 3067.127930
	Iteration 8Q: 3 clusters Score -1573405 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1573674.250000 Penalty: 3067.127930
	Iteration 9Q: 3 clusters Score -1573674 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1573997.000000 Penalty: 3067.127930
	Iteration 10Q: 3 clusters Score -1573997 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1574433.750000 Penalty: 3067.127930
	Iteration 11Q: 3 clusters Score -1574434 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1574922.750000 Penalty: 3067.127930
	Iteration 12Q: 3 clusters Score -1574923 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1575417.625000 Penalty: 3067.127930
	Iteration 13Q: 3 clusters Score -1575418 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1575830.125000 Penalty: 3067.127930
	Iteration 14Q: 3 clusters Score -1575830 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1576154.750000 Penalty: 3067.127930
	Iteration 15Q: 3 clusters Score -1576155 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1576382.500000 Penalty: 3067.127930
	Iteration 16Q: 3 clusters Score -1576382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1576523.000000 Penalty: 3067.127930
	Iteration 17Q: 3 clusters Score -1576523 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1576611.750000 Penalty: 3067.127930
	Iteration 18Q: 3 clusters Score -1576612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1576654.500000 Penalty: 3067.127930
	Iteration 19Q: 3 clusters Score -1576654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1576679.625000 Penalty: 3067.127930
	Iteration 20F: 3 clusters Score -1576680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1576698.875000 Penalty: 3067.127930
	Iteration 21Q: 3 clusters Score -1576699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1576716.500000 Penalty: 3067.127930
	Iteration 22Q: 3 clusters Score -1576716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1576720.625000 Penalty: 3067.127930
	Iteration 23Q: 3 clusters Score -1576721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1576723.875000 Penalty: 3067.127930
	Iteration 24Q: 3 clusters Score -1576724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1576733.000000 Penalty: 3067.127930
	Iteration 25Q: 3 clusters Score -1576733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1576736.000000 Penalty: 3067.127930
	Iteration 26Q: 3 clusters Score -1576736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1576737.375000 Penalty: 3067.127930
	Iteration 27Q: 3 clusters Score -1576737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1576745.375000 Penalty: 3067.127930
	Iteration 28Q: 3 clusters Score -1576745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1576745.375000 Penalty: 3067.127930
	Iteration 29F: 3 clusters Score -1576745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Entering Unmasked Estep 
Score: -2363046.750000 Penalty: 1591.117798
	Iteration 0F: 2 clusters Score -2363047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2350867.250000 Penalty: 3182.235596
	Iteration 0F: 3 clusters Score -2350867 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2355037.500000 Penalty: 3182.235596
	Iteration 1F: 3 clusters Score -2355038 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2355349.000000 Penalty: 3182.235596
	Iteration 2F: 3 clusters Score -2355349 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2355668.000000 Penalty: 3182.235596
	Iteration 3Q: 3 clusters Score -2355668 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2356096.250000 Penalty: 3182.235596
	Iteration 4F: 3 clusters Score -2356096 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2356630.500000 Penalty: 3182.235596
	Iteration 5F: 3 clusters Score -2356630 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2357423.750000 Penalty: 3182.235596
	Iteration 6F: 3 clusters Score -2357424 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2358418.000000 Penalty: 3182.235596
	Iteration 7F: 3 clusters Score -2358418 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2359498.500000 Penalty: 3182.235596
	Iteration 8F: 3 clusters Score -2359498 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2360375.250000 Penalty: 3182.235596
	Iteration 9F: 3 clusters Score -2360375 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2360983.500000 Penalty: 3182.235596
	Iteration 10Q: 3 clusters Score -2360984 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2361308.750000 Penalty: 3182.235596
	Iteration 11Q: 3 clusters Score -2361309 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2361466.250000 Penalty: 3182.235596
	Iteration 12Q: 3 clusters Score -2361466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2361534.000000 Penalty: 3182.235596
	Iteration 13Q: 3 clusters Score -2361534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2361576.250000 Penalty: 3182.235596
	Iteration 14Q: 3 clusters Score -2361576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2361607.250000 Penalty: 3182.235596
	Iteration 15Q: 3 clusters Score -2361607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2361629.500000 Penalty: 3182.235596
	Iteration 16Q: 3 clusters Score -2361630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2361637.750000 Penalty: 3182.235596
	Iteration 17Q: 3 clusters Score -2361638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2361644.250000 Penalty: 3182.235596
	Iteration 18Q: 3 clusters Score -2361644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2361650.000000 Penalty: 3182.235596
	Iteration 19Q: 3 clusters Score -2361650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2361656.500000 Penalty: 3182.235596
	Iteration 20F: 3 clusters Score -2361656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2361660.000000 Penalty: 3182.235596
	Iteration 21Q: 3 clusters Score -2361660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2361668.500000 Penalty: 3182.235596
	Iteration 22Q: 3 clusters Score -2361668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2361683.000000 Penalty: 3182.235596
	Iteration 23Q: 3 clusters Score -2361683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2361693.250000 Penalty: 3182.235596
	Iteration 24Q: 3 clusters Score -2361693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2361706.250000 Penalty: 3182.235596
	Iteration 25Q: 3 clusters Score -2361706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2361713.000000 Penalty: 3182.235596
	Iteration 26Q: 3 clusters Score -2361713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2361718.250000 Penalty: 3182.235596
	Iteration 27Q: 3 clusters Score -2361718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2361722.250000 Penalty: 3182.235596
	Iteration 28Q: 3 clusters Score -2361722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2361724.250000 Penalty: 3182.235596
	Iteration 29Q: 3 clusters Score -2361724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2361727.750000 Penalty: 3182.235596
	Iteration 30Q: 3 clusters Score -2361728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2361728.500000 Penalty: 3182.235596
	Iteration 31Q: 3 clusters Score -2361728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2361728.500000 Penalty: 3182.235596
	Iteration 32F: 3 clusters Score -2361728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Entering Unmasked Estep 
Score: -8837513.000000 Penalty: 1806.416626
	Iteration 0F: 2 clusters Score -8837513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -8793287.000000 Penalty: 3612.833252
	Iteration 0F: 3 clusters Score -8793287 nChanged 31972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -8811528.000000 Penalty: 3612.833252
	Iteration 1F: 3 clusters Score -8811528 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -8812266.000000 Penalty: 3612.833252
	Iteration 2Q: 3 clusters Score -8812266 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -8813342.000000 Penalty: 3612.833252
	Iteration 3Q: 3 clusters Score -8813342 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -8815131.000000 Penalty: 3612.833252
	Iteration 4F: 3 clusters Score -8815131 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -8817936.000000 Penalty: 3612.833252
	Iteration 5F: 3 clusters Score -8817936 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -8822040.000000 Penalty: 3612.833252
	Iteration 6F: 3 clusters Score -8822040 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -8826910.000000 Penalty: 3612.833252
	Iteration 7F: 3 clusters Score -8826910 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -8831039.000000 Penalty: 3612.833252
	Iteration 8F: 3 clusters Score -8831039 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8833633.000000 Penalty: 3612.833252
	Iteration 9Q: 3 clusters Score -8833633 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8834905.000000 Penalty: 3612.833252
	Iteration 10Q: 3 clusters Score -8834905 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8835426.000000 Penalty: 3612.833252
	Iteration 11Q: 3 clusters Score -8835426 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8835703.000000 Penalty: 3612.833252
	Iteration 12Q: 3 clusters Score -8835703 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8835829.000000 Penalty: 3612.833252
	Iteration 13Q: 3 clusters Score -8835829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8835868.000000 Penalty: 3612.833252
	Iteration 14Q: 3 clusters Score -8835868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8835903.000000 Penalty: 3612.833252
	Iteration 15Q: 3 clusters Score -8835903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8835910.000000 Penalty: 3612.833252
	Iteration 16Q: 3 clusters Score -8835910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8835940.000000 Penalty: 3612.833252
	Iteration 17Q: 3 clusters Score -8835940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8835956.000000 Penalty: 3612.833252
	Iteration 18Q: 3 clusters Score -8835956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8835962.000000 Penalty: 3612.833252
	Iteration 19Q: 3 clusters Score -8835962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8835970.000000 Penalty: 3612.833252
	Iteration 20F: 3 clusters Score -8835970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8835969.000000 Penalty: 3612.833252
	Iteration 21Q: 3 clusters Score -8835969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67085 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8835974.000000 Penalty: 3612.833252
	Iteration 22Q: 3 clusters Score -8835974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8835970.000000 Penalty: 3612.833252
	Iteration 23Q: 3 clusters Score -8835970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8835969.000000 Penalty: 3612.833252
	Iteration 24Q: 3 clusters Score -8835969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8835969.000000 Penalty: 3612.833252
	Iteration 25F: 3 clusters Score -8835969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Entering Unmasked Estep 
Score: -7156641.500000 Penalty: 1771.784912
	Iteration 0F: 2 clusters Score -7156642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -7120221.000000 Penalty: 3543.569824
	Iteration 0F: 3 clusters Score -7120221 nChanged 25608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -7134619.000000 Penalty: 3543.569824
	Iteration 1F: 3 clusters Score -7134619 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -7135066.500000 Penalty: 3543.569824
	Iteration 2Q: 3 clusters Score -7135066 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -7135680.500000 Penalty: 3543.569824
	Iteration 3Q: 3 clusters Score -7135680 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -7136385.000000 Penalty: 3543.569824
	Iteration 4Q: 3 clusters Score -7136385 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -7137433.500000 Penalty: 3543.569824
	Iteration 5Q: 3 clusters Score -7137434 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -7139121.500000 Penalty: 3543.569824
	Iteration 6F: 3 clusters Score -7139122 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -7141435.500000 Penalty: 3543.569824
	Iteration 7F: 3 clusters Score -7141436 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -7144584.500000 Penalty: 3543.569824
	Iteration 8F: 3 clusters Score -7144584 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -7148019.000000 Penalty: 3543.569824
	Iteration 9F: 3 clusters Score -7148019 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -7151218.000000 Penalty: 3543.569824
	Iteration 10F: 3 clusters Score -7151218 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7153353.500000 Penalty: 3543.569824
	Iteration 11Q: 3 clusters Score -7153354 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7154420.000000 Penalty: 3543.569824
	Iteration 12Q: 3 clusters Score -7154420 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7154803.000000 Penalty: 3543.569824
	Iteration 13Q: 3 clusters Score -7154803 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7154970.000000 Penalty: 3543.569824
	Iteration 14Q: 3 clusters Score -7154970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7155037.500000 Penalty: 3543.569824
	Iteration 15Q: 3 clusters Score -7155038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7155064.500000 Penalty: 3543.569824
	Iteration 16Q: 3 clusters Score -7155064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7155089.500000 Penalty: 3543.569824
	Iteration 17Q: 3 clusters Score -7155090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7155099.000000 Penalty: 3543.569824
	Iteration 18Q: 3 clusters Score -7155099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7155103.500000 Penalty: 3543.569824
	Iteration 19Q: 3 clusters Score -7155104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7155121.000000 Penalty: 3543.569824
	Iteration 20F: 3 clusters Score -7155121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7155123.000000 Penalty: 3543.569824
	Iteration 21Q: 3 clusters Score -7155123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7155136.000000 Penalty: 3543.569824
	Iteration 22Q: 3 clusters Score -7155136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7155137.500000 Penalty: 3543.569824
	Iteration 23Q: 3 clusters Score -7155138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7155146.000000 Penalty: 3543.569824
	Iteration 24Q: 3 clusters Score -7155146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7155146.000000 Penalty: 3543.569824
	Iteration 25F: 3 clusters Score -7155146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -178928.421875 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -178928.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -177208.296875 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -177208.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -177559.328125 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -177559.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -177649.468750 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -177649.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -177686.812500 Penalty: 2359.212646
	Iteration 3Q: 3 clusters Score -177686.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -177716.828125 Penalty: 2359.212646
	Iteration 4Q: 3 clusters Score -177716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177730.875000 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -177730.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177741.484375 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -177741.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -177747.718750 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -177747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -177752.437500 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -177752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -177756.671875 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -177756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -177757.968750 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -177758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177760.984375 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -177761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -177766.515625 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -177766.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -177774.515625 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -177774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -177779.500000 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -177779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -177784.171875 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -177784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177786.656250 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -177786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -177789.171875 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -177789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -177790.046875 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -177790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -177791.468750 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -177791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -177791.921875 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -177791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -177792.421875 Penalty: 2359.212646
	Iteration 21Q: 3 clusters Score -177792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -177792.890625 Penalty: 2359.212646
	Iteration 22Q: 3 clusters Score -177792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -177793.687500 Penalty: 2359.212646
	Iteration 23Q: 3 clusters Score -177793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -177793.687500 Penalty: 2359.212646
	Iteration 24F: 3 clusters Score -177793.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Entering Unmasked Estep 
Score: -969155.812500 Penalty: 1446.936157
	Iteration 0F: 2 clusters Score -969155.8 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 3725 members 
Entering Unmasked Estep 
Score: -963635.875000 Penalty: 2893.872314
	Iteration 0F: 3 clusters Score -963635.9 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -965298.750000 Penalty: 2893.872314
	Iteration 1F: 3 clusters Score -965298.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -965482.625000 Penalty: 2893.872314
	Iteration 2F: 3 clusters Score -965482.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -965621.875000 Penalty: 2893.872314
	Iteration 3Q: 3 clusters Score -965621.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -965750.062500 Penalty: 2893.872314
	Iteration 4Q: 3 clusters Score -965750.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -965893.687500 Penalty: 2893.872314
	Iteration 5Q: 3 clusters Score -965893.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -966053.437500 Penalty: 2893.872314
	Iteration 6Q: 3 clusters Score -966053.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -966225.375000 Penalty: 2893.872314
	Iteration 7Q: 3 clusters Score -966225.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -966439.625000 Penalty: 2893.872314
	Iteration 8Q: 3 clusters Score -966439.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -966687.625000 Penalty: 2893.872314
	Iteration 9Q: 3 clusters Score -966687.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -966966.125000 Penalty: 2893.872314
	Iteration 10Q: 3 clusters Score -966966.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -967228.250000 Penalty: 2893.872314
	Iteration 11Q: 3 clusters Score -967228.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -967420.437500 Penalty: 2893.872314
	Iteration 12Q: 3 clusters Score -967420.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -967572.812500 Penalty: 2893.872314
	Iteration 13Q: 3 clusters Score -967572.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -967681.187500 Penalty: 2893.872314
	Iteration 14Q: 3 clusters Score -967681.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -967765.687500 Penalty: 2893.872314
	Iteration 15Q: 3 clusters Score -967765.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -967813.812500 Penalty: 2893.872314
	Iteration 16Q: 3 clusters Score -967813.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -967841.937500 Penalty: 2893.872314
	Iteration 17Q: 3 clusters Score -967841.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -967862.500000 Penalty: 2893.872314
	Iteration 18Q: 3 clusters Score -967862.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -967875.937500 Penalty: 2893.872314
	Iteration 19Q: 3 clusters Score -967875.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -967894.687500 Penalty: 2893.872314
	Iteration 20F: 3 clusters Score -967894.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -967899.062500 Penalty: 2893.872314
	Iteration 21Q: 3 clusters Score -967899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -967905.437500 Penalty: 2893.872314
	Iteration 22Q: 3 clusters Score -967905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -967909.000000 Penalty: 2893.872314
	Iteration 23Q: 3 clusters Score -967909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -967914.062500 Penalty: 2893.872314
	Iteration 24Q: 3 clusters Score -967914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -967917.062500 Penalty: 2893.872314
	Iteration 25Q: 3 clusters Score -967917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -967920.812500 Penalty: 2893.872314
	Iteration 26Q: 3 clusters Score -967920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -967924.312500 Penalty: 2893.872314
	Iteration 27Q: 3 clusters Score -967924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -967930.375000 Penalty: 2893.872314
	Iteration 28Q: 3 clusters Score -967930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -967935.687500 Penalty: 2893.872314
	Iteration 29Q: 3 clusters Score -967935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -967943.062500 Penalty: 2893.872314
	Iteration 30Q: 3 clusters Score -967943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -967946.687500 Penalty: 2893.872314
	Iteration 31Q: 3 clusters Score -967946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -967946.687500 Penalty: 2893.872314
	Iteration 32F: 3 clusters Score -967946.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -109210.484375 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -109210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -107826.039062 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -107826 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108075.828125 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -108075.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -108154.265625 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -108154.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -108192.085938 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -108192.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108210.054688 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -108210.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -108222.335938 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -108222.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -108234.437500 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -108234.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -108243.625000 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -108243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -108246.039062 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -108246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108246.218750 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -108246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108246.218750 Penalty: 2211.499756
	Iteration 10F: 3 clusters Score -108246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -162368.046875 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -162368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -160751.531250 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -160751.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -161039.750000 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -161039.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161132.687500 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -161132.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -161177.406250 Penalty: 2313.618652
	Iteration 3Q: 3 clusters Score -161177.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161203.875000 Penalty: 2313.618652
	Iteration 4Q: 3 clusters Score -161203.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -161222.140625 Penalty: 2313.618652
	Iteration 5Q: 3 clusters Score -161222.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161232.000000 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -161232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161239.281250 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -161239.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -161245.062500 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -161245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161249.062500 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -161249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -161251.968750 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -161252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -161254.250000 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -161254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -161254.546875 Penalty: 2313.618652
	Iteration 12Q: 3 clusters Score -161254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161255.156250 Penalty: 2313.618652
	Iteration 13Q: 3 clusters Score -161255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161255.156250 Penalty: 2313.618652
	Iteration 14F: 3 clusters Score -161255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8556.804688 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -8556.805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8103.232422 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8103.232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8123.643066 Penalty: 1486.781006
	Iteration 1Q: 3 clusters Score -8123.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8132.651855 Penalty: 1486.781006
	Iteration 2Q: 3 clusters Score -8132.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8132.651855 Penalty: 1486.781006
	Iteration 3F: 3 clusters Score -8132.652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -92655.601562 Penalty: 1084.205322
	Iteration 0F: 2 clusters Score -92655.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91379.406250 Penalty: 2168.410645
	Iteration 0F: 3 clusters Score -91379.41 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91581.335938 Penalty: 2168.410645
	Iteration 1F: 3 clusters Score -91581.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91654.859375 Penalty: 2168.410645
	Iteration 2F: 3 clusters Score -91654.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91704.492188 Penalty: 2168.410645
	Iteration 3Q: 3 clusters Score -91704.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91713.296875 Penalty: 2168.410645
	Iteration 4Q: 3 clusters Score -91713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91719.351562 Penalty: 2168.410645
	Iteration 5Q: 3 clusters Score -91719.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91723.687500 Penalty: 2168.410645
	Iteration 6Q: 3 clusters Score -91723.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91726.445312 Penalty: 2168.410645
	Iteration 7Q: 3 clusters Score -91726.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91728.531250 Penalty: 2168.410645
	Iteration 8Q: 3 clusters Score -91728.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91731.070312 Penalty: 2168.410645
	Iteration 9Q: 3 clusters Score -91731.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91736.648438 Penalty: 2168.410645
	Iteration 10Q: 3 clusters Score -91736.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91740.742188 Penalty: 2168.410645
	Iteration 11Q: 3 clusters Score -91740.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91743.531250 Penalty: 2168.410645
	Iteration 12Q: 3 clusters Score -91743.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91743.531250 Penalty: 2168.410645
	Iteration 13F: 3 clusters Score -91743.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Entering Unmasked Estep 
Score: -2710785.250000 Penalty: 1613.154907
	Iteration 0F: 2 clusters Score -2710785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2696805.500000 Penalty: 3226.309814
	Iteration 0F: 3 clusters Score -2696806 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2701886.500000 Penalty: 3226.309814
	Iteration 1F: 3 clusters Score -2701886 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2702203.500000 Penalty: 3226.309814
	Iteration 2Q: 3 clusters Score -2702204 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2702528.500000 Penalty: 3226.309814
	Iteration 3Q: 3 clusters Score -2702528 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2702901.750000 Penalty: 3226.309814
	Iteration 4Q: 3 clusters Score -2702902 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2703404.250000 Penalty: 3226.309814
	Iteration 5F: 3 clusters Score -2703404 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2703962.000000 Penalty: 3226.309814
	Iteration 6F: 3 clusters Score -2703962 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2704604.000000 Penalty: 3226.309814
	Iteration 7F: 3 clusters Score -2704604 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2705321.750000 Penalty: 3226.309814
	Iteration 8F: 3 clusters Score -2705322 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2706053.000000 Penalty: 3226.309814
	Iteration 9F: 3 clusters Score -2706053 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2706751.500000 Penalty: 3226.309814
	Iteration 10F: 3 clusters Score -2706752 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2707378.750000 Penalty: 3226.309814
	Iteration 11Q: 3 clusters Score -2707379 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2707883.250000 Penalty: 3226.309814
	Iteration 12Q: 3 clusters Score -2707883 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2708295.750000 Penalty: 3226.309814
	Iteration 13Q: 3 clusters Score -2708296 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2708611.250000 Penalty: 3226.309814
	Iteration 14Q: 3 clusters Score -2708611 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2708862.750000 Penalty: 3226.309814
	Iteration 15Q: 3 clusters Score -2708863 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2709038.250000 Penalty: 3226.309814
	Iteration 16Q: 3 clusters Score -2709038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2709140.500000 Penalty: 3226.309814
	Iteration 17Q: 3 clusters Score -2709140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2709198.250000 Penalty: 3226.309814
	Iteration 18Q: 3 clusters Score -2709198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2709256.750000 Penalty: 3226.309814
	Iteration 19Q: 3 clusters Score -2709257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2709299.250000 Penalty: 3226.309814
	Iteration 20F: 3 clusters Score -2709299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2709321.500000 Penalty: 3226.309814
	Iteration 21Q: 3 clusters Score -2709322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2709341.750000 Penalty: 3226.309814
	Iteration 22Q: 3 clusters Score -2709342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2709349.250000 Penalty: 3226.309814
	Iteration 23Q: 3 clusters Score -2709349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2709353.750000 Penalty: 3226.309814
	Iteration 24Q: 3 clusters Score -2709354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2709357.250000 Penalty: 3226.309814
	Iteration 25Q: 3 clusters Score -2709357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2709358.000000 Penalty: 3226.309814
	Iteration 26Q: 3 clusters Score -2709358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2709356.500000 Penalty: 3226.309814
	Iteration 27Q: 3 clusters Score -2709356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2709357.500000 Penalty: 3226.309814
	Iteration 28Q: 3 clusters Score -2709358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2709357.500000 Penalty: 3226.309814
	Iteration 29F: 3 clusters Score -2709358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -502387.625000 Penalty: 1339.105469
	Iteration 0F: 2 clusters Score -502387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -499176.562500 Penalty: 2678.210938
	Iteration 0F: 3 clusters Score -499176.6 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -500041.093750 Penalty: 2678.210938
	Iteration 1F: 3 clusters Score -500041.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -500225.250000 Penalty: 2678.210938
	Iteration 2F: 3 clusters Score -500225.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -500351.875000 Penalty: 2678.210938
	Iteration 3F: 3 clusters Score -500351.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -500434.656250 Penalty: 2678.210938
	Iteration 4Q: 3 clusters Score -500434.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -500506.875000 Penalty: 2678.210938
	Iteration 5Q: 3 clusters Score -500506.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -500572.406250 Penalty: 2678.210938
	Iteration 6Q: 3 clusters Score -500572.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -500647.437500 Penalty: 2678.210938
	Iteration 7Q: 3 clusters Score -500647.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -500724.250000 Penalty: 2678.210938
	Iteration 8Q: 3 clusters Score -500724.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -500801.281250 Penalty: 2678.210938
	Iteration 9Q: 3 clusters Score -500801.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -500868.968750 Penalty: 2678.210938
	Iteration 10Q: 3 clusters Score -500869 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -500924.656250 Penalty: 2678.210938
	Iteration 11Q: 3 clusters Score -500924.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -500987.562500 Penalty: 2678.210938
	Iteration 12Q: 3 clusters Score -500987.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -501052.187500 Penalty: 2678.210938
	Iteration 13Q: 3 clusters Score -501052.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -501118.250000 Penalty: 2678.210938
	Iteration 14Q: 3 clusters Score -501118.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -501154.875000 Penalty: 2678.210938
	Iteration 15Q: 3 clusters Score -501154.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -501185.906250 Penalty: 2678.210938
	Iteration 16Q: 3 clusters Score -501185.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -501203.062500 Penalty: 2678.210938
	Iteration 17Q: 3 clusters Score -501203.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -501212.125000 Penalty: 2678.210938
	Iteration 18Q: 3 clusters Score -501212.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -501222.812500 Penalty: 2678.210938
	Iteration 19Q: 3 clusters Score -501222.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -501231.031250 Penalty: 2678.210938
	Iteration 20F: 3 clusters Score -501231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -501239.375000 Penalty: 2678.210938
	Iteration 21Q: 3 clusters Score -501239.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -501248.218750 Penalty: 2678.210938
	Iteration 22Q: 3 clusters Score -501248.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -501256.968750 Penalty: 2678.210938
	Iteration 23Q: 3 clusters Score -501257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -501262.937500 Penalty: 2678.210938
	Iteration 24Q: 3 clusters Score -501262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -501267.156250 Penalty: 2678.210938
	Iteration 25Q: 3 clusters Score -501267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -501269.593750 Penalty: 2678.210938
	Iteration 26Q: 3 clusters Score -501269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -501270.875000 Penalty: 2678.210938
	Iteration 27Q: 3 clusters Score -501270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -501271.812500 Penalty: 2678.210938
	Iteration 28Q: 3 clusters Score -501271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -501270.968750 Penalty: 2678.210938
	Iteration 29Q: 3 clusters Score -501271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -501271.500000 Penalty: 2678.210938
	Iteration 30Q: 3 clusters Score -501271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -501271.281250 Penalty: 2678.210938
	Iteration 31Q: 3 clusters Score -501271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -501271.281250 Penalty: 2678.210938
	Iteration 32F: 3 clusters Score -501271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Entering Unmasked Estep 
Score: -2047785.000000 Penalty: 1567.403198
	Iteration 0F: 2 clusters Score -2047785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2037038.250000 Penalty: 3134.806396
	Iteration 0F: 3 clusters Score -2037038 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2040772.125000 Penalty: 3134.806396
	Iteration 1F: 3 clusters Score -2040772 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2041096.625000 Penalty: 3134.806396
	Iteration 2F: 3 clusters Score -2041097 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2041460.500000 Penalty: 3134.806396
	Iteration 3Q: 3 clusters Score -2041460 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2041946.875000 Penalty: 3134.806396
	Iteration 4F: 3 clusters Score -2041947 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2042651.500000 Penalty: 3134.806396
	Iteration 5F: 3 clusters Score -2042652 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2043602.375000 Penalty: 3134.806396
	Iteration 6F: 3 clusters Score -2043602 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2044609.750000 Penalty: 3134.806396
	Iteration 7F: 3 clusters Score -2044610 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2045440.000000 Penalty: 3134.806396
	Iteration 8F: 3 clusters Score -2045440 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2045941.625000 Penalty: 3134.806396
	Iteration 9Q: 3 clusters Score -2045942 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2046222.125000 Penalty: 3134.806396
	Iteration 10Q: 3 clusters Score -2046222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2046349.500000 Penalty: 3134.806396
	Iteration 11Q: 3 clusters Score -2046350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2046405.875000 Penalty: 3134.806396
	Iteration 12Q: 3 clusters Score -2046406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2046441.625000 Penalty: 3134.806396
	Iteration 13Q: 3 clusters Score -2046442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2046456.375000 Penalty: 3134.806396
	Iteration 14Q: 3 clusters Score -2046456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2046455.750000 Penalty: 3134.806396
	Iteration 15Q: 3 clusters Score -2046456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2046455.750000 Penalty: 3134.806396
	Iteration 16F: 3 clusters Score -2046456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -536465.687500 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -536465.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -533050.500000 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -533050.5 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -533889.750000 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -533889.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -534053.937500 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -534053.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -534142.625000 Penalty: 2701.124512
	Iteration 3Q: 3 clusters Score -534142.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -534212.125000 Penalty: 2701.124512
	Iteration 4Q: 3 clusters Score -534212.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -534265.812500 Penalty: 2701.124512
	Iteration 5Q: 3 clusters Score -534265.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -534302.750000 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -534302.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -534341.187500 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -534341.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -534383.875000 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -534383.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -534429.750000 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -534429.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -534499.000000 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -534499 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -534579.375000 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -534579.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -534645.625000 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -534645.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -534702.687500 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -534702.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -534745.375000 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -534745.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -534782.687500 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -534782.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -534813.062500 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -534813.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -534843.187500 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -534843.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -534872.000000 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -534872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -534915.625000 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -534915.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -534956.187500 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -534956.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -534988.375000 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -534988.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -535023.750000 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -535023.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -535067.812500 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -535067.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -535108.937500 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -535108.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -535141.125000 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -535141.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -535171.937500 Penalty: 2701.124512
	Iteration 26Q: 3 clusters Score -535171.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -535204.562500 Penalty: 2701.124512
	Iteration 27Q: 3 clusters Score -535204.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -535234.625000 Penalty: 2701.124512
	Iteration 28Q: 3 clusters Score -535234.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -535257.687500 Penalty: 2701.124512
	Iteration 29Q: 3 clusters Score -535257.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -535274.937500 Penalty: 2701.124512
	Iteration 30Q: 3 clusters Score -535274.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -535287.375000 Penalty: 2701.124512
	Iteration 31Q: 3 clusters Score -535287.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -535300.937500 Penalty: 2701.124512
	Iteration 32Q: 3 clusters Score -535300.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -535315.312500 Penalty: 2701.124512
	Iteration 33Q: 3 clusters Score -535315.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -535325.187500 Penalty: 2701.124512
	Iteration 34Q: 3 clusters Score -535325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -535340.937500 Penalty: 2701.124512
	Iteration 35Q: 3 clusters Score -535340.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -535353.937500 Penalty: 2701.124512
	Iteration 36Q: 3 clusters Score -535353.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -535367.937500 Penalty: 2701.124512
	Iteration 37Q: 3 clusters Score -535367.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -535389.125000 Penalty: 2701.124512
	Iteration 38Q: 3 clusters Score -535389.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -535402.500000 Penalty: 2701.124512
	Iteration 39Q: 3 clusters Score -535402.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -535413.000000 Penalty: 2701.124512
	Iteration 40F: 3 clusters Score -535413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -535422.437500 Penalty: 2701.124512
	Iteration 41Q: 3 clusters Score -535422.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -535433.062500 Penalty: 2701.124512
	Iteration 42Q: 3 clusters Score -535433.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -535441.000000 Penalty: 2701.124512
	Iteration 43Q: 3 clusters Score -535441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -535454.875000 Penalty: 2701.124512
	Iteration 44Q: 3 clusters Score -535454.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -535465.687500 Penalty: 2701.124512
	Iteration 45Q: 3 clusters Score -535465.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -535476.000000 Penalty: 2701.124512
	Iteration 46Q: 3 clusters Score -535476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -535481.312500 Penalty: 2701.124512
	Iteration 47Q: 3 clusters Score -535481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -535483.000000 Penalty: 2701.124512
	Iteration 48Q: 3 clusters Score -535483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -535484.500000 Penalty: 2701.124512
	Iteration 49Q: 3 clusters Score -535484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -535483.500000 Penalty: 2701.124512
	Iteration 50Q: 3 clusters Score -535483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -535483.500000 Penalty: 2701.124512
	Iteration 51F: 3 clusters Score -535483.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Entering Unmasked Estep 
Score: -836788.187500 Penalty: 1430.116455
	Iteration 0F: 2 clusters Score -836788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -831722.812500 Penalty: 2860.232910
	Iteration 0F: 3 clusters Score -831722.8 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -833224.562500 Penalty: 2860.232910
	Iteration 1F: 3 clusters Score -833224.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -833467.187500 Penalty: 2860.232910
	Iteration 2F: 3 clusters Score -833467.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -833673.750000 Penalty: 2860.232910
	Iteration 3F: 3 clusters Score -833673.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -833864.062500 Penalty: 2860.232910
	Iteration 4F: 3 clusters Score -833864.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -834035.687500 Penalty: 2860.232910
	Iteration 5Q: 3 clusters Score -834035.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -834200.562500 Penalty: 2860.232910
	Iteration 6Q: 3 clusters Score -834200.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -834362.437500 Penalty: 2860.232910
	Iteration 7Q: 3 clusters Score -834362.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -834535.625000 Penalty: 2860.232910
	Iteration 8Q: 3 clusters Score -834535.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -834724.625000 Penalty: 2860.232910
	Iteration 9Q: 3 clusters Score -834724.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -834930.750000 Penalty: 2860.232910
	Iteration 10Q: 3 clusters Score -834930.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -835150.937500 Penalty: 2860.232910
	Iteration 11Q: 3 clusters Score -835150.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -835331.250000 Penalty: 2860.232910
	Iteration 12Q: 3 clusters Score -835331.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -835429.062500 Penalty: 2860.232910
	Iteration 13Q: 3 clusters Score -835429.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -835486.750000 Penalty: 2860.232910
	Iteration 14Q: 3 clusters Score -835486.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -835531.062500 Penalty: 2860.232910
	Iteration 15Q: 3 clusters Score -835531.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -835561.937500 Penalty: 2860.232910
	Iteration 16Q: 3 clusters Score -835561.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -835587.562500 Penalty: 2860.232910
	Iteration 17Q: 3 clusters Score -835587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -835604.312500 Penalty: 2860.232910
	Iteration 18Q: 3 clusters Score -835604.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -835610.125000 Penalty: 2860.232910
	Iteration 19Q: 3 clusters Score -835610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -835613.875000 Penalty: 2860.232910
	Iteration 20F: 3 clusters Score -835613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -835616.437500 Penalty: 2860.232910
	Iteration 21Q: 3 clusters Score -835616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -835619.062500 Penalty: 2860.232910
	Iteration 22Q: 3 clusters Score -835619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -835620.312500 Penalty: 2860.232910
	Iteration 23Q: 3 clusters Score -835620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -835622.062500 Penalty: 2860.232910
	Iteration 24Q: 3 clusters Score -835622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -835622.250000 Penalty: 2860.232910
	Iteration 25Q: 3 clusters Score -835622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -835624.000000 Penalty: 2860.232910
	Iteration 26Q: 3 clusters Score -835624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -835624.000000 Penalty: 2860.232910
	Iteration 27F: 3 clusters Score -835624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -193081.984375 Penalty: 1197.867065
	Iteration 0F: 2 clusters Score -193082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191256.515625 Penalty: 2395.734131
	Iteration 0F: 3 clusters Score -191256.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191606.843750 Penalty: 2395.734131
	Iteration 1F: 3 clusters Score -191606.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -191715.468750 Penalty: 2395.734131
	Iteration 2F: 3 clusters Score -191715.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -191772.796875 Penalty: 2395.734131
	Iteration 3F: 3 clusters Score -191772.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -191801.500000 Penalty: 2395.734131
	Iteration 4Q: 3 clusters Score -191801.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191827.453125 Penalty: 2395.734131
	Iteration 5Q: 3 clusters Score -191827.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -191847.703125 Penalty: 2395.734131
	Iteration 6Q: 3 clusters Score -191847.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -191865.531250 Penalty: 2395.734131
	Iteration 7Q: 3 clusters Score -191865.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -191880.437500 Penalty: 2395.734131
	Iteration 8Q: 3 clusters Score -191880.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -191889.828125 Penalty: 2395.734131
	Iteration 9Q: 3 clusters Score -191889.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -191900.703125 Penalty: 2395.734131
	Iteration 10Q: 3 clusters Score -191900.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -191909.906250 Penalty: 2395.734131
	Iteration 11Q: 3 clusters Score -191909.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -191915.781250 Penalty: 2395.734131
	Iteration 12Q: 3 clusters Score -191915.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -191923.484375 Penalty: 2395.734131
	Iteration 13Q: 3 clusters Score -191923.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -191936.625000 Penalty: 2395.734131
	Iteration 14Q: 3 clusters Score -191936.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -191947.375000 Penalty: 2395.734131
	Iteration 15Q: 3 clusters Score -191947.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -191955.250000 Penalty: 2395.734131
	Iteration 16Q: 3 clusters Score -191955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -191965.250000 Penalty: 2395.734131
	Iteration 17Q: 3 clusters Score -191965.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -191978.046875 Penalty: 2395.734131
	Iteration 18Q: 3 clusters Score -191978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -191985.578125 Penalty: 2395.734131
	Iteration 19Q: 3 clusters Score -191985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -191990.156250 Penalty: 2395.734131
	Iteration 20F: 3 clusters Score -191990.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -191999.046875 Penalty: 2395.734131
	Iteration 21Q: 3 clusters Score -191999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -192005.562500 Penalty: 2395.734131
	Iteration 22Q: 3 clusters Score -192005.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -192014.718750 Penalty: 2395.734131
	Iteration 23Q: 3 clusters Score -192014.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -192021.953125 Penalty: 2395.734131
	Iteration 24Q: 3 clusters Score -192022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -192025.625000 Penalty: 2395.734131
	Iteration 25Q: 3 clusters Score -192025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -192028.000000 Penalty: 2395.734131
	Iteration 26Q: 3 clusters Score -192028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -192030.750000 Penalty: 2395.734131
	Iteration 27Q: 3 clusters Score -192030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -192031.765625 Penalty: 2395.734131
	Iteration 28Q: 3 clusters Score -192031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -192032.484375 Penalty: 2395.734131
	Iteration 29Q: 3 clusters Score -192032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -192033.250000 Penalty: 2395.734131
	Iteration 30Q: 3 clusters Score -192033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -192033.734375 Penalty: 2395.734131
	Iteration 31Q: 3 clusters Score -192033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -192034.218750 Penalty: 2395.734131
	Iteration 32Q: 3 clusters Score -192034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -192034.656250 Penalty: 2395.734131
	Iteration 33Q: 3 clusters Score -192034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -192034.656250 Penalty: 2395.734131
	Iteration 34F: 3 clusters Score -192034.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Entering Unmasked Estep 
Score: -11061932.000000 Penalty: 1842.002563
	Iteration 0F: 2 clusters Score -1.106193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -11009118.000000 Penalty: 3684.005127
	Iteration 0F: 3 clusters Score -1.100912e+07 nChanged 39969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -11032324.000000 Penalty: 3684.005127
	Iteration 1F: 3 clusters Score -1.103232e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -11033178.000000 Penalty: 3684.005127
	Iteration 2Q: 3 clusters Score -1.103318e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -11034393.000000 Penalty: 3684.005127
	Iteration 3Q: 3 clusters Score -1.103439e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -11036417.000000 Penalty: 3684.005127
	Iteration 4Q: 3 clusters Score -1.103642e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -11039715.000000 Penalty: 3684.005127
	Iteration 5F: 3 clusters Score -1.103972e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -11044353.000000 Penalty: 3684.005127
	Iteration 6F: 3 clusters Score -1.104435e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -11049391.000000 Penalty: 3684.005127
	Iteration 7F: 3 clusters Score -1.104939e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -11053521.000000 Penalty: 3684.005127
	Iteration 8F: 3 clusters Score -1.105352e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -11056185.000000 Penalty: 3684.005127
	Iteration 9Q: 3 clusters Score -1.105618e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -11057270.000000 Penalty: 3684.005127
	Iteration 10Q: 3 clusters Score -1.105727e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -11057754.000000 Penalty: 3684.005127
	Iteration 11Q: 3 clusters Score -1.105775e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -11058024.000000 Penalty: 3684.005127
	Iteration 12Q: 3 clusters Score -1.105802e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -11058242.000000 Penalty: 3684.005127
	Iteration 13Q: 3 clusters Score -1.105824e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -11058497.000000 Penalty: 3684.005127
	Iteration 14Q: 3 clusters Score -1.10585e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -11058672.000000 Penalty: 3684.005127
	Iteration 15Q: 3 clusters Score -1.105867e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 71157 members 
Entering Unmasked Estep 
Score: -11058775.000000 Penalty: 3684.005127
	Iteration 16Q: 3 clusters Score -1.105878e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -11058841.000000 Penalty: 3684.005127
	Iteration 17Q: 3 clusters Score -1.105884e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -11058868.000000 Penalty: 3684.005127
	Iteration 18Q: 3 clusters Score -1.105887e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -11058921.000000 Penalty: 3684.005127
	Iteration 19Q: 3 clusters Score -1.105892e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
Score: -11058905.000000 Penalty: 3684.005127
	Iteration 20F: 3 clusters Score -1.10589e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -11058907.000000 Penalty: 3684.005127
	Iteration 21Q: 3 clusters Score -1.105891e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -11058901.000000 Penalty: 3684.005127
	Iteration 22Q: 3 clusters Score -1.10589e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -11058966.000000 Penalty: 3684.005127
	Iteration 23Q: 3 clusters Score -1.105897e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -11058960.000000 Penalty: 3684.005127
	Iteration 24Q: 3 clusters Score -1.105896e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -11058994.000000 Penalty: 3684.005127
	Iteration 25Q: 3 clusters Score -1.105899e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -11058978.000000 Penalty: 3684.005127
	Iteration 26Q: 3 clusters Score -1.105898e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -11059009.000000 Penalty: 3684.005127
	Iteration 27Q: 3 clusters Score -1.105901e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -11059033.000000 Penalty: 3684.005127
	Iteration 28Q: 3 clusters Score -1.105903e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -11059062.000000 Penalty: 3684.005127
	Iteration 29Q: 3 clusters Score -1.105906e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -11059101.000000 Penalty: 3684.005127
	Iteration 30Q: 3 clusters Score -1.10591e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -11059122.000000 Penalty: 3684.005127
	Iteration 31Q: 3 clusters Score -1.105912e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -11059184.000000 Penalty: 3684.005127
	Iteration 32Q: 3 clusters Score -1.105918e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -11059234.000000 Penalty: 3684.005127
	Iteration 33Q: 3 clusters Score -1.105923e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -11059199.000000 Penalty: 3684.005127
	Iteration 34Q: 3 clusters Score -1.10592e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -11059214.000000 Penalty: 3684.005127
	Iteration 35Q: 3 clusters Score -1.105921e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -11059246.000000 Penalty: 3684.005127
	Iteration 36Q: 3 clusters Score -1.105925e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -11059279.000000 Penalty: 3684.005127
	Iteration 37Q: 3 clusters Score -1.105928e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -11059297.000000 Penalty: 3684.005127
	Iteration 38Q: 3 clusters Score -1.10593e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -11059348.000000 Penalty: 3684.005127
	Iteration 39Q: 3 clusters Score -1.105935e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -11059377.000000 Penalty: 3684.005127
	Iteration 40F: 3 clusters Score -1.105938e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -11059411.000000 Penalty: 3684.005127
	Iteration 41Q: 3 clusters Score -1.105941e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -11059446.000000 Penalty: 3684.005127
	Iteration 42Q: 3 clusters Score -1.105945e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -11059460.000000 Penalty: 3684.005127
	Iteration 43Q: 3 clusters Score -1.105946e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -11059483.000000 Penalty: 3684.005127
	Iteration 44Q: 3 clusters Score -1.105948e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -11059494.000000 Penalty: 3684.005127
	Iteration 45Q: 3 clusters Score -1.105949e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -11059537.000000 Penalty: 3684.005127
	Iteration 46Q: 3 clusters Score -1.105954e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -11059574.000000 Penalty: 3684.005127
	Iteration 47Q: 3 clusters Score -1.105957e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -11059611.000000 Penalty: 3684.005127
	Iteration 48Q: 3 clusters Score -1.105961e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -11059625.000000 Penalty: 3684.005127
	Iteration 49Q: 3 clusters Score -1.105962e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -11059682.000000 Penalty: 3684.005127
	Iteration 50Q: 3 clusters Score -1.105968e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -11059735.000000 Penalty: 3684.005127
	Iteration 51Q: 3 clusters Score -1.105974e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -11059783.000000 Penalty: 3684.005127
	Iteration 52Q: 3 clusters Score -1.105978e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -11059853.000000 Penalty: 3684.005127
	Iteration 53Q: 3 clusters Score -1.105985e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -11059882.000000 Penalty: 3684.005127
	Iteration 54Q: 3 clusters Score -1.105988e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -11059921.000000 Penalty: 3684.005127
	Iteration 55Q: 3 clusters Score -1.105992e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -11059985.000000 Penalty: 3684.005127
	Iteration 56Q: 3 clusters Score -1.105998e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -11060023.000000 Penalty: 3684.005127
	Iteration 57Q: 3 clusters Score -1.106002e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -11060053.000000 Penalty: 3684.005127
	Iteration 58Q: 3 clusters Score -1.106005e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -11060060.000000 Penalty: 3684.005127
	Iteration 59Q: 3 clusters Score -1.106006e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -11060108.000000 Penalty: 3684.005127
	Iteration 60F: 3 clusters Score -1.106011e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -11060137.000000 Penalty: 3684.005127
	Iteration 61Q: 3 clusters Score -1.106014e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -11060128.000000 Penalty: 3684.005127
	Iteration 62Q: 3 clusters Score -1.106013e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -11060124.000000 Penalty: 3684.005127
	Iteration 63Q: 3 clusters Score -1.106012e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -11060156.000000 Penalty: 3684.005127
	Iteration 64Q: 3 clusters Score -1.106016e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -11060167.000000 Penalty: 3684.005127
	Iteration 65Q: 3 clusters Score -1.106017e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 80730 members 
Entering Unmasked Estep 
Score: -11060174.000000 Penalty: 3684.005127
	Iteration 66Q: 3 clusters Score -1.106017e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -11060177.000000 Penalty: 3684.005127
	Iteration 67Q: 3 clusters Score -1.106018e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -11060196.000000 Penalty: 3684.005127
	Iteration 68Q: 3 clusters Score -1.10602e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -11060194.000000 Penalty: 3684.005127
	Iteration 69Q: 3 clusters Score -1.106019e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -11060188.000000 Penalty: 3684.005127
	Iteration 70Q: 3 clusters Score -1.106019e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -11060190.000000 Penalty: 3684.005127
	Iteration 71Q: 3 clusters Score -1.106019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -11060198.000000 Penalty: 3684.005127
	Iteration 72Q: 3 clusters Score -1.10602e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -11060201.000000 Penalty: 3684.005127
	Iteration 73Q: 3 clusters Score -1.10602e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -11060228.000000 Penalty: 3684.005127
	Iteration 74Q: 3 clusters Score -1.106023e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -11060237.000000 Penalty: 3684.005127
	Iteration 75Q: 3 clusters Score -1.106024e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -11060253.000000 Penalty: 3684.005127
	Iteration 76Q: 3 clusters Score -1.106025e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -11060236.000000 Penalty: 3684.005127
	Iteration 77Q: 3 clusters Score -1.106024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -11060234.000000 Penalty: 3684.005127
	Iteration 78Q: 3 clusters Score -1.106023e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -11060246.000000 Penalty: 3684.005127
	Iteration 79Q: 3 clusters Score -1.106025e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -11060253.000000 Penalty: 3684.005127
	Iteration 80F: 3 clusters Score -1.106025e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 81802 members 
Entering Unmasked Estep 
Score: -11060255.000000 Penalty: 3684.005127
	Iteration 81Q: 3 clusters Score -1.106026e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -11060282.000000 Penalty: 3684.005127
	Iteration 82Q: 3 clusters Score -1.106028e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -11060303.000000 Penalty: 3684.005127
	Iteration 83Q: 3 clusters Score -1.10603e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -11060328.000000 Penalty: 3684.005127
	Iteration 84Q: 3 clusters Score -1.106033e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -11060339.000000 Penalty: 3684.005127
	Iteration 85Q: 3 clusters Score -1.106034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -11060351.000000 Penalty: 3684.005127
	Iteration 86Q: 3 clusters Score -1.106035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -11060353.000000 Penalty: 3684.005127
	Iteration 87Q: 3 clusters Score -1.106035e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -11060351.000000 Penalty: 3684.005127
	Iteration 88Q: 3 clusters Score -1.106035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -11060363.000000 Penalty: 3684.005127
	Iteration 89Q: 3 clusters Score -1.106036e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -11060363.000000 Penalty: 3684.005127
	Iteration 90Q: 3 clusters Score -1.106036e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -11060365.000000 Penalty: 3684.005127
	Iteration 91Q: 3 clusters Score -1.106036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -11060385.000000 Penalty: 3684.005127
	Iteration 92Q: 3 clusters Score -1.106038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -11060385.000000 Penalty: 3684.005127
	Iteration 93Q: 3 clusters Score -1.106038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -11060393.000000 Penalty: 3684.005127
	Iteration 94Q: 3 clusters Score -1.106039e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -11060387.000000 Penalty: 3684.005127
	Iteration 95Q: 3 clusters Score -1.106039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -11060394.000000 Penalty: 3684.005127
	Iteration 96Q: 3 clusters Score -1.106039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -11060412.000000 Penalty: 3684.005127
	Iteration 97Q: 3 clusters Score -1.106041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -11060413.000000 Penalty: 3684.005127
	Iteration 98Q: 3 clusters Score -1.106041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -11060427.000000 Penalty: 3684.005127
	Iteration 99Q: 3 clusters Score -1.106043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -11060435.000000 Penalty: 3684.005127
	Iteration 100F: 3 clusters Score -1.106044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -11060443.000000 Penalty: 3684.005127
	Iteration 101Q: 3 clusters Score -1.106044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -11060444.000000 Penalty: 3684.005127
	Iteration 102Q: 3 clusters Score -1.106044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -11060451.000000 Penalty: 3684.005127
	Iteration 103Q: 3 clusters Score -1.106045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -11060449.000000 Penalty: 3684.005127
	Iteration 104Q: 3 clusters Score -1.106045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -11060455.000000 Penalty: 3684.005127
	Iteration 105Q: 3 clusters Score -1.106046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -11060451.000000 Penalty: 3684.005127
	Iteration 106Q: 3 clusters Score -1.106045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -11060466.000000 Penalty: 3684.005127
	Iteration 107Q: 3 clusters Score -1.106047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -11060476.000000 Penalty: 3684.005127
	Iteration 108Q: 3 clusters Score -1.106048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -11060466.000000 Penalty: 3684.005127
	Iteration 109Q: 3 clusters Score -1.106047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -11060473.000000 Penalty: 3684.005127
	Iteration 110Q: 3 clusters Score -1.106047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 82558 members 
Entering Unmasked Estep 
Score: -11060469.000000 Penalty: 3684.005127
	Iteration 111Q: 3 clusters Score -1.106047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -11060465.000000 Penalty: 3684.005127
	Iteration 112Q: 3 clusters Score -1.106046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -11060461.000000 Penalty: 3684.005127
	Iteration 113Q: 3 clusters Score -1.106046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -11060462.000000 Penalty: 3684.005127
	Iteration 114Q: 3 clusters Score -1.106046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -11060465.000000 Penalty: 3684.005127
	Iteration 115Q: 3 clusters Score -1.106046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -11060455.000000 Penalty: 3684.005127
	Iteration 116Q: 3 clusters Score -1.106046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -11060463.000000 Penalty: 3684.005127
	Iteration 117Q: 3 clusters Score -1.106046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -11060457.000000 Penalty: 3684.005127
	Iteration 118Q: 3 clusters Score -1.106046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -11060460.000000 Penalty: 3684.005127
	Iteration 119Q: 3 clusters Score -1.106046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -11060460.000000 Penalty: 3684.005127
	Iteration 120F: 3 clusters Score -1.106046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Entering Unmasked Estep 
Score: -1417825.125000 Penalty: 1515.906616
	Iteration 0F: 2 clusters Score -1417825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1409923.500000 Penalty: 3031.813232
	Iteration 0F: 3 clusters Score -1409924 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1412537.500000 Penalty: 3031.813232
	Iteration 1F: 3 clusters Score -1412538 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1412785.875000 Penalty: 3031.813232
	Iteration 2F: 3 clusters Score -1412786 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1412955.125000 Penalty: 3031.813232
	Iteration 3Q: 3 clusters Score -1412955 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1413084.000000 Penalty: 3031.813232
	Iteration 4Q: 3 clusters Score -1413084 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1413165.000000 Penalty: 3031.813232
	Iteration 5Q: 3 clusters Score -1413165 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1413237.000000 Penalty: 3031.813232
	Iteration 6Q: 3 clusters Score -1413237 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1413303.125000 Penalty: 3031.813232
	Iteration 7Q: 3 clusters Score -1413303 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1413369.000000 Penalty: 3031.813232
	Iteration 8Q: 3 clusters Score -1413369 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1413418.875000 Penalty: 3031.813232
	Iteration 9Q: 3 clusters Score -1413419 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1413481.375000 Penalty: 3031.813232
	Iteration 10Q: 3 clusters Score -1413481 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1413569.875000 Penalty: 3031.813232
	Iteration 11Q: 3 clusters Score -1413570 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1413660.625000 Penalty: 3031.813232
	Iteration 12Q: 3 clusters Score -1413661 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1413767.125000 Penalty: 3031.813232
	Iteration 13Q: 3 clusters Score -1413767 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1413893.875000 Penalty: 3031.813232
	Iteration 14Q: 3 clusters Score -1413894 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1414039.625000 Penalty: 3031.813232
	Iteration 15Q: 3 clusters Score -1414040 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1414225.625000 Penalty: 3031.813232
	Iteration 16Q: 3 clusters Score -1414226 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1414485.375000 Penalty: 3031.813232
	Iteration 17Q: 3 clusters Score -1414485 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1414771.625000 Penalty: 3031.813232
	Iteration 18Q: 3 clusters Score -1414772 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1415080.750000 Penalty: 3031.813232
	Iteration 19Q: 3 clusters Score -1415081 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1415367.125000 Penalty: 3031.813232
	Iteration 20F: 3 clusters Score -1415367 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1415602.500000 Penalty: 3031.813232
	Iteration 21Q: 3 clusters Score -1415602 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1415781.375000 Penalty: 3031.813232
	Iteration 22Q: 3 clusters Score -1415781 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1415890.125000 Penalty: 3031.813232
	Iteration 23Q: 3 clusters Score -1415890 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1415997.000000 Penalty: 3031.813232
	Iteration 24Q: 3 clusters Score -1415997 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1416077.875000 Penalty: 3031.813232
	Iteration 25Q: 3 clusters Score -1416078 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1416140.250000 Penalty: 3031.813232
	Iteration 26Q: 3 clusters Score -1416140 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1416188.375000 Penalty: 3031.813232
	Iteration 27Q: 3 clusters Score -1416188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1416226.625000 Penalty: 3031.813232
	Iteration 28Q: 3 clusters Score -1416227 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1416253.625000 Penalty: 3031.813232
	Iteration 29Q: 3 clusters Score -1416254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1416276.875000 Penalty: 3031.813232
	Iteration 30Q: 3 clusters Score -1416277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1416300.250000 Penalty: 3031.813232
	Iteration 31Q: 3 clusters Score -1416300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1416311.125000 Penalty: 3031.813232
	Iteration 32Q: 3 clusters Score -1416311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1416324.250000 Penalty: 3031.813232
	Iteration 33Q: 3 clusters Score -1416324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1416330.375000 Penalty: 3031.813232
	Iteration 34Q: 3 clusters Score -1416330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1416342.625000 Penalty: 3031.813232
	Iteration 35Q: 3 clusters Score -1416343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1416355.000000 Penalty: 3031.813232
	Iteration 36Q: 3 clusters Score -1416355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1416358.125000 Penalty: 3031.813232
	Iteration 37Q: 3 clusters Score -1416358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1416370.750000 Penalty: 3031.813232
	Iteration 38Q: 3 clusters Score -1416371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1416384.750000 Penalty: 3031.813232
	Iteration 39Q: 3 clusters Score -1416385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1416389.250000 Penalty: 3031.813232
	Iteration 40F: 3 clusters Score -1416389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1416403.000000 Penalty: 3031.813232
	Iteration 41Q: 3 clusters Score -1416403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1416412.750000 Penalty: 3031.813232
	Iteration 42Q: 3 clusters Score -1416413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1416428.625000 Penalty: 3031.813232
	Iteration 43Q: 3 clusters Score -1416429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1416434.625000 Penalty: 3031.813232
	Iteration 44Q: 3 clusters Score -1416435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1416448.750000 Penalty: 3031.813232
	Iteration 45Q: 3 clusters Score -1416449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1416453.875000 Penalty: 3031.813232
	Iteration 46Q: 3 clusters Score -1416454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1416464.875000 Penalty: 3031.813232
	Iteration 47Q: 3 clusters Score -1416465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1416473.375000 Penalty: 3031.813232
	Iteration 48Q: 3 clusters Score -1416473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1416479.375000 Penalty: 3031.813232
	Iteration 49Q: 3 clusters Score -1416479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1416480.750000 Penalty: 3031.813232
	Iteration 50Q: 3 clusters Score -1416481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1416484.000000 Penalty: 3031.813232
	Iteration 51Q: 3 clusters Score -1416484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1416489.250000 Penalty: 3031.813232
	Iteration 52Q: 3 clusters Score -1416489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1416492.625000 Penalty: 3031.813232
	Iteration 53Q: 3 clusters Score -1416493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1416495.375000 Penalty: 3031.813232
	Iteration 54Q: 3 clusters Score -1416495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1416495.625000 Penalty: 3031.813232
	Iteration 55Q: 3 clusters Score -1416496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1416500.250000 Penalty: 3031.813232
	Iteration 56Q: 3 clusters Score -1416500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1416506.750000 Penalty: 3031.813232
	Iteration 57Q: 3 clusters Score -1416507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1416507.375000 Penalty: 3031.813232
	Iteration 58Q: 3 clusters Score -1416507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1416510.000000 Penalty: 3031.813232
	Iteration 59Q: 3 clusters Score -1416510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1416517.500000 Penalty: 3031.813232
	Iteration 60F: 3 clusters Score -1416518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1416521.625000 Penalty: 3031.813232
	Iteration 61Q: 3 clusters Score -1416522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1416523.375000 Penalty: 3031.813232
	Iteration 62Q: 3 clusters Score -1416523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1416522.750000 Penalty: 3031.813232
	Iteration 63Q: 3 clusters Score -1416523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1416523.000000 Penalty: 3031.813232
	Iteration 64Q: 3 clusters Score -1416523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1416521.875000 Penalty: 3031.813232
	Iteration 65Q: 3 clusters Score -1416522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1416523.125000 Penalty: 3031.813232
	Iteration 66Q: 3 clusters Score -1416523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1416528.125000 Penalty: 3031.813232
	Iteration 67Q: 3 clusters Score -1416528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1416527.875000 Penalty: 3031.813232
	Iteration 68Q: 3 clusters Score -1416528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1416532.625000 Penalty: 3031.813232
	Iteration 69Q: 3 clusters Score -1416533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1416532.250000 Penalty: 3031.813232
	Iteration 70Q: 3 clusters Score -1416532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1416536.375000 Penalty: 3031.813232
	Iteration 71Q: 3 clusters Score -1416536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1416539.250000 Penalty: 3031.813232
	Iteration 72Q: 3 clusters Score -1416539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1416543.250000 Penalty: 3031.813232
	Iteration 73Q: 3 clusters Score -1416543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1416541.375000 Penalty: 3031.813232
	Iteration 74Q: 3 clusters Score -1416541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1416541.250000 Penalty: 3031.813232
	Iteration 75Q: 3 clusters Score -1416541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1416543.250000 Penalty: 3031.813232
	Iteration 76Q: 3 clusters Score -1416543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1416548.500000 Penalty: 3031.813232
	Iteration 77Q: 3 clusters Score -1416548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1416547.000000 Penalty: 3031.813232
	Iteration 78Q: 3 clusters Score -1416547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1416548.875000 Penalty: 3031.813232
	Iteration 79Q: 3 clusters Score -1416549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1416549.250000 Penalty: 3031.813232
	Iteration 80F: 3 clusters Score -1416549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1416550.125000 Penalty: 3031.813232
	Iteration 81Q: 3 clusters Score -1416550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1416552.375000 Penalty: 3031.813232
	Iteration 82Q: 3 clusters Score -1416552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1416556.000000 Penalty: 3031.813232
	Iteration 83Q: 3 clusters Score -1416556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1416559.875000 Penalty: 3031.813232
	Iteration 84Q: 3 clusters Score -1416560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1416560.500000 Penalty: 3031.813232
	Iteration 85Q: 3 clusters Score -1416560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1416560.125000 Penalty: 3031.813232
	Iteration 86Q: 3 clusters Score -1416560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1416559.250000 Penalty: 3031.813232
	Iteration 87Q: 3 clusters Score -1416559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1416558.875000 Penalty: 3031.813232
	Iteration 88Q: 3 clusters Score -1416559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1416560.625000 Penalty: 3031.813232
	Iteration 89Q: 3 clusters Score -1416561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1416563.750000 Penalty: 3031.813232
	Iteration 90Q: 3 clusters Score -1416564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1416562.625000 Penalty: 3031.813232
	Iteration 91Q: 3 clusters Score -1416563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1416563.500000 Penalty: 3031.813232
	Iteration 92Q: 3 clusters Score -1416564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1416563.500000 Penalty: 3031.813232
	Iteration 93F: 3 clusters Score -1416564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -37073.320312 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -37073.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36420.539062 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -36420.54 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36851.425781 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -36851.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37200.480469 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -37200.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37245.210938 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -37245.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37278.355469 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -37278.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37336.210938 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -37336.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37347.101562 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -37347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37352.164062 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -37352.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37360.191406 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -37360.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37375.675781 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -37375.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37392.339844 Penalty: 1914.784302
	Iteration 10Q: 3 clusters Score -37392.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37394.312500 Penalty: 1914.784302
	Iteration 11Q: 3 clusters Score -37394.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37394.312500 Penalty: 1914.784302
	Iteration 12F: 3 clusters Score -37394.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67266 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6639 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83734 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 58 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28530 members 
Mstep: Class 25 contains 304 members 
Entering Unmasked Estep 
Score: -53939832.000000 Penalty: 52591.535156
Splitting cluster 20 changes total score from -53940672.000000 to -53939832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -279744.843750 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -279744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -277453.687500 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -277453.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -277956.000000 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -277956 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -278120.093750 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -278120.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -278228.843750 Penalty: 2519.648438
	Iteration 3F: 3 clusters Score -278228.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -278317.406250 Penalty: 2519.648438
	Iteration 4Q: 3 clusters Score -278317.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -278381.781250 Penalty: 2519.648438
	Iteration 5Q: 3 clusters Score -278381.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -278437.218750 Penalty: 2519.648438
	Iteration 6Q: 3 clusters Score -278437.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -278485.406250 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -278485.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -278528.156250 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -278528.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -278558.375000 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -278558.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -278582.750000 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -278582.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -278602.781250 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -278602.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -278622.687500 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -278622.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -278636.312500 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -278636.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -278648.468750 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -278648.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -278655.468750 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -278655.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -278660.218750 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -278660.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -278665.781250 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -278665.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -278671.125000 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -278671.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -278675.437500 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -278675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -278684.531250 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -278684.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -278691.312500 Penalty: 2519.648438
	Iteration 21Q: 3 clusters Score -278691.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -278695.687500 Penalty: 2519.648438
	Iteration 22Q: 3 clusters Score -278695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -278697.625000 Penalty: 2519.648438
	Iteration 23Q: 3 clusters Score -278697.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -278700.781250 Penalty: 2519.648438
	Iteration 24Q: 3 clusters Score -278700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -278704.500000 Penalty: 2519.648438
	Iteration 25Q: 3 clusters Score -278704.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -278706.281250 Penalty: 2519.648438
	Iteration 26Q: 3 clusters Score -278706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -278709.812500 Penalty: 2519.648438
	Iteration 27Q: 3 clusters Score -278709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -278713.468750 Penalty: 2519.648438
	Iteration 28Q: 3 clusters Score -278713.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -278718.906250 Penalty: 2519.648438
	Iteration 29Q: 3 clusters Score -278718.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -278721.562500 Penalty: 2519.648438
	Iteration 30Q: 3 clusters Score -278721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -278724.125000 Penalty: 2519.648438
	Iteration 31Q: 3 clusters Score -278724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -278728.406250 Penalty: 2519.648438
	Iteration 32Q: 3 clusters Score -278728.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -278734.000000 Penalty: 2519.648438
	Iteration 33Q: 3 clusters Score -278734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -278737.812500 Penalty: 2519.648438
	Iteration 34Q: 3 clusters Score -278737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -278740.093750 Penalty: 2519.648438
	Iteration 35Q: 3 clusters Score -278740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -278742.437500 Penalty: 2519.648438
	Iteration 36Q: 3 clusters Score -278742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -278743.500000 Penalty: 2519.648438
	Iteration 37Q: 3 clusters Score -278743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -278746.812500 Penalty: 2519.648438
	Iteration 38Q: 3 clusters Score -278746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -278747.531250 Penalty: 2519.648438
	Iteration 39Q: 3 clusters Score -278747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -278748.812500 Penalty: 2519.648438
	Iteration 40F: 3 clusters Score -278748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -278749.250000 Penalty: 2519.648438
	Iteration 41Q: 3 clusters Score -278749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -278749.250000 Penalty: 2519.648438
	Iteration 42F: 3 clusters Score -278749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -58507.078125 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -58507.08 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 289 members 
Entering Unmasked Estep 
Score: -57474.222656 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -57474.22 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57694.699219 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -57694.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57785.417969 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -57785.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57881.242188 Penalty: 2043.553955
	Iteration 3Q: 3 clusters Score -57881.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57921.453125 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -57921.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57972.742188 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -57972.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -58025.253906 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -58025.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -58042.433594 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -58042.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58090.527344 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -58090.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58140.074219 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -58140.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58159.707031 Penalty: 2043.553955
	Iteration 10Q: 3 clusters Score -58159.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58165.843750 Penalty: 2043.553955
	Iteration 11Q: 3 clusters Score -58165.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58169.355469 Penalty: 2043.553955
	Iteration 12Q: 3 clusters Score -58169.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58170.191406 Penalty: 2043.553955
	Iteration 13Q: 3 clusters Score -58170.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58170.191406 Penalty: 2043.553955
	Iteration 14F: 3 clusters Score -58170.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Entering Unmasked Estep 
Score: -8386098.500000 Penalty: 1797.146362
	Iteration 0F: 2 clusters Score -8386098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -8344371.000000 Penalty: 3594.292725
	Iteration 0F: 3 clusters Score -8344371 nChanged 30134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -8361313.000000 Penalty: 3594.292725
	Iteration 1F: 3 clusters Score -8361313 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -8361971.500000 Penalty: 3594.292725
	Iteration 2Q: 3 clusters Score -8361972 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -8362800.000000 Penalty: 3594.292725
	Iteration 3Q: 3 clusters Score -8362800 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -8363821.500000 Penalty: 3594.292725
	Iteration 4Q: 3 clusters Score -8363822 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -8365049.500000 Penalty: 3594.292725
	Iteration 5Q: 3 clusters Score -8365050 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -8366369.000000 Penalty: 3594.292725
	Iteration 6Q: 3 clusters Score -8366369 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -8367732.500000 Penalty: 3594.292725
	Iteration 7F: 3 clusters Score -8367732 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -8369030.000000 Penalty: 3594.292725
	Iteration 8Q: 3 clusters Score -8369030 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -8369906.500000 Penalty: 3594.292725
	Iteration 9Q: 3 clusters Score -8369906 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -8370564.000000 Penalty: 3594.292725
	Iteration 10Q: 3 clusters Score -8370564 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -8370959.500000 Penalty: 3594.292725
	Iteration 11Q: 3 clusters Score -8370960 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -8371339.000000 Penalty: 3594.292725
	Iteration 12Q: 3 clusters Score -8371339 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -8371580.000000 Penalty: 3594.292725
	Iteration 13Q: 3 clusters Score -8371580 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -8371714.000000 Penalty: 3594.292725
	Iteration 14Q: 3 clusters Score -8371714 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -8371838.500000 Penalty: 3594.292725
	Iteration 15Q: 3 clusters Score -8371838 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -8371912.000000 Penalty: 3594.292725
	Iteration 16Q: 3 clusters Score -8371912 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -8371976.500000 Penalty: 3594.292725
	Iteration 17Q: 3 clusters Score -8371976 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -8371990.500000 Penalty: 3594.292725
	Iteration 18Q: 3 clusters Score -8371990 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -8372053.500000 Penalty: 3594.292725
	Iteration 19Q: 3 clusters Score -8372054 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -8372090.000000 Penalty: 3594.292725
	Iteration 20F: 3 clusters Score -8372090 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -8372132.000000 Penalty: 3594.292725
	Iteration 21Q: 3 clusters Score -8372132 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8372226.000000 Penalty: 3594.292725
	Iteration 22Q: 3 clusters Score -8372226 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -8372291.500000 Penalty: 3594.292725
	Iteration 23Q: 3 clusters Score -8372292 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -8372384.000000 Penalty: 3594.292725
	Iteration 24Q: 3 clusters Score -8372384 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8372504.000000 Penalty: 3594.292725
	Iteration 25Q: 3 clusters Score -8372504 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8372692.500000 Penalty: 3594.292725
	Iteration 26Q: 3 clusters Score -8372692 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -8372988.500000 Penalty: 3594.292725
	Iteration 27Q: 3 clusters Score -8372988 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -8373361.500000 Penalty: 3594.292725
	Iteration 28Q: 3 clusters Score -8373362 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -8373731.000000 Penalty: 3594.292725
	Iteration 29Q: 3 clusters Score -8373731 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -8374234.000000 Penalty: 3594.292725
	Iteration 30Q: 3 clusters Score -8374234 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -8374974.500000 Penalty: 3594.292725
	Iteration 31Q: 3 clusters Score -8374974 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -8375862.500000 Penalty: 3594.292725
	Iteration 32Q: 3 clusters Score -8375862 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -8377000.500000 Penalty: 3594.292725
	Iteration 33Q: 3 clusters Score -8377000 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -8378422.000000 Penalty: 3594.292725
	Iteration 34Q: 3 clusters Score -8378422 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -8379749.500000 Penalty: 3594.292725
	Iteration 35Q: 3 clusters Score -8379750 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -8381021.500000 Penalty: 3594.292725
	Iteration 36Q: 3 clusters Score -8381022 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -8381976.500000 Penalty: 3594.292725
	Iteration 37Q: 3 clusters Score -8381976 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8382497.000000 Penalty: 3594.292725
	Iteration 38Q: 3 clusters Score -8382497 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8382842.000000 Penalty: 3594.292725
	Iteration 39Q: 3 clusters Score -8382842 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8383479.000000 Penalty: 3594.292725
	Iteration 40F: 3 clusters Score -8383479 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8384101.500000 Penalty: 3594.292725
	Iteration 41Q: 3 clusters Score -8384102 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8384342.000000 Penalty: 3594.292725
	Iteration 42Q: 3 clusters Score -8384342 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8384496.500000 Penalty: 3594.292725
	Iteration 43Q: 3 clusters Score -8384496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8384612.000000 Penalty: 3594.292725
	Iteration 44Q: 3 clusters Score -8384612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8384671.500000 Penalty: 3594.292725
	Iteration 45Q: 3 clusters Score -8384672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8384700.000000 Penalty: 3594.292725
	Iteration 46Q: 3 clusters Score -8384700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8384728.000000 Penalty: 3594.292725
	Iteration 47Q: 3 clusters Score -8384728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8384734.000000 Penalty: 3594.292725
	Iteration 48Q: 3 clusters Score -8384734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8384743.500000 Penalty: 3594.292725
	Iteration 49Q: 3 clusters Score -8384744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8384756.000000 Penalty: 3594.292725
	Iteration 50Q: 3 clusters Score -8384756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8384760.000000 Penalty: 3594.292725
	Iteration 51Q: 3 clusters Score -8384760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8384759.000000 Penalty: 3594.292725
	Iteration 52Q: 3 clusters Score -8384759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8384757.000000 Penalty: 3594.292725
	Iteration 53Q: 3 clusters Score -8384757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8384754.000000 Penalty: 3594.292725
	Iteration 54Q: 3 clusters Score -8384754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8384754.000000 Penalty: 3594.292725
	Iteration 55F: 3 clusters Score -8384754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Entering Unmasked Estep 
Score: -3757639.750000 Penalty: 1667.040649
	Iteration 0F: 2 clusters Score -3757640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3738393.250000 Penalty: 3334.081299
	Iteration 0F: 3 clusters Score -3738393 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3745436.000000 Penalty: 3334.081299
	Iteration 1F: 3 clusters Score -3745436 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3745767.000000 Penalty: 3334.081299
	Iteration 2Q: 3 clusters Score -3745767 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3746130.250000 Penalty: 3334.081299
	Iteration 3Q: 3 clusters Score -3746130 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3746656.250000 Penalty: 3334.081299
	Iteration 4Q: 3 clusters Score -3746656 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3747546.250000 Penalty: 3334.081299
	Iteration 5F: 3 clusters Score -3747546 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3748964.500000 Penalty: 3334.081299
	Iteration 6F: 3 clusters Score -3748964 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3750964.500000 Penalty: 3334.081299
	Iteration 7F: 3 clusters Score -3750964 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3753128.000000 Penalty: 3334.081299
	Iteration 8F: 3 clusters Score -3753128 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3754700.000000 Penalty: 3334.081299
	Iteration 9F: 3 clusters Score -3754700 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3755523.250000 Penalty: 3334.081299
	Iteration 10Q: 3 clusters Score -3755523 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3755883.750000 Penalty: 3334.081299
	Iteration 11Q: 3 clusters Score -3755884 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3756016.750000 Penalty: 3334.081299
	Iteration 12Q: 3 clusters Score -3756017 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3756098.750000 Penalty: 3334.081299
	Iteration 13Q: 3 clusters Score -3756099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3756151.250000 Penalty: 3334.081299
	Iteration 14Q: 3 clusters Score -3756151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3756185.250000 Penalty: 3334.081299
	Iteration 15Q: 3 clusters Score -3756185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3756202.750000 Penalty: 3334.081299
	Iteration 16Q: 3 clusters Score -3756203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3756209.750000 Penalty: 3334.081299
	Iteration 17Q: 3 clusters Score -3756210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3756209.250000 Penalty: 3334.081299
	Iteration 18Q: 3 clusters Score -3756209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3756213.500000 Penalty: 3334.081299
	Iteration 19Q: 3 clusters Score -3756214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3756215.250000 Penalty: 3334.081299
	Iteration 20F: 3 clusters Score -3756215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67266 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6639 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83734 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940676.000000 Penalty: 50487.875000
Iteration 199Q: 25 clusters Score -5.394068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67270 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83730 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940664.000000 Penalty: 50487.875000
Iteration 200F: 25 clusters Score -5.394066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67270 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83726 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940664.000000 Penalty: 50487.875000
Iteration 201Q: 25 clusters Score -5.394066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67270 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83725 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940648.000000 Penalty: 50487.875000
Iteration 202Q: 25 clusters Score -5.394065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67271 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83724 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940656.000000 Penalty: 50487.875000
Iteration 203Q: 25 clusters Score -5.394066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67274 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83721 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940652.000000 Penalty: 50487.875000
Iteration 204Q: 25 clusters Score -5.394065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67277 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83718 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940668.000000 Penalty: 50487.875000
Iteration 205Q: 25 clusters Score -5.394067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67278 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83717 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940668.000000 Penalty: 50487.875000
Iteration 206Q: 25 clusters Score -5.394067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67280 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83715 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940668.000000 Penalty: 50487.875000
Iteration 207Q: 25 clusters Score -5.394067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67281 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83714 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940652.000000 Penalty: 50487.875000
Iteration 208Q: 25 clusters Score -5.394065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67281 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83714 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 362 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940652.000000 Penalty: 50487.875000
Iteration 209F: 25 clusters Score -5.394065e+07 nChanged 0
Entering ConstructFrom: 
Score: -53940652.000000 Penalty: 50487.875000
Entering ConstructFrom: 
Trying to split cluster 1 (12774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Entering Unmasked Estep 
Score: -1686960.875000 Penalty: 1536.464600
	Iteration 0F: 2 clusters Score -1686961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1678027.875000 Penalty: 3072.929199
	Iteration 0F: 3 clusters Score -1678028 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1681013.625000 Penalty: 3072.929199
	Iteration 1F: 3 clusters Score -1681014 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1681251.000000 Penalty: 3072.929199
	Iteration 2F: 3 clusters Score -1681251 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1681433.000000 Penalty: 3072.929199
	Iteration 3Q: 3 clusters Score -1681433 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1681582.750000 Penalty: 3072.929199
	Iteration 4Q: 3 clusters Score -1681583 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1681724.250000 Penalty: 3072.929199
	Iteration 5Q: 3 clusters Score -1681724 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1681865.375000 Penalty: 3072.929199
	Iteration 6Q: 3 clusters Score -1681865 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1681995.000000 Penalty: 3072.929199
	Iteration 7Q: 3 clusters Score -1681995 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1682152.125000 Penalty: 3072.929199
	Iteration 8Q: 3 clusters Score -1682152 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1682344.625000 Penalty: 3072.929199
	Iteration 9Q: 3 clusters Score -1682345 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1682550.750000 Penalty: 3072.929199
	Iteration 10Q: 3 clusters Score -1682551 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1682819.875000 Penalty: 3072.929199
	Iteration 11Q: 3 clusters Score -1682820 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1683153.875000 Penalty: 3072.929199
	Iteration 12Q: 3 clusters Score -1683154 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1683542.000000 Penalty: 3072.929199
	Iteration 13Q: 3 clusters Score -1683542 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1683966.250000 Penalty: 3072.929199
	Iteration 14Q: 3 clusters Score -1683966 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1684339.750000 Penalty: 3072.929199
	Iteration 15Q: 3 clusters Score -1684340 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1684675.125000 Penalty: 3072.929199
	Iteration 16Q: 3 clusters Score -1684675 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1684926.750000 Penalty: 3072.929199
	Iteration 17Q: 3 clusters Score -1684927 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1685118.000000 Penalty: 3072.929199
	Iteration 18Q: 3 clusters Score -1685118 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1685250.750000 Penalty: 3072.929199
	Iteration 19Q: 3 clusters Score -1685251 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1685340.000000 Penalty: 3072.929199
	Iteration 20F: 3 clusters Score -1685340 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1685405.250000 Penalty: 3072.929199
	Iteration 21Q: 3 clusters Score -1685405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1685461.250000 Penalty: 3072.929199
	Iteration 22Q: 3 clusters Score -1685461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1685503.625000 Penalty: 3072.929199
	Iteration 23Q: 3 clusters Score -1685504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1685533.750000 Penalty: 3072.929199
	Iteration 24Q: 3 clusters Score -1685534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1685566.500000 Penalty: 3072.929199
	Iteration 25Q: 3 clusters Score -1685566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1685581.875000 Penalty: 3072.929199
	Iteration 26Q: 3 clusters Score -1685582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1685591.375000 Penalty: 3072.929199
	Iteration 27Q: 3 clusters Score -1685591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1685597.875000 Penalty: 3072.929199
	Iteration 28Q: 3 clusters Score -1685598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1685606.000000 Penalty: 3072.929199
	Iteration 29Q: 3 clusters Score -1685606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1685611.625000 Penalty: 3072.929199
	Iteration 30Q: 3 clusters Score -1685612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1685616.125000 Penalty: 3072.929199
	Iteration 31Q: 3 clusters Score -1685616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1685614.875000 Penalty: 3072.929199
	Iteration 32Q: 3 clusters Score -1685615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1685617.375000 Penalty: 3072.929199
	Iteration 33Q: 3 clusters Score -1685617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1685619.000000 Penalty: 3072.929199
	Iteration 34Q: 3 clusters Score -1685619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1685620.250000 Penalty: 3072.929199
	Iteration 35Q: 3 clusters Score -1685620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1685620.250000 Penalty: 3072.929199
	Iteration 36F: 3 clusters Score -1685620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Entering Unmasked Estep 
Score: -1578071.750000 Penalty: 1533.563965
	Iteration 0F: 2 clusters Score -1578072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1569225.500000 Penalty: 3067.127930
	Iteration 0F: 3 clusters Score -1569226 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1572106.125000 Penalty: 3067.127930
	Iteration 1F: 3 clusters Score -1572106 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1572291.875000 Penalty: 3067.127930
	Iteration 2Q: 3 clusters Score -1572292 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1572417.625000 Penalty: 3067.127930
	Iteration 3Q: 3 clusters Score -1572418 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1572531.000000 Penalty: 3067.127930
	Iteration 4Q: 3 clusters Score -1572531 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1572630.500000 Penalty: 3067.127930
	Iteration 5Q: 3 clusters Score -1572630 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1572711.000000 Penalty: 3067.127930
	Iteration 6Q: 3 clusters Score -1572711 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1572778.125000 Penalty: 3067.127930
	Iteration 7Q: 3 clusters Score -1572778 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1572866.125000 Penalty: 3067.127930
	Iteration 8Q: 3 clusters Score -1572866 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1572957.000000 Penalty: 3067.127930
	Iteration 9Q: 3 clusters Score -1572957 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1573062.125000 Penalty: 3067.127930
	Iteration 10Q: 3 clusters Score -1573062 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1573202.750000 Penalty: 3067.127930
	Iteration 11Q: 3 clusters Score -1573203 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1573393.375000 Penalty: 3067.127930
	Iteration 12Q: 3 clusters Score -1573393 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1573651.250000 Penalty: 3067.127930
	Iteration 13Q: 3 clusters Score -1573651 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1574034.250000 Penalty: 3067.127930
	Iteration 14Q: 3 clusters Score -1574034 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1574448.375000 Penalty: 3067.127930
	Iteration 15Q: 3 clusters Score -1574448 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1574888.000000 Penalty: 3067.127930
	Iteration 16Q: 3 clusters Score -1574888 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1575240.875000 Penalty: 3067.127930
	Iteration 17Q: 3 clusters Score -1575241 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1575533.750000 Penalty: 3067.127930
	Iteration 18Q: 3 clusters Score -1575534 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1575768.875000 Penalty: 3067.127930
	Iteration 19Q: 3 clusters Score -1575769 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1575953.750000 Penalty: 3067.127930
	Iteration 20F: 3 clusters Score -1575954 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1576098.500000 Penalty: 3067.127930
	Iteration 21Q: 3 clusters Score -1576098 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1576222.250000 Penalty: 3067.127930
	Iteration 22Q: 3 clusters Score -1576222 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1576334.250000 Penalty: 3067.127930
	Iteration 23Q: 3 clusters Score -1576334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1576411.500000 Penalty: 3067.127930
	Iteration 24Q: 3 clusters Score -1576412 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1576465.125000 Penalty: 3067.127930
	Iteration 25Q: 3 clusters Score -1576465 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1576518.250000 Penalty: 3067.127930
	Iteration 26Q: 3 clusters Score -1576518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1576571.125000 Penalty: 3067.127930
	Iteration 27Q: 3 clusters Score -1576571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1576620.500000 Penalty: 3067.127930
	Iteration 28Q: 3 clusters Score -1576620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1576671.625000 Penalty: 3067.127930
	Iteration 29Q: 3 clusters Score -1576672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1576690.875000 Penalty: 3067.127930
	Iteration 30Q: 3 clusters Score -1576691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1576705.625000 Penalty: 3067.127930
	Iteration 31Q: 3 clusters Score -1576706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1576712.125000 Penalty: 3067.127930
	Iteration 32Q: 3 clusters Score -1576712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1576721.625000 Penalty: 3067.127930
	Iteration 33Q: 3 clusters Score -1576722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1576722.875000 Penalty: 3067.127930
	Iteration 34Q: 3 clusters Score -1576723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1576725.500000 Penalty: 3067.127930
	Iteration 35Q: 3 clusters Score -1576726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1576727.625000 Penalty: 3067.127930
	Iteration 36Q: 3 clusters Score -1576728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1576727.625000 Penalty: 3067.127930
	Iteration 37F: 3 clusters Score -1576728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Entering Unmasked Estep 
Score: -2363046.750000 Penalty: 1591.117798
	Iteration 0F: 2 clusters Score -2363047 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 8933 members 
Entering Unmasked Estep 
Score: -2350682.500000 Penalty: 3182.235596
	Iteration 0F: 3 clusters Score -2350682 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2355043.750000 Penalty: 3182.235596
	Iteration 1F: 3 clusters Score -2355044 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2355302.500000 Penalty: 3182.235596
	Iteration 2Q: 3 clusters Score -2355302 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2355493.750000 Penalty: 3182.235596
	Iteration 3Q: 3 clusters Score -2355494 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2355639.750000 Penalty: 3182.235596
	Iteration 4Q: 3 clusters Score -2355640 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2355777.000000 Penalty: 3182.235596
	Iteration 5Q: 3 clusters Score -2355777 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2355898.250000 Penalty: 3182.235596
	Iteration 6Q: 3 clusters Score -2355898 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2356032.000000 Penalty: 3182.235596
	Iteration 7Q: 3 clusters Score -2356032 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2356165.750000 Penalty: 3182.235596
	Iteration 8Q: 3 clusters Score -2356166 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2356327.250000 Penalty: 3182.235596
	Iteration 9Q: 3 clusters Score -2356327 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2356504.750000 Penalty: 3182.235596
	Iteration 10Q: 3 clusters Score -2356505 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2356721.250000 Penalty: 3182.235596
	Iteration 11Q: 3 clusters Score -2356721 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2357009.500000 Penalty: 3182.235596
	Iteration 12Q: 3 clusters Score -2357010 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2357388.000000 Penalty: 3182.235596
	Iteration 13Q: 3 clusters Score -2357388 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2357935.250000 Penalty: 3182.235596
	Iteration 14F: 3 clusters Score -2357935 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2358595.250000 Penalty: 3182.235596
	Iteration 15F: 3 clusters Score -2358595 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2359420.250000 Penalty: 3182.235596
	Iteration 16F: 3 clusters Score -2359420 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2360221.500000 Penalty: 3182.235596
	Iteration 17F: 3 clusters Score -2360222 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2360844.000000 Penalty: 3182.235596
	Iteration 18Q: 3 clusters Score -2360844 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2361244.000000 Penalty: 3182.235596
	Iteration 19Q: 3 clusters Score -2361244 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2361455.000000 Penalty: 3182.235596
	Iteration 20F: 3 clusters Score -2361455 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2361557.250000 Penalty: 3182.235596
	Iteration 21Q: 3 clusters Score -2361557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2361630.500000 Penalty: 3182.235596
	Iteration 22Q: 3 clusters Score -2361630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2361670.000000 Penalty: 3182.235596
	Iteration 23Q: 3 clusters Score -2361670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2361694.000000 Penalty: 3182.235596
	Iteration 24Q: 3 clusters Score -2361694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2361705.750000 Penalty: 3182.235596
	Iteration 25Q: 3 clusters Score -2361706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2361712.750000 Penalty: 3182.235596
	Iteration 26Q: 3 clusters Score -2361713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2361718.500000 Penalty: 3182.235596
	Iteration 27Q: 3 clusters Score -2361718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2361727.000000 Penalty: 3182.235596
	Iteration 28Q: 3 clusters Score -2361727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2361735.500000 Penalty: 3182.235596
	Iteration 29Q: 3 clusters Score -2361736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2361738.750000 Penalty: 3182.235596
	Iteration 30Q: 3 clusters Score -2361739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2361746.500000 Penalty: 3182.235596
	Iteration 31Q: 3 clusters Score -2361746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2361746.000000 Penalty: 3182.235596
	Iteration 32Q: 3 clusters Score -2361746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2361748.500000 Penalty: 3182.235596
	Iteration 33Q: 3 clusters Score -2361748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2361754.500000 Penalty: 3182.235596
	Iteration 34Q: 3 clusters Score -2361754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2361758.250000 Penalty: 3182.235596
	Iteration 35Q: 3 clusters Score -2361758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2361762.750000 Penalty: 3182.235596
	Iteration 36Q: 3 clusters Score -2361763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2361762.750000 Penalty: 3182.235596
	Iteration 37F: 3 clusters Score -2361763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Entering Unmasked Estep 
Score: -8839518.000000 Penalty: 1806.452881
	Iteration 0F: 2 clusters Score -8839518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -8795463.000000 Penalty: 3612.905762
	Iteration 0F: 3 clusters Score -8795463 nChanged 31829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -8813558.000000 Penalty: 3612.905762
	Iteration 1F: 3 clusters Score -8813558 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -8814008.000000 Penalty: 3612.905762
	Iteration 2Q: 3 clusters Score -8814008 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -8814611.000000 Penalty: 3612.905762
	Iteration 3Q: 3 clusters Score -8814611 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -8815239.000000 Penalty: 3612.905762
	Iteration 4Q: 3 clusters Score -8815239 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -8816095.000000 Penalty: 3612.905762
	Iteration 5Q: 3 clusters Score -8816095 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -8817236.000000 Penalty: 3612.905762
	Iteration 6Q: 3 clusters Score -8817236 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -8818770.000000 Penalty: 3612.905762
	Iteration 7Q: 3 clusters Score -8818770 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -8820738.000000 Penalty: 3612.905762
	Iteration 8Q: 3 clusters Score -8820738 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -8823047.000000 Penalty: 3612.905762
	Iteration 9F: 3 clusters Score -8823047 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8825326.000000 Penalty: 3612.905762
	Iteration 10F: 3 clusters Score -8825326 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -8827254.000000 Penalty: 3612.905762
	Iteration 11Q: 3 clusters Score -8827254 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -8828782.000000 Penalty: 3612.905762
	Iteration 12Q: 3 clusters Score -8828782 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -8830060.000000 Penalty: 3612.905762
	Iteration 13Q: 3 clusters Score -8830060 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -8831248.000000 Penalty: 3612.905762
	Iteration 14Q: 3 clusters Score -8831248 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -8832334.000000 Penalty: 3612.905762
	Iteration 15Q: 3 clusters Score -8832334 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -8833376.000000 Penalty: 3612.905762
	Iteration 16Q: 3 clusters Score -8833376 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -8834289.000000 Penalty: 3612.905762
	Iteration 17Q: 3 clusters Score -8834289 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -8835149.000000 Penalty: 3612.905762
	Iteration 18Q: 3 clusters Score -8835149 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -8835931.000000 Penalty: 3612.905762
	Iteration 19Q: 3 clusters Score -8835931 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -8836505.000000 Penalty: 3612.905762
	Iteration 20F: 3 clusters Score -8836505 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -8836978.000000 Penalty: 3612.905762
	Iteration 21Q: 3 clusters Score -8836978 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -8837293.000000 Penalty: 3612.905762
	Iteration 22Q: 3 clusters Score -8837293 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -8837521.000000 Penalty: 3612.905762
	Iteration 23Q: 3 clusters Score -8837521 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -8837674.000000 Penalty: 3612.905762
	Iteration 24Q: 3 clusters Score -8837674 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -8837816.000000 Penalty: 3612.905762
	Iteration 25Q: 3 clusters Score -8837816 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -8837929.000000 Penalty: 3612.905762
	Iteration 26Q: 3 clusters Score -8837929 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -8837970.000000 Penalty: 3612.905762
	Iteration 27Q: 3 clusters Score -8837970 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -8838009.000000 Penalty: 3612.905762
	Iteration 28Q: 3 clusters Score -8838009 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -8838067.000000 Penalty: 3612.905762
	Iteration 29Q: 3 clusters Score -8838067 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -8838098.000000 Penalty: 3612.905762
	Iteration 30Q: 3 clusters Score -8838098 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -8838122.000000 Penalty: 3612.905762
	Iteration 31Q: 3 clusters Score -8838122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -8838129.000000 Penalty: 3612.905762
	Iteration 32Q: 3 clusters Score -8838129 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -8838164.000000 Penalty: 3612.905762
	Iteration 33Q: 3 clusters Score -8838164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -8838177.000000 Penalty: 3612.905762
	Iteration 34Q: 3 clusters Score -8838177 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -8838201.000000 Penalty: 3612.905762
	Iteration 35Q: 3 clusters Score -8838201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -8838212.000000 Penalty: 3612.905762
	Iteration 36Q: 3 clusters Score -8838212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -8838218.000000 Penalty: 3612.905762
	Iteration 37Q: 3 clusters Score -8838218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -8838212.000000 Penalty: 3612.905762
	Iteration 38Q: 3 clusters Score -8838212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -8838216.000000 Penalty: 3612.905762
	Iteration 39Q: 3 clusters Score -8838216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -8838221.000000 Penalty: 3612.905762
	Iteration 40F: 3 clusters Score -8838221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 66088 members 
Entering Unmasked Estep 
Score: -8838215.000000 Penalty: 3612.905762
	Iteration 41Q: 3 clusters Score -8838215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -8838227.000000 Penalty: 3612.905762
	Iteration 42Q: 3 clusters Score -8838227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -8838229.000000 Penalty: 3612.905762
	Iteration 43Q: 3 clusters Score -8838229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -8838222.000000 Penalty: 3612.905762
	Iteration 44Q: 3 clusters Score -8838222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -8838231.000000 Penalty: 3612.905762
	Iteration 45Q: 3 clusters Score -8838231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -8838231.000000 Penalty: 3612.905762
	Iteration 46Q: 3 clusters Score -8838231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -8838237.000000 Penalty: 3612.905762
	Iteration 47Q: 3 clusters Score -8838237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -8838230.000000 Penalty: 3612.905762
	Iteration 48Q: 3 clusters Score -8838230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -8838227.000000 Penalty: 3612.905762
	Iteration 49Q: 3 clusters Score -8838227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -8838229.000000 Penalty: 3612.905762
	Iteration 50Q: 3 clusters Score -8838229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -8838243.000000 Penalty: 3612.905762
	Iteration 51Q: 3 clusters Score -8838243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -8838239.000000 Penalty: 3612.905762
	Iteration 52Q: 3 clusters Score -8838239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -8838241.000000 Penalty: 3612.905762
	Iteration 53Q: 3 clusters Score -8838241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -8838241.000000 Penalty: 3612.905762
	Iteration 54Q: 3 clusters Score -8838241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -8838235.000000 Penalty: 3612.905762
	Iteration 55Q: 3 clusters Score -8838235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -8838235.000000 Penalty: 3612.905762
	Iteration 56F: 3 clusters Score -8838235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Entering Unmasked Estep 
Score: -7156641.500000 Penalty: 1771.784912
	Iteration 0F: 2 clusters Score -7156642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -7120380.500000 Penalty: 3543.569824
	Iteration 0F: 3 clusters Score -7120380 nChanged 25506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -7134851.000000 Penalty: 3543.569824
	Iteration 1F: 3 clusters Score -7134851 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -7135347.500000 Penalty: 3543.569824
	Iteration 2Q: 3 clusters Score -7135348 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -7135922.000000 Penalty: 3543.569824
	Iteration 3Q: 3 clusters Score -7135922 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -7136796.000000 Penalty: 3543.569824
	Iteration 4Q: 3 clusters Score -7136796 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -7138139.000000 Penalty: 3543.569824
	Iteration 5Q: 3 clusters Score -7138139 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -7140095.000000 Penalty: 3543.569824
	Iteration 6F: 3 clusters Score -7140095 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -7142895.000000 Penalty: 3543.569824
	Iteration 7F: 3 clusters Score -7142895 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -7146313.500000 Penalty: 3543.569824
	Iteration 8F: 3 clusters Score -7146314 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -7149799.000000 Penalty: 3543.569824
	Iteration 9F: 3 clusters Score -7149799 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7152321.000000 Penalty: 3543.569824
	Iteration 10F: 3 clusters Score -7152321 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7153791.500000 Penalty: 3543.569824
	Iteration 11Q: 3 clusters Score -7153792 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7154461.500000 Penalty: 3543.569824
	Iteration 12Q: 3 clusters Score -7154462 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7154774.000000 Penalty: 3543.569824
	Iteration 13Q: 3 clusters Score -7154774 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7154915.000000 Penalty: 3543.569824
	Iteration 14Q: 3 clusters Score -7154915 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7154990.500000 Penalty: 3543.569824
	Iteration 15Q: 3 clusters Score -7154990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7155039.000000 Penalty: 3543.569824
	Iteration 16Q: 3 clusters Score -7155039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7155071.500000 Penalty: 3543.569824
	Iteration 17Q: 3 clusters Score -7155072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7155102.500000 Penalty: 3543.569824
	Iteration 18Q: 3 clusters Score -7155102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7155128.000000 Penalty: 3543.569824
	Iteration 19Q: 3 clusters Score -7155128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7155148.000000 Penalty: 3543.569824
	Iteration 20F: 3 clusters Score -7155148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7155168.500000 Penalty: 3543.569824
	Iteration 21Q: 3 clusters Score -7155168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7155178.500000 Penalty: 3543.569824
	Iteration 22Q: 3 clusters Score -7155178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7155193.000000 Penalty: 3543.569824
	Iteration 23Q: 3 clusters Score -7155193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7155203.000000 Penalty: 3543.569824
	Iteration 24Q: 3 clusters Score -7155203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7155211.500000 Penalty: 3543.569824
	Iteration 25Q: 3 clusters Score -7155212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7155215.500000 Penalty: 3543.569824
	Iteration 26Q: 3 clusters Score -7155216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7155222.500000 Penalty: 3543.569824
	Iteration 27Q: 3 clusters Score -7155222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7155220.500000 Penalty: 3543.569824
	Iteration 28Q: 3 clusters Score -7155220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7155222.000000 Penalty: 3543.569824
	Iteration 29Q: 3 clusters Score -7155222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7155222.000000 Penalty: 3543.569824
	Iteration 30Q: 3 clusters Score -7155222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7155224.000000 Penalty: 3543.569824
	Iteration 31Q: 3 clusters Score -7155224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7155225.000000 Penalty: 3543.569824
	Iteration 32Q: 3 clusters Score -7155225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7155229.500000 Penalty: 3543.569824
	Iteration 33Q: 3 clusters Score -7155230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7155233.000000 Penalty: 3543.569824
	Iteration 34Q: 3 clusters Score -7155233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7155235.500000 Penalty: 3543.569824
	Iteration 35Q: 3 clusters Score -7155236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7155236.000000 Penalty: 3543.569824
	Iteration 36Q: 3 clusters Score -7155236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7155241.000000 Penalty: 3543.569824
	Iteration 37Q: 3 clusters Score -7155241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7155246.000000 Penalty: 3543.569824
	Iteration 38Q: 3 clusters Score -7155246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7155247.000000 Penalty: 3543.569824
	Iteration 39Q: 3 clusters Score -7155247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7155250.000000 Penalty: 3543.569824
	Iteration 40F: 3 clusters Score -7155250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7155254.000000 Penalty: 3543.569824
	Iteration 41Q: 3 clusters Score -7155254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7155257.500000 Penalty: 3543.569824
	Iteration 42Q: 3 clusters Score -7155258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7155255.500000 Penalty: 3543.569824
	Iteration 43Q: 3 clusters Score -7155256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7155258.000000 Penalty: 3543.569824
	Iteration 44Q: 3 clusters Score -7155258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7155258.000000 Penalty: 3543.569824
	Iteration 45F: 3 clusters Score -7155258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -178923.250000 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -178923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -177190.296875 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -177190.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177528.078125 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -177528.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -177604.750000 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -177604.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -177644.796875 Penalty: 2359.212646
	Iteration 3Q: 3 clusters Score -177644.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -177679.937500 Penalty: 2359.212646
	Iteration 4Q: 3 clusters Score -177679.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -177706.984375 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -177707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -177720.906250 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -177720.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -177736.000000 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -177736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -177744.453125 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -177744.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -177750.640625 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -177750.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -177757.531250 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -177757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177762.437500 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -177762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177765.781250 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -177765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -177768.828125 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -177768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177771.531250 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -177771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -177773.171875 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -177773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -177776.390625 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -177776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -177776.718750 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -177776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -177777.250000 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -177777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -177778.046875 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -177778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -177778.359375 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -177778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -177779.828125 Penalty: 2359.212646
	Iteration 21Q: 3 clusters Score -177779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -177780.750000 Penalty: 2359.212646
	Iteration 22Q: 3 clusters Score -177780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -177782.031250 Penalty: 2359.212646
	Iteration 23Q: 3 clusters Score -177782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -177784.078125 Penalty: 2359.212646
	Iteration 24Q: 3 clusters Score -177784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -177784.078125 Penalty: 2359.212646
	Iteration 25F: 3 clusters Score -177784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Entering Unmasked Estep 
Score: -969155.812500 Penalty: 1446.936157
	Iteration 0F: 2 clusters Score -969155.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -963665.750000 Penalty: 2893.872314
	Iteration 0F: 3 clusters Score -963665.8 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -965304.000000 Penalty: 2893.872314
	Iteration 1F: 3 clusters Score -965304 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -965512.125000 Penalty: 2893.872314
	Iteration 2F: 3 clusters Score -965512.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -965672.750000 Penalty: 2893.872314
	Iteration 3F: 3 clusters Score -965672.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -965795.812500 Penalty: 2893.872314
	Iteration 4Q: 3 clusters Score -965795.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -965915.125000 Penalty: 2893.872314
	Iteration 5Q: 3 clusters Score -965915.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -966041.500000 Penalty: 2893.872314
	Iteration 6Q: 3 clusters Score -966041.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -966196.500000 Penalty: 2893.872314
	Iteration 7Q: 3 clusters Score -966196.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -966372.187500 Penalty: 2893.872314
	Iteration 8Q: 3 clusters Score -966372.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -966556.062500 Penalty: 2893.872314
	Iteration 9Q: 3 clusters Score -966556.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -966771.937500 Penalty: 2893.872314
	Iteration 10Q: 3 clusters Score -966771.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -966964.187500 Penalty: 2893.872314
	Iteration 11Q: 3 clusters Score -966964.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -967137.562500 Penalty: 2893.872314
	Iteration 12Q: 3 clusters Score -967137.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -967282.000000 Penalty: 2893.872314
	Iteration 13Q: 3 clusters Score -967282 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -967413.625000 Penalty: 2893.872314
	Iteration 14Q: 3 clusters Score -967413.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -967523.750000 Penalty: 2893.872314
	Iteration 15Q: 3 clusters Score -967523.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -967617.437500 Penalty: 2893.872314
	Iteration 16Q: 3 clusters Score -967617.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -967685.375000 Penalty: 2893.872314
	Iteration 17Q: 3 clusters Score -967685.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -967742.500000 Penalty: 2893.872314
	Iteration 18Q: 3 clusters Score -967742.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -967770.062500 Penalty: 2893.872314
	Iteration 19Q: 3 clusters Score -967770.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -967784.125000 Penalty: 2893.872314
	Iteration 20F: 3 clusters Score -967784.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -967810.375000 Penalty: 2893.872314
	Iteration 21Q: 3 clusters Score -967810.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -967824.750000 Penalty: 2893.872314
	Iteration 22Q: 3 clusters Score -967824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -967833.750000 Penalty: 2893.872314
	Iteration 23Q: 3 clusters Score -967833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -967836.437500 Penalty: 2893.872314
	Iteration 24Q: 3 clusters Score -967836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -967840.000000 Penalty: 2893.872314
	Iteration 25Q: 3 clusters Score -967840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -967840.000000 Penalty: 2893.872314
	Iteration 26F: 3 clusters Score -967840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -109210.484375 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -109210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107824.257812 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -107824.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108055.171875 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -108055.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108146.867188 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -108146.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108183.148438 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -108183.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108199.742188 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -108199.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108210.867188 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -108210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108214.156250 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -108214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108218.296875 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -108218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108221.007812 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -108221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -108222.656250 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -108222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -108222.656250 Penalty: 2211.499756
	Iteration 10F: 3 clusters Score -108222.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -162368.046875 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -162368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -160747.171875 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -160747.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161025.968750 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -161026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -161110.156250 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -161110.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161148.312500 Penalty: 2313.618652
	Iteration 3Q: 3 clusters Score -161148.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -161176.875000 Penalty: 2313.618652
	Iteration 4Q: 3 clusters Score -161176.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161196.062500 Penalty: 2313.618652
	Iteration 5Q: 3 clusters Score -161196.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -161205.812500 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -161205.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -161218.953125 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -161219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -161226.515625 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -161226.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -161229.312500 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -161229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -161231.656250 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -161231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161232.671875 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -161232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161233.031250 Penalty: 2313.618652
	Iteration 12Q: 3 clusters Score -161233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161234.421875 Penalty: 2313.618652
	Iteration 13Q: 3 clusters Score -161234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161237.046875 Penalty: 2313.618652
	Iteration 14Q: 3 clusters Score -161237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161238.593750 Penalty: 2313.618652
	Iteration 15Q: 3 clusters Score -161238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161239.109375 Penalty: 2313.618652
	Iteration 16Q: 3 clusters Score -161239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161239.703125 Penalty: 2313.618652
	Iteration 17Q: 3 clusters Score -161239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161239.703125 Penalty: 2313.618652
	Iteration 18F: 3 clusters Score -161239.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8556.804688 Penalty: 743.390503
	Iteration 0F: 2 clusters Score -8556.805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8046.750000 Penalty: 1486.781006
	Iteration 0F: 3 clusters Score -8046.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8067.693848 Penalty: 1486.781006
	Iteration 1F: 3 clusters Score -8067.694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8089.094727 Penalty: 1486.781006
	Iteration 2Q: 3 clusters Score -8089.095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8089.094727 Penalty: 1486.781006
	Iteration 3F: 3 clusters Score -8089.095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -92655.601562 Penalty: 1084.205322
	Iteration 0F: 2 clusters Score -92655.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91375.664062 Penalty: 2168.410645
	Iteration 0F: 3 clusters Score -91375.66 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91592.242188 Penalty: 2168.410645
	Iteration 1F: 3 clusters Score -91592.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91659.648438 Penalty: 2168.410645
	Iteration 2F: 3 clusters Score -91659.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91696.039062 Penalty: 2168.410645
	Iteration 3Q: 3 clusters Score -91696.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91711.515625 Penalty: 2168.410645
	Iteration 4Q: 3 clusters Score -91711.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91717.859375 Penalty: 2168.410645
	Iteration 5Q: 3 clusters Score -91717.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91728.117188 Penalty: 2168.410645
	Iteration 6Q: 3 clusters Score -91728.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91735.664062 Penalty: 2168.410645
	Iteration 7Q: 3 clusters Score -91735.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91747.257812 Penalty: 2168.410645
	Iteration 8Q: 3 clusters Score -91747.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91753.906250 Penalty: 2168.410645
	Iteration 9Q: 3 clusters Score -91753.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91755.117188 Penalty: 2168.410645
	Iteration 10Q: 3 clusters Score -91755.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91756.789062 Penalty: 2168.410645
	Iteration 11Q: 3 clusters Score -91756.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91760.031250 Penalty: 2168.410645
	Iteration 12Q: 3 clusters Score -91760.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91765.109375 Penalty: 2168.410645
	Iteration 13Q: 3 clusters Score -91765.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91767.210938 Penalty: 2168.410645
	Iteration 14Q: 3 clusters Score -91767.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91771.312500 Penalty: 2168.410645
	Iteration 15Q: 3 clusters Score -91771.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91780.984375 Penalty: 2168.410645
	Iteration 16Q: 3 clusters Score -91780.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91781.976562 Penalty: 2168.410645
	Iteration 17Q: 3 clusters Score -91781.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91784.226562 Penalty: 2168.410645
	Iteration 18Q: 3 clusters Score -91784.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -91786.234375 Penalty: 2168.410645
	Iteration 19Q: 3 clusters Score -91786.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -91790.351562 Penalty: 2168.410645
	Iteration 20F: 3 clusters Score -91790.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91792.937500 Penalty: 2168.410645
	Iteration 21Q: 3 clusters Score -91792.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91794.859375 Penalty: 2168.410645
	Iteration 22Q: 3 clusters Score -91794.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91794.859375 Penalty: 2168.410645
	Iteration 23F: 3 clusters Score -91794.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Entering Unmasked Estep 
Score: -2710785.250000 Penalty: 1613.154907
	Iteration 0F: 2 clusters Score -2710785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2696801.250000 Penalty: 3226.309814
	Iteration 0F: 3 clusters Score -2696801 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2701767.000000 Penalty: 3226.309814
	Iteration 1F: 3 clusters Score -2701767 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2702049.500000 Penalty: 3226.309814
	Iteration 2Q: 3 clusters Score -2702050 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2702245.250000 Penalty: 3226.309814
	Iteration 3Q: 3 clusters Score -2702245 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2702382.000000 Penalty: 3226.309814
	Iteration 4Q: 3 clusters Score -2702382 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2702506.250000 Penalty: 3226.309814
	Iteration 5Q: 3 clusters Score -2702506 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2702608.000000 Penalty: 3226.309814
	Iteration 6Q: 3 clusters Score -2702608 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2702697.750000 Penalty: 3226.309814
	Iteration 7Q: 3 clusters Score -2702698 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2702783.500000 Penalty: 3226.309814
	Iteration 8Q: 3 clusters Score -2702784 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2702868.000000 Penalty: 3226.309814
	Iteration 9Q: 3 clusters Score -2702868 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2702915.750000 Penalty: 3226.309814
	Iteration 10Q: 3 clusters Score -2702916 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2702989.250000 Penalty: 3226.309814
	Iteration 11Q: 3 clusters Score -2702989 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2703045.750000 Penalty: 3226.309814
	Iteration 12Q: 3 clusters Score -2703046 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2703146.250000 Penalty: 3226.309814
	Iteration 13Q: 3 clusters Score -2703146 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2703280.500000 Penalty: 3226.309814
	Iteration 14Q: 3 clusters Score -2703280 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2703470.750000 Penalty: 3226.309814
	Iteration 15Q: 3 clusters Score -2703471 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2703769.000000 Penalty: 3226.309814
	Iteration 16Q: 3 clusters Score -2703769 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2704303.250000 Penalty: 3226.309814
	Iteration 17Q: 3 clusters Score -2704303 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2705082.750000 Penalty: 3226.309814
	Iteration 18F: 3 clusters Score -2705083 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2706143.750000 Penalty: 3226.309814
	Iteration 19F: 3 clusters Score -2706144 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2707333.500000 Penalty: 3226.309814
	Iteration 20F: 3 clusters Score -2707334 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2708283.250000 Penalty: 3226.309814
	Iteration 21F: 3 clusters Score -2708283 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2708833.250000 Penalty: 3226.309814
	Iteration 22Q: 3 clusters Score -2708833 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2709114.000000 Penalty: 3226.309814
	Iteration 23Q: 3 clusters Score -2709114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2709255.250000 Penalty: 3226.309814
	Iteration 24Q: 3 clusters Score -2709255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2709324.250000 Penalty: 3226.309814
	Iteration 25Q: 3 clusters Score -2709324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2709353.500000 Penalty: 3226.309814
	Iteration 26Q: 3 clusters Score -2709354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2709370.000000 Penalty: 3226.309814
	Iteration 27Q: 3 clusters Score -2709370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2709379.500000 Penalty: 3226.309814
	Iteration 28Q: 3 clusters Score -2709380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2709385.250000 Penalty: 3226.309814
	Iteration 29Q: 3 clusters Score -2709385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2709389.750000 Penalty: 3226.309814
	Iteration 30Q: 3 clusters Score -2709390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2709401.750000 Penalty: 3226.309814
	Iteration 31Q: 3 clusters Score -2709402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2709400.750000 Penalty: 3226.309814
	Iteration 32Q: 3 clusters Score -2709401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2709404.750000 Penalty: 3226.309814
	Iteration 33Q: 3 clusters Score -2709405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2709410.500000 Penalty: 3226.309814
	Iteration 34Q: 3 clusters Score -2709410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2709421.500000 Penalty: 3226.309814
	Iteration 35Q: 3 clusters Score -2709422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2709431.250000 Penalty: 3226.309814
	Iteration 36Q: 3 clusters Score -2709431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2709436.250000 Penalty: 3226.309814
	Iteration 37Q: 3 clusters Score -2709436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2709436.500000 Penalty: 3226.309814
	Iteration 38Q: 3 clusters Score -2709436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2709436.500000 Penalty: 3226.309814
	Iteration 39F: 3 clusters Score -2709436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Entering Unmasked Estep 
Score: -502784.312500 Penalty: 1339.234009
	Iteration 0F: 2 clusters Score -502784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -499558.031250 Penalty: 2678.468018
	Iteration 0F: 3 clusters Score -499558 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -500330.781250 Penalty: 2678.468018
	Iteration 1F: 3 clusters Score -500330.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -500500.125000 Penalty: 2678.468018
	Iteration 2F: 3 clusters Score -500500.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -500603.781250 Penalty: 2678.468018
	Iteration 3F: 3 clusters Score -500603.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -500678.875000 Penalty: 2678.468018
	Iteration 4Q: 3 clusters Score -500678.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -500732.968750 Penalty: 2678.468018
	Iteration 5Q: 3 clusters Score -500733 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -500774.968750 Penalty: 2678.468018
	Iteration 6Q: 3 clusters Score -500775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -500809.031250 Penalty: 2678.468018
	Iteration 7Q: 3 clusters Score -500809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -500832.968750 Penalty: 2678.468018
	Iteration 8Q: 3 clusters Score -500833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -500860.750000 Penalty: 2678.468018
	Iteration 9Q: 3 clusters Score -500860.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -500892.281250 Penalty: 2678.468018
	Iteration 10Q: 3 clusters Score -500892.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -500921.312500 Penalty: 2678.468018
	Iteration 11Q: 3 clusters Score -500921.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -500958.156250 Penalty: 2678.468018
	Iteration 12Q: 3 clusters Score -500958.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -501000.437500 Penalty: 2678.468018
	Iteration 13Q: 3 clusters Score -501000.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -501044.375000 Penalty: 2678.468018
	Iteration 14Q: 3 clusters Score -501044.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -501096.406250 Penalty: 2678.468018
	Iteration 15Q: 3 clusters Score -501096.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -501153.718750 Penalty: 2678.468018
	Iteration 16Q: 3 clusters Score -501153.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -501225.718750 Penalty: 2678.468018
	Iteration 17Q: 3 clusters Score -501225.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -501296.312500 Penalty: 2678.468018
	Iteration 18Q: 3 clusters Score -501296.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -501368.062500 Penalty: 2678.468018
	Iteration 19Q: 3 clusters Score -501368.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -501426.437500 Penalty: 2678.468018
	Iteration 20F: 3 clusters Score -501426.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -501462.125000 Penalty: 2678.468018
	Iteration 21Q: 3 clusters Score -501462.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -501497.812500 Penalty: 2678.468018
	Iteration 22Q: 3 clusters Score -501497.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -501533.500000 Penalty: 2678.468018
	Iteration 23Q: 3 clusters Score -501533.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -501557.187500 Penalty: 2678.468018
	Iteration 24Q: 3 clusters Score -501557.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -501586.656250 Penalty: 2678.468018
	Iteration 25Q: 3 clusters Score -501586.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -501607.156250 Penalty: 2678.468018
	Iteration 26Q: 3 clusters Score -501607.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -501619.937500 Penalty: 2678.468018
	Iteration 27Q: 3 clusters Score -501619.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -501629.031250 Penalty: 2678.468018
	Iteration 28Q: 3 clusters Score -501629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -501635.968750 Penalty: 2678.468018
	Iteration 29Q: 3 clusters Score -501636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -501638.281250 Penalty: 2678.468018
	Iteration 30Q: 3 clusters Score -501638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -501638.750000 Penalty: 2678.468018
	Iteration 31Q: 3 clusters Score -501638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -501639.093750 Penalty: 2678.468018
	Iteration 32Q: 3 clusters Score -501639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -501640.406250 Penalty: 2678.468018
	Iteration 33Q: 3 clusters Score -501640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -501641.468750 Penalty: 2678.468018
	Iteration 34Q: 3 clusters Score -501641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -501642.125000 Penalty: 2678.468018
	Iteration 35Q: 3 clusters Score -501642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -501642.031250 Penalty: 2678.468018
	Iteration 36Q: 3 clusters Score -501642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -501642.687500 Penalty: 2678.468018
	Iteration 37Q: 3 clusters Score -501642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -501643.312500 Penalty: 2678.468018
	Iteration 38Q: 3 clusters Score -501643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -501645.125000 Penalty: 2678.468018
	Iteration 39Q: 3 clusters Score -501645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -501645.531250 Penalty: 2678.468018
	Iteration 40F: 3 clusters Score -501645.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Entering Unmasked Estep 
Score: -2047785.000000 Penalty: 1567.403198
	Iteration 0F: 2 clusters Score -2047785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2037064.625000 Penalty: 3134.806396
	Iteration 0F: 3 clusters Score -2037065 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2040788.250000 Penalty: 3134.806396
	Iteration 1F: 3 clusters Score -2040788 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2041080.000000 Penalty: 3134.806396
	Iteration 2F: 3 clusters Score -2041080 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2041338.375000 Penalty: 3134.806396
	Iteration 3Q: 3 clusters Score -2041338 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2041540.000000 Penalty: 3134.806396
	Iteration 4Q: 3 clusters Score -2041540 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2041746.125000 Penalty: 3134.806396
	Iteration 5Q: 3 clusters Score -2041746 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2041959.875000 Penalty: 3134.806396
	Iteration 6Q: 3 clusters Score -2041960 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2042192.500000 Penalty: 3134.806396
	Iteration 7Q: 3 clusters Score -2042192 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2042541.000000 Penalty: 3134.806396
	Iteration 8Q: 3 clusters Score -2042541 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2042953.125000 Penalty: 3134.806396
	Iteration 9Q: 3 clusters Score -2042953 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2043463.000000 Penalty: 3134.806396
	Iteration 10F: 3 clusters Score -2043463 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2044076.875000 Penalty: 3134.806396
	Iteration 11F: 3 clusters Score -2044077 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2044638.250000 Penalty: 3134.806396
	Iteration 12Q: 3 clusters Score -2044638 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2045215.125000 Penalty: 3134.806396
	Iteration 13Q: 3 clusters Score -2045215 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2045665.125000 Penalty: 3134.806396
	Iteration 14Q: 3 clusters Score -2045665 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2045979.000000 Penalty: 3134.806396
	Iteration 15Q: 3 clusters Score -2045979 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2046159.000000 Penalty: 3134.806396
	Iteration 16Q: 3 clusters Score -2046159 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2046264.125000 Penalty: 3134.806396
	Iteration 17Q: 3 clusters Score -2046264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2046354.250000 Penalty: 3134.806396
	Iteration 18Q: 3 clusters Score -2046354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2046395.250000 Penalty: 3134.806396
	Iteration 19Q: 3 clusters Score -2046395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2046430.250000 Penalty: 3134.806396
	Iteration 20F: 3 clusters Score -2046430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2046451.500000 Penalty: 3134.806396
	Iteration 21Q: 3 clusters Score -2046452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2046464.625000 Penalty: 3134.806396
	Iteration 22Q: 3 clusters Score -2046465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2046471.500000 Penalty: 3134.806396
	Iteration 23Q: 3 clusters Score -2046472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2046474.625000 Penalty: 3134.806396
	Iteration 24Q: 3 clusters Score -2046475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2046477.750000 Penalty: 3134.806396
	Iteration 25Q: 3 clusters Score -2046478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2046479.875000 Penalty: 3134.806396
	Iteration 26Q: 3 clusters Score -2046480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2046479.875000 Penalty: 3134.806396
	Iteration 27F: 3 clusters Score -2046480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -536465.687500 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -536465.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -533022.312500 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -533022.3 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -533911.937500 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -533911.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -534092.625000 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -534092.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -534213.250000 Penalty: 2701.124512
	Iteration 3F: 3 clusters Score -534213.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -534322.812500 Penalty: 2701.124512
	Iteration 4Q: 3 clusters Score -534322.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -534427.000000 Penalty: 2701.124512
	Iteration 5Q: 3 clusters Score -534427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -534523.062500 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -534523.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -534623.625000 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -534623.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -534727.250000 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -534727.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -534851.937500 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -534851.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -534992.312500 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -534992.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -535123.437500 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -535123.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -535228.500000 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -535228.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -535315.250000 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -535315.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -535376.187500 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -535376.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -535416.250000 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -535416.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -535447.875000 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -535447.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -535470.437500 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -535470.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -535485.375000 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -535485.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -535496.000000 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -535496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -535503.375000 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -535503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -535509.625000 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -535509.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -535513.250000 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -535513.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -535518.937500 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -535518.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -535522.500000 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -535522.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -535524.250000 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -535524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -535526.937500 Penalty: 2701.124512
	Iteration 26Q: 3 clusters Score -535526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -535528.062500 Penalty: 2701.124512
	Iteration 27Q: 3 clusters Score -535528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -535530.000000 Penalty: 2701.124512
	Iteration 28Q: 3 clusters Score -535530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -535531.125000 Penalty: 2701.124512
	Iteration 29Q: 3 clusters Score -535531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -535531.187500 Penalty: 2701.124512
	Iteration 30Q: 3 clusters Score -535531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -535531.125000 Penalty: 2701.124512
	Iteration 31Q: 3 clusters Score -535531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -535531.500000 Penalty: 2701.124512
	Iteration 32Q: 3 clusters Score -535531.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -535531.500000 Penalty: 2701.124512
	Iteration 33F: 3 clusters Score -535531.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -836916.062500 Penalty: 1430.140869
	Iteration 0F: 2 clusters Score -836916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -831891.937500 Penalty: 2860.281738
	Iteration 0F: 3 clusters Score -831891.9 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -833449.625000 Penalty: 2860.281738
	Iteration 1F: 3 clusters Score -833449.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -833672.375000 Penalty: 2860.281738
	Iteration 2F: 3 clusters Score -833672.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -833825.812500 Penalty: 2860.281738
	Iteration 3Q: 3 clusters Score -833825.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -833958.250000 Penalty: 2860.281738
	Iteration 4Q: 3 clusters Score -833958.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -834096.000000 Penalty: 2860.281738
	Iteration 5Q: 3 clusters Score -834096 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -834230.562500 Penalty: 2860.281738
	Iteration 6Q: 3 clusters Score -834230.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -834378.687500 Penalty: 2860.281738
	Iteration 7Q: 3 clusters Score -834378.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -834564.437500 Penalty: 2860.281738
	Iteration 8Q: 3 clusters Score -834564.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -834746.312500 Penalty: 2860.281738
	Iteration 9Q: 3 clusters Score -834746.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -834962.312500 Penalty: 2860.281738
	Iteration 10Q: 3 clusters Score -834962.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -835155.937500 Penalty: 2860.281738
	Iteration 11Q: 3 clusters Score -835155.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -835293.812500 Penalty: 2860.281738
	Iteration 12Q: 3 clusters Score -835293.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -835388.062500 Penalty: 2860.281738
	Iteration 13Q: 3 clusters Score -835388.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -835458.062500 Penalty: 2860.281738
	Iteration 14Q: 3 clusters Score -835458.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -835511.625000 Penalty: 2860.281738
	Iteration 15Q: 3 clusters Score -835511.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -835541.812500 Penalty: 2860.281738
	Iteration 16Q: 3 clusters Score -835541.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -835570.625000 Penalty: 2860.281738
	Iteration 17Q: 3 clusters Score -835570.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -835592.250000 Penalty: 2860.281738
	Iteration 18Q: 3 clusters Score -835592.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -835623.437500 Penalty: 2860.281738
	Iteration 19Q: 3 clusters Score -835623.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -835639.750000 Penalty: 2860.281738
	Iteration 20F: 3 clusters Score -835639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -835650.875000 Penalty: 2860.281738
	Iteration 21Q: 3 clusters Score -835650.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -835659.500000 Penalty: 2860.281738
	Iteration 22Q: 3 clusters Score -835659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -835662.812500 Penalty: 2860.281738
	Iteration 23Q: 3 clusters Score -835662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -835665.625000 Penalty: 2860.281738
	Iteration 24Q: 3 clusters Score -835665.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -835666.937500 Penalty: 2860.281738
	Iteration 25Q: 3 clusters Score -835666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -835667.750000 Penalty: 2860.281738
	Iteration 26Q: 3 clusters Score -835667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -835667.750000 Penalty: 2860.281738
	Iteration 27F: 3 clusters Score -835667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -193081.984375 Penalty: 1197.867065
	Iteration 0F: 2 clusters Score -193082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -191274.562500 Penalty: 2395.734131
	Iteration 0F: 3 clusters Score -191274.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -191615.656250 Penalty: 2395.734131
	Iteration 1F: 3 clusters Score -191615.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191706.000000 Penalty: 2395.734131
	Iteration 2F: 3 clusters Score -191706 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -191756.906250 Penalty: 2395.734131
	Iteration 3Q: 3 clusters Score -191756.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191784.312500 Penalty: 2395.734131
	Iteration 4Q: 3 clusters Score -191784.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191801.546875 Penalty: 2395.734131
	Iteration 5Q: 3 clusters Score -191801.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -191814.312500 Penalty: 2395.734131
	Iteration 6Q: 3 clusters Score -191814.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -191823.796875 Penalty: 2395.734131
	Iteration 7Q: 3 clusters Score -191823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -191833.031250 Penalty: 2395.734131
	Iteration 8Q: 3 clusters Score -191833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -191835.890625 Penalty: 2395.734131
	Iteration 9Q: 3 clusters Score -191835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -191836.187500 Penalty: 2395.734131
	Iteration 10Q: 3 clusters Score -191836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -191836.187500 Penalty: 2395.734131
	Iteration 11F: 3 clusters Score -191836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Entering Unmasked Estep 
Score: -11059297.000000 Penalty: 1841.963745
	Iteration 0F: 2 clusters Score -1.10593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -11006614.000000 Penalty: 3683.927490
	Iteration 0F: 3 clusters Score -1.100661e+07 nChanged 39854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -11029151.000000 Penalty: 3683.927490
	Iteration 1F: 3 clusters Score -1.102915e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -11029664.000000 Penalty: 3683.927490
	Iteration 2Q: 3 clusters Score -1.102966e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -11030158.000000 Penalty: 3683.927490
	Iteration 3Q: 3 clusters Score -1.103016e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -11030973.000000 Penalty: 3683.927490
	Iteration 4Q: 3 clusters Score -1.103097e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -11032353.000000 Penalty: 3683.927490
	Iteration 5Q: 3 clusters Score -1.103235e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -11034689.000000 Penalty: 3683.927490
	Iteration 6F: 3 clusters Score -1.103469e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -11038749.000000 Penalty: 3683.927490
	Iteration 7F: 3 clusters Score -1.103875e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -11044436.000000 Penalty: 3683.927490
	Iteration 8F: 3 clusters Score -1.104444e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -11050495.000000 Penalty: 3683.927490
	Iteration 9F: 3 clusters Score -1.10505e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -11054475.000000 Penalty: 3683.927490
	Iteration 10F: 3 clusters Score -1.105448e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -11056302.000000 Penalty: 3683.927490
	Iteration 11Q: 3 clusters Score -1.10563e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -11057072.000000 Penalty: 3683.927490
	Iteration 12Q: 3 clusters Score -1.105707e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -11057358.000000 Penalty: 3683.927490
	Iteration 13Q: 3 clusters Score -1.105736e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -11057519.000000 Penalty: 3683.927490
	Iteration 14Q: 3 clusters Score -1.105752e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -11057584.000000 Penalty: 3683.927490
	Iteration 15Q: 3 clusters Score -1.105758e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -11057622.000000 Penalty: 3683.927490
	Iteration 16Q: 3 clusters Score -1.105762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -11057650.000000 Penalty: 3683.927490
	Iteration 17Q: 3 clusters Score -1.105765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -11057658.000000 Penalty: 3683.927490
	Iteration 18Q: 3 clusters Score -1.105766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -11057663.000000 Penalty: 3683.927490
	Iteration 19Q: 3 clusters Score -1.105766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -11057689.000000 Penalty: 3683.927490
	Iteration 20F: 3 clusters Score -1.105769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -11057681.000000 Penalty: 3683.927490
	Iteration 21Q: 3 clusters Score -1.105768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -11057696.000000 Penalty: 3683.927490
	Iteration 22Q: 3 clusters Score -1.10577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -11057698.000000 Penalty: 3683.927490
	Iteration 23Q: 3 clusters Score -1.10577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -11057694.000000 Penalty: 3683.927490
	Iteration 24Q: 3 clusters Score -1.105769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -11057700.000000 Penalty: 3683.927490
	Iteration 25Q: 3 clusters Score -1.10577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -11057700.000000 Penalty: 3683.927490
	Iteration 26Q: 3 clusters Score -1.10577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -11057708.000000 Penalty: 3683.927490
	Iteration 27Q: 3 clusters Score -1.105771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -11057708.000000 Penalty: 3683.927490
	Iteration 28F: 3 clusters Score -1.105771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Entering Unmasked Estep 
Score: -1417825.125000 Penalty: 1515.906616
	Iteration 0F: 2 clusters Score -1417825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1409899.250000 Penalty: 3031.813232
	Iteration 0F: 3 clusters Score -1409899 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1412452.125000 Penalty: 3031.813232
	Iteration 1F: 3 clusters Score -1412452 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1412759.500000 Penalty: 3031.813232
	Iteration 2F: 3 clusters Score -1412760 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1413064.875000 Penalty: 3031.813232
	Iteration 3F: 3 clusters Score -1413065 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1413415.875000 Penalty: 3031.813232
	Iteration 4F: 3 clusters Score -1413416 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1413758.500000 Penalty: 3031.813232
	Iteration 5F: 3 clusters Score -1413758 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1414111.875000 Penalty: 3031.813232
	Iteration 6F: 3 clusters Score -1414112 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1414463.750000 Penalty: 3031.813232
	Iteration 7F: 3 clusters Score -1414464 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1414764.000000 Penalty: 3031.813232
	Iteration 8Q: 3 clusters Score -1414764 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1414996.250000 Penalty: 3031.813232
	Iteration 9Q: 3 clusters Score -1414996 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1415157.625000 Penalty: 3031.813232
	Iteration 10Q: 3 clusters Score -1415158 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1415278.375000 Penalty: 3031.813232
	Iteration 11Q: 3 clusters Score -1415278 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1415347.125000 Penalty: 3031.813232
	Iteration 12Q: 3 clusters Score -1415347 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1415397.875000 Penalty: 3031.813232
	Iteration 13Q: 3 clusters Score -1415398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1415432.750000 Penalty: 3031.813232
	Iteration 14Q: 3 clusters Score -1415433 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1415461.625000 Penalty: 3031.813232
	Iteration 15Q: 3 clusters Score -1415462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1415483.875000 Penalty: 3031.813232
	Iteration 16Q: 3 clusters Score -1415484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1415517.250000 Penalty: 3031.813232
	Iteration 17Q: 3 clusters Score -1415517 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1415543.500000 Penalty: 3031.813232
	Iteration 18Q: 3 clusters Score -1415544 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1415576.125000 Penalty: 3031.813232
	Iteration 19Q: 3 clusters Score -1415576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1415604.000000 Penalty: 3031.813232
	Iteration 20F: 3 clusters Score -1415604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1415646.000000 Penalty: 3031.813232
	Iteration 21Q: 3 clusters Score -1415646 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1415676.625000 Penalty: 3031.813232
	Iteration 22Q: 3 clusters Score -1415677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1415704.125000 Penalty: 3031.813232
	Iteration 23Q: 3 clusters Score -1415704 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1415743.500000 Penalty: 3031.813232
	Iteration 24Q: 3 clusters Score -1415744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1415787.250000 Penalty: 3031.813232
	Iteration 25Q: 3 clusters Score -1415787 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1415830.875000 Penalty: 3031.813232
	Iteration 26Q: 3 clusters Score -1415831 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1415871.625000 Penalty: 3031.813232
	Iteration 27Q: 3 clusters Score -1415872 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1415909.500000 Penalty: 3031.813232
	Iteration 28Q: 3 clusters Score -1415910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1415945.500000 Penalty: 3031.813232
	Iteration 29Q: 3 clusters Score -1415946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1415978.625000 Penalty: 3031.813232
	Iteration 30Q: 3 clusters Score -1415979 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1416027.000000 Penalty: 3031.813232
	Iteration 31Q: 3 clusters Score -1416027 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1416080.625000 Penalty: 3031.813232
	Iteration 32Q: 3 clusters Score -1416081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1416142.750000 Penalty: 3031.813232
	Iteration 33Q: 3 clusters Score -1416143 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1416206.750000 Penalty: 3031.813232
	Iteration 34Q: 3 clusters Score -1416207 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1416287.250000 Penalty: 3031.813232
	Iteration 35Q: 3 clusters Score -1416287 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1416382.250000 Penalty: 3031.813232
	Iteration 36Q: 3 clusters Score -1416382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1416483.875000 Penalty: 3031.813232
	Iteration 37Q: 3 clusters Score -1416484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1416612.625000 Penalty: 3031.813232
	Iteration 38Q: 3 clusters Score -1416613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1416682.500000 Penalty: 3031.813232
	Iteration 39Q: 3 clusters Score -1416682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1416710.000000 Penalty: 3031.813232
	Iteration 40F: 3 clusters Score -1416710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1416722.500000 Penalty: 3031.813232
	Iteration 41Q: 3 clusters Score -1416722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1416731.750000 Penalty: 3031.813232
	Iteration 42Q: 3 clusters Score -1416732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1416738.875000 Penalty: 3031.813232
	Iteration 43Q: 3 clusters Score -1416739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1416739.000000 Penalty: 3031.813232
	Iteration 44Q: 3 clusters Score -1416739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1416746.000000 Penalty: 3031.813232
	Iteration 45Q: 3 clusters Score -1416746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1416755.625000 Penalty: 3031.813232
	Iteration 46Q: 3 clusters Score -1416756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1416755.500000 Penalty: 3031.813232
	Iteration 47Q: 3 clusters Score -1416756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1416758.500000 Penalty: 3031.813232
	Iteration 48Q: 3 clusters Score -1416758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1416760.000000 Penalty: 3031.813232
	Iteration 49Q: 3 clusters Score -1416760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1416763.875000 Penalty: 3031.813232
	Iteration 50Q: 3 clusters Score -1416764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1416763.125000 Penalty: 3031.813232
	Iteration 51Q: 3 clusters Score -1416763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1416763.625000 Penalty: 3031.813232
	Iteration 52Q: 3 clusters Score -1416764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1416763.625000 Penalty: 3031.813232
	Iteration 53F: 3 clusters Score -1416764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -37073.320312 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -37073.32 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 176 members 
Entering Unmasked Estep 
Score: -36326.937500 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -36326.94 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36788.386719 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -36788.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -37017.019531 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -37017.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -37136.781250 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -37136.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -37200.859375 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -37200.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -37226.144531 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -37226.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -37246.214844 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -37246.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -37248.519531 Penalty: 1914.784302
	Iteration 7F: 3 clusters Score -37248.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -37318.386719 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -37318.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -37360.910156 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -37360.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -37360.910156 Penalty: 1914.784302
	Iteration 10F: 3 clusters Score -37360.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 67281 members 
Mstep: Class 5 contains 54355 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 97 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 6640 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 83714 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 63536 members 
Mstep: Class 24 contains 28531 members 
Mstep: Class 25 contains 50 members 
Entering Unmasked Estep 
Score: -53939816.000000 Penalty: 52591.535156
Splitting cluster 20 changes total score from -53940652.000000 to -53939816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -279744.843750 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -279744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -277434.593750 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -277434.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -278007.093750 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -278007.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -278232.687500 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -278232.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -278410.031250 Penalty: 2519.648438
	Iteration 3F: 3 clusters Score -278410 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -278538.343750 Penalty: 2519.648438
	Iteration 4F: 3 clusters Score -278538.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -278624.312500 Penalty: 2519.648438
	Iteration 5Q: 3 clusters Score -278624.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278701.062500 Penalty: 2519.648438
	Iteration 6Q: 3 clusters Score -278701.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -278767.375000 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -278767.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -278825.562500 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -278825.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -278869.968750 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -278870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -278909.187500 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -278909.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -278943.656250 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -278943.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -278974.718750 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -278974.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -278999.437500 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -278999.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -279017.031250 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -279017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -279036.000000 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -279036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -279053.125000 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -279053.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -279062.343750 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -279062.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -279072.468750 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -279072.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279080.281250 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -279080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -279084.156250 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -279084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -279086.187500 Penalty: 2519.648438
	Iteration 21Q: 3 clusters Score -279086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -279087.531250 Penalty: 2519.648438
	Iteration 22Q: 3 clusters Score -279087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -279087.593750 Penalty: 2519.648438
	Iteration 23Q: 3 clusters Score -279087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -279087.593750 Penalty: 2519.648438
	Iteration 24F: 3 clusters Score -279087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -58507.078125 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -58507.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57434.449219 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -57434.45 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57635.203125 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -57635.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57726.382812 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -57726.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57797.363281 Penalty: 2043.553955
	Iteration 3Q: 3 clusters Score -57797.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57838.632812 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -57838.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -57868.859375 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -57868.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57886.910156 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -57886.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -57912.750000 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -57912.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57924.417969 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -57924.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57935.339844 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -57935.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57942.839844 Penalty: 2043.553955
	Iteration 10Q: 3 clusters Score -57942.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -57943.398438 Penalty: 2043.553955
	Iteration 11Q: 3 clusters Score -57943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -57943.398438 Penalty: 2043.553955
	Iteration 12F: 3 clusters Score -57943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Entering Unmasked Estep 
Score: -8386098.500000 Penalty: 1797.146362
	Iteration 0F: 2 clusters Score -8386098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -8344396.500000 Penalty: 3594.292725
	Iteration 0F: 3 clusters Score -8344396 nChanged 30135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -8361515.000000 Penalty: 3594.292725
	Iteration 1F: 3 clusters Score -8361515 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -8361872.000000 Penalty: 3594.292725
	Iteration 2Q: 3 clusters Score -8361872 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -8362214.000000 Penalty: 3594.292725
	Iteration 3Q: 3 clusters Score -8362214 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -8362638.500000 Penalty: 3594.292725
	Iteration 4Q: 3 clusters Score -8362638 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -8363083.000000 Penalty: 3594.292725
	Iteration 5Q: 3 clusters Score -8363083 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -8363545.500000 Penalty: 3594.292725
	Iteration 6Q: 3 clusters Score -8363546 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -8364186.500000 Penalty: 3594.292725
	Iteration 7Q: 3 clusters Score -8364186 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -8364942.500000 Penalty: 3594.292725
	Iteration 8Q: 3 clusters Score -8364942 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -8365821.000000 Penalty: 3594.292725
	Iteration 9Q: 3 clusters Score -8365821 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -8366852.000000 Penalty: 3594.292725
	Iteration 10Q: 3 clusters Score -8366852 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -8367916.000000 Penalty: 3594.292725
	Iteration 11Q: 3 clusters Score -8367916 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -8369003.500000 Penalty: 3594.292725
	Iteration 12Q: 3 clusters Score -8369004 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -8369983.000000 Penalty: 3594.292725
	Iteration 13Q: 3 clusters Score -8369983 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -8370664.500000 Penalty: 3594.292725
	Iteration 14Q: 3 clusters Score -8370664 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -8371133.500000 Penalty: 3594.292725
	Iteration 15Q: 3 clusters Score -8371134 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -8371684.500000 Penalty: 3594.292725
	Iteration 16Q: 3 clusters Score -8371684 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -8372385.500000 Penalty: 3594.292725
	Iteration 17Q: 3 clusters Score -8372386 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -8373430.500000 Penalty: 3594.292725
	Iteration 18Q: 3 clusters Score -8373430 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -8374673.500000 Penalty: 3594.292725
	Iteration 19Q: 3 clusters Score -8374674 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -8375646.500000 Penalty: 3594.292725
	Iteration 20F: 3 clusters Score -8375646 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -8376355.500000 Penalty: 3594.292725
	Iteration 21Q: 3 clusters Score -8376356 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -8376934.000000 Penalty: 3594.292725
	Iteration 22Q: 3 clusters Score -8376934 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -8377527.000000 Penalty: 3594.292725
	Iteration 23Q: 3 clusters Score -8377527 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -8378104.500000 Penalty: 3594.292725
	Iteration 24Q: 3 clusters Score -8378104 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -8378720.000000 Penalty: 3594.292725
	Iteration 25Q: 3 clusters Score -8378720 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -8379402.500000 Penalty: 3594.292725
	Iteration 26Q: 3 clusters Score -8379402 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -8380013.000000 Penalty: 3594.292725
	Iteration 27Q: 3 clusters Score -8380013 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -8380693.500000 Penalty: 3594.292725
	Iteration 28Q: 3 clusters Score -8380694 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -8381320.500000 Penalty: 3594.292725
	Iteration 29Q: 3 clusters Score -8381320 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -8381874.000000 Penalty: 3594.292725
	Iteration 30Q: 3 clusters Score -8381874 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -8382417.000000 Penalty: 3594.292725
	Iteration 31Q: 3 clusters Score -8382417 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8382880.500000 Penalty: 3594.292725
	Iteration 32Q: 3 clusters Score -8382880 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8383329.500000 Penalty: 3594.292725
	Iteration 33Q: 3 clusters Score -8383330 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -8383650.500000 Penalty: 3594.292725
	Iteration 34Q: 3 clusters Score -8383650 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8383917.500000 Penalty: 3594.292725
	Iteration 35Q: 3 clusters Score -8383918 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8384156.500000 Penalty: 3594.292725
	Iteration 36Q: 3 clusters Score -8384156 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8384338.000000 Penalty: 3594.292725
	Iteration 37Q: 3 clusters Score -8384338 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8384426.500000 Penalty: 3594.292725
	Iteration 38Q: 3 clusters Score -8384426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8384466.000000 Penalty: 3594.292725
	Iteration 39Q: 3 clusters Score -8384466 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8384495.000000 Penalty: 3594.292725
	Iteration 40F: 3 clusters Score -8384495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8384554.500000 Penalty: 3594.292725
	Iteration 41Q: 3 clusters Score -8384554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8384596.000000 Penalty: 3594.292725
	Iteration 42Q: 3 clusters Score -8384596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8384632.500000 Penalty: 3594.292725
	Iteration 43Q: 3 clusters Score -8384632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8384661.500000 Penalty: 3594.292725
	Iteration 44Q: 3 clusters Score -8384662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8384663.000000 Penalty: 3594.292725
	Iteration 45Q: 3 clusters Score -8384663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8384675.500000 Penalty: 3594.292725
	Iteration 46Q: 3 clusters Score -8384676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8384677.500000 Penalty: 3594.292725
	Iteration 47Q: 3 clusters Score -8384678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8384687.500000 Penalty: 3594.292725
	Iteration 48Q: 3 clusters Score -8384688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8384700.000000 Penalty: 3594.292725
	Iteration 49Q: 3 clusters Score -8384700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8384711.500000 Penalty: 3594.292725
	Iteration 50Q: 3 clusters Score -8384712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8384710.000000 Penalty: 3594.292725
	Iteration 51Q: 3 clusters Score -8384710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8384712.000000 Penalty: 3594.292725
	Iteration 52Q: 3 clusters Score -8384712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8384725.500000 Penalty: 3594.292725
	Iteration 53Q: 3 clusters Score -8384726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8384728.500000 Penalty: 3594.292725
	Iteration 54Q: 3 clusters Score -8384728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8384730.000000 Penalty: 3594.292725
	Iteration 55Q: 3 clusters Score -8384730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8384735.000000 Penalty: 3594.292725
	Iteration 56Q: 3 clusters Score -8384735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8384743.500000 Penalty: 3594.292725
	Iteration 57Q: 3 clusters Score -8384744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8384736.000000 Penalty: 3594.292725
	Iteration 58Q: 3 clusters Score -8384736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8384750.000000 Penalty: 3594.292725
	Iteration 59Q: 3 clusters Score -8384750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8384752.000000 Penalty: 3594.292725
	Iteration 60F: 3 clusters Score -8384752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8384757.500000 Penalty: 3594.292725
	Iteration 61Q: 3 clusters Score -8384758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8384756.000000 Penalty: 3594.292725
	Iteration 62Q: 3 clusters Score -8384756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8384760.000000 Penalty: 3594.292725
	Iteration 63Q: 3 clusters Score -8384760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8384764.500000 Penalty: 3594.292725
	Iteration 64Q: 3 clusters Score -8384764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8384758.500000 Penalty: 3594.292725
	Iteration 65Q: 3 clusters Score -8384758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8384762.500000 Penalty: 3594.292725
	Iteration 66Q: 3 clusters Score -8384762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8384750.500000 Penalty: 3594.292725
	Iteration 67Q: 3 clusters Score -8384750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8384752.500000 Penalty: 3594.292725
	Iteration 68Q: 3 clusters Score -8384752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8384749.500000 Penalty: 3594.292725
	Iteration 69Q: 3 clusters Score -8384750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8384751.000000 Penalty: 3594.292725
	Iteration 70Q: 3 clusters Score -8384751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8384755.500000 Penalty: 3594.292725
	Iteration 71Q: 3 clusters Score -8384756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8384752.000000 Penalty: 3594.292725
	Iteration 72Q: 3 clusters Score -8384752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8384762.500000 Penalty: 3594.292725
	Iteration 73Q: 3 clusters Score -8384762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8384763.500000 Penalty: 3594.292725
	Iteration 74Q: 3 clusters Score -8384764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8384756.000000 Penalty: 3594.292725
	Iteration 75Q: 3 clusters Score -8384756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8384766.000000 Penalty: 3594.292725
	Iteration 76Q: 3 clusters Score -8384766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8384766.500000 Penalty: 3594.292725
	Iteration 77Q: 3 clusters Score -8384766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8384766.500000 Penalty: 3594.292725
	Iteration 78F: 3 clusters Score -8384766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Entering Unmasked Estep 
Score: -3757761.500000 Penalty: 1667.046265
	Iteration 0F: 2 clusters Score -3757762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3738611.250000 Penalty: 3334.092529
	Iteration 0F: 3 clusters Score -3738611 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3745966.750000 Penalty: 3334.092529
	Iteration 1F: 3 clusters Score -3745967 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3746317.250000 Penalty: 3334.092529
	Iteration 2Q: 3 clusters Score -3746317 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3746638.500000 Penalty: 3334.092529
	Iteration 3Q: 3 clusters Score -3746638 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3746957.250000 Penalty: 3334.092529
	Iteration 4Q: 3 clusters Score -3746957 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3747384.750000 Penalty: 3334.092529
	Iteration 5Q: 3 clusters Score -3747385 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3748011.750000 Penalty: 3334.092529
	Iteration 6Q: 3 clusters Score -3748012 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3748836.500000 Penalty: 3334.092529
	Iteration 7Q: 3 clusters Score -3748836 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3749941.000000 Penalty: 3334.092529
	Iteration 8F: 3 clusters Score -3749941 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3751310.500000 Penalty: 3334.092529
	Iteration 9F: 3 clusters Score -3751310 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3752552.500000 Penalty: 3334.092529
	Iteration 10Q: 3 clusters Score -3752552 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3753448.250000 Penalty: 3334.092529
	Iteration 11Q: 3 clusters Score -3753448 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3753935.750000 Penalty: 3334.092529
	Iteration 12Q: 3 clusters Score -3753936 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3754192.750000 Penalty: 3334.092529
	Iteration 13Q: 3 clusters Score -3754193 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3754357.000000 Penalty: 3334.092529
	Iteration 14Q: 3 clusters Score -3754357 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3754483.500000 Penalty: 3334.092529
	Iteration 15Q: 3 clusters Score -3754484 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3754549.750000 Penalty: 3334.092529
	Iteration 16Q: 3 clusters Score -3754550 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3754628.750000 Penalty: 3334.092529
	Iteration 17Q: 3 clusters Score -3754629 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3754683.250000 Penalty: 3334.092529
	Iteration 18Q: 3 clusters Score -3754683 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3754735.500000 Penalty: 3334.092529
	Iteration 19Q: 3 clusters Score -3754736 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3754769.000000 Penalty: 3334.092529
	Iteration 20F: 3 clusters Score -3754769 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3754808.750000 Penalty: 3334.092529
	Iteration 21Q: 3 clusters Score -3754809 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3754858.750000 Penalty: 3334.092529
	Iteration 22Q: 3 clusters Score -3754859 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3754892.250000 Penalty: 3334.092529
	Iteration 23Q: 3 clusters Score -3754892 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3754940.750000 Penalty: 3334.092529
	Iteration 24Q: 3 clusters Score -3754941 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3754997.000000 Penalty: 3334.092529
	Iteration 25Q: 3 clusters Score -3754997 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3755061.250000 Penalty: 3334.092529
	Iteration 26Q: 3 clusters Score -3755061 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3755143.250000 Penalty: 3334.092529
	Iteration 27Q: 3 clusters Score -3755143 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3755199.750000 Penalty: 3334.092529
	Iteration 28Q: 3 clusters Score -3755200 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3755286.250000 Penalty: 3334.092529
	Iteration 29Q: 3 clusters Score -3755286 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3755367.750000 Penalty: 3334.092529
	Iteration 30Q: 3 clusters Score -3755368 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3755456.500000 Penalty: 3334.092529
	Iteration 31Q: 3 clusters Score -3755456 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3755552.750000 Penalty: 3334.092529
	Iteration 32Q: 3 clusters Score -3755553 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3755631.500000 Penalty: 3334.092529
	Iteration 33Q: 3 clusters Score -3755632 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3755695.750000 Penalty: 3334.092529
	Iteration 34Q: 3 clusters Score -3755696 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3755760.000000 Penalty: 3334.092529
	Iteration 35Q: 3 clusters Score -3755760 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3755829.000000 Penalty: 3334.092529
	Iteration 36Q: 3 clusters Score -3755829 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3755886.000000 Penalty: 3334.092529
	Iteration 37Q: 3 clusters Score -3755886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3755933.500000 Penalty: 3334.092529
	Iteration 38Q: 3 clusters Score -3755934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3755976.500000 Penalty: 3334.092529
	Iteration 39Q: 3 clusters Score -3755976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3756025.000000 Penalty: 3334.092529
	Iteration 40F: 3 clusters Score -3756025 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3756065.250000 Penalty: 3334.092529
	Iteration 41Q: 3 clusters Score -3756065 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3756101.500000 Penalty: 3334.092529
	Iteration 42Q: 3 clusters Score -3756102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3756143.750000 Penalty: 3334.092529
	Iteration 43Q: 3 clusters Score -3756144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3756187.750000 Penalty: 3334.092529
	Iteration 44Q: 3 clusters Score -3756188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3756209.250000 Penalty: 3334.092529
	Iteration 45Q: 3 clusters Score -3756209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3756236.500000 Penalty: 3334.092529
	Iteration 46Q: 3 clusters Score -3756236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3756253.000000 Penalty: 3334.092529
	Iteration 47Q: 3 clusters Score -3756253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3756274.750000 Penalty: 3334.092529
	Iteration 48Q: 3 clusters Score -3756275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3756291.000000 Penalty: 3334.092529
	Iteration 49Q: 3 clusters Score -3756291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3756312.250000 Penalty: 3334.092529
	Iteration 50Q: 3 clusters Score -3756312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3756338.500000 Penalty: 3334.092529
	Iteration 51Q: 3 clusters Score -3756338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3756354.500000 Penalty: 3334.092529
	Iteration 52Q: 3 clusters Score -3756354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3756365.500000 Penalty: 3334.092529
	Iteration 53Q: 3 clusters Score -3756366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3756379.250000 Penalty: 3334.092529
	Iteration 54Q: 3 clusters Score -3756379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3756396.750000 Penalty: 3334.092529
	Iteration 55Q: 3 clusters Score -3756397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3756409.000000 Penalty: 3334.092529
	Iteration 56Q: 3 clusters Score -3756409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3756408.500000 Penalty: 3334.092529
	Iteration 57Q: 3 clusters Score -3756408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3756416.250000 Penalty: 3334.092529
	Iteration 58Q: 3 clusters Score -3756416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3756414.750000 Penalty: 3334.092529
	Iteration 59Q: 3 clusters Score -3756415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3756422.500000 Penalty: 3334.092529
	Iteration 60F: 3 clusters Score -3756422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3756427.000000 Penalty: 3334.092529
	Iteration 61Q: 3 clusters Score -3756427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3756426.000000 Penalty: 3334.092529
	Iteration 62Q: 3 clusters Score -3756426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3756426.000000 Penalty: 3334.092529
	Iteration 63Q: 3 clusters Score -3756426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3756428.500000 Penalty: 3334.092529
	Iteration 64Q: 3 clusters Score -3756428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3756427.500000 Penalty: 3334.092529
	Iteration 65Q: 3 clusters Score -3756428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3756430.500000 Penalty: 3334.092529
	Iteration 66Q: 3 clusters Score -3756430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3756429.250000 Penalty: 3334.092529
	Iteration 67Q: 3 clusters Score -3756429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3756427.250000 Penalty: 3334.092529
	Iteration 68Q: 3 clusters Score -3756427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3756427.750000 Penalty: 3334.092529
	Iteration 69Q: 3 clusters Score -3756428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3756427.750000 Penalty: 3334.092529
	Iteration 70F: 3 clusters Score -3756428 nChanged 0
24->25 Clusters: Score -53940652.000000, best is -53945088.000000

Starting from 25 clusters...
--- Clustering full data set of 418993 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 17589 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 17434 members 
Mstep: Class 5 contains 17361 members 
Mstep: Class 6 contains 17394 members 
Mstep: Class 7 contains 17688 members 
Mstep: Class 8 contains 17247 members 
Mstep: Class 9 contains 17684 members 
Mstep: Class 10 contains 17481 members 
Mstep: Class 11 contains 17380 members 
Mstep: Class 12 contains 17297 members 
Mstep: Class 13 contains 17491 members 
Mstep: Class 14 contains 17487 members 
Mstep: Class 15 contains 17347 members 
Mstep: Class 16 contains 17490 members 
Mstep: Class 17 contains 17666 members 
Mstep: Class 18 contains 17404 members 
Mstep: Class 19 contains 17516 members 
Mstep: Class 20 contains 17457 members 
Mstep: Class 21 contains 17447 members 
Mstep: Class 22 contains 17546 members 
Mstep: Class 23 contains 17333 members 
Mstep: Class 24 contains 17307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1275.501343 but Gain 2103.660156
Score: -51633884.000000 Penalty: 48384.214844
Iteration 0F: 24 clusters Score -5.163388e+07 nChanged 400623
Entering Unmasked Mstep 
Mstep: Class 0 contains 634 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7182 members 
Mstep: Class 3 contains 25271 members 
Mstep: Class 4 contains 1992 members 
Mstep: Class 5 contains 13541 members 
Mstep: Class 6 contains 23333 members 
Mstep: Class 7 contains 19560 members 
Mstep: Class 8 contains 39407 members 
Mstep: Class 9 contains 141479 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 11 contains 11280 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 54538 members 
Mstep: Class 14 contains 1565 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 13279 members 
Mstep: Class 18 contains 5457 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 9145 members 
Mstep: Class 21 contains 7484 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 986.719971 but Gain 2103.664062
Score: -53129280.000000 Penalty: 46280.550781
Iteration 1F: 23 clusters Score -5.312928e+07 nChanged 145116
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 9300 members 
Mstep: Class 6 contains 25993 members 
Mstep: Class 7 contains 8935 members 
Mstep: Class 8 contains 44402 members 
Mstep: Class 9 contains 173977 members 
Mstep: Class 10 contains 5362 members 
Mstep: Class 11 contains 8890 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 69982 members 
Mstep: Class 14 contains 1070 members 
Mstep: Class 15 contains 1459 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 4011 members 
Mstep: Class 20 contains 4455 members 
Mstep: Class 21 contains 3883 members 
Mstep: Class 23 contains 4346 members 
Mstep: Class 24 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295956.000000 Penalty: 46280.550781
Iteration 2F: 23 clusters Score -5.329596e+07 nChanged 87328
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10137 members 
Mstep: Class 3 contains 14241 members 
Mstep: Class 4 contains 792 members 
Mstep: Class 5 contains 6963 members 
Mstep: Class 6 contains 29832 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 51047 members 
Mstep: Class 9 contains 158662 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 7822 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 85585 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 13941 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 3837 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 23 contains 3798 members 
Mstep: Class 24 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53428392.000000 Penalty: 46280.550781
Iteration 3F: 23 clusters Score -5.342839e+07 nChanged 76264
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11672 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 716 members 
Mstep: Class 5 contains 6239 members 
Mstep: Class 6 contains 32217 members 
Mstep: Class 7 contains 9631 members 
Mstep: Class 8 contains 55722 members 
Mstep: Class 9 contains 135998 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 7555 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 99257 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 18901 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 3799 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53545172.000000 Penalty: 46280.550781
Iteration 4F: 23 clusters Score -5.354517e+07 nChanged 65805
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12716 members 
Mstep: Class 3 contains 6291 members 
Mstep: Class 4 contains 876 members 
Mstep: Class 5 contains 6355 members 
Mstep: Class 6 contains 34132 members 
Mstep: Class 7 contains 11679 members 
Mstep: Class 8 contains 58059 members 
Mstep: Class 9 contains 117257 members 
Mstep: Class 10 contains 6383 members 
Mstep: Class 11 contains 8458 members 
Mstep: Class 12 contains 644 members 
Mstep: Class 13 contains 108562 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 836 members 
Mstep: Class 16 contains 23784 members 
Mstep: Class 18 contains 3581 members 
Mstep: Class 19 contains 3708 members 
Mstep: Class 20 contains 3794 members 
Mstep: Class 21 contains 3964 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53644844.000000 Penalty: 46280.550781
Iteration 5F: 23 clusters Score -5.364484e+07 nChanged 54693
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13017 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 1095 members 
Mstep: Class 5 contains 7431 members 
Mstep: Class 6 contains 34523 members 
Mstep: Class 7 contains 12456 members 
Mstep: Class 8 contains 61681 members 
Mstep: Class 9 contains 101638 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 9616 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 116711 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 27549 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 3373 members 
Mstep: Class 20 contains 3826 members 
Mstep: Class 21 contains 4263 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 3392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53706056.000000 Penalty: 46280.550781
Iteration 6F: 23 clusters Score -5.370606e+07 nChanged 47543
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13400 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 9103 members 
Mstep: Class 6 contains 33372 members 
Mstep: Class 7 contains 12347 members 
Mstep: Class 8 contains 67105 members 
Mstep: Class 9 contains 86888 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 10309 members 
Mstep: Class 12 contains 526 members 
Mstep: Class 13 contains 124940 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 30613 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 3967 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53734308.000000 Penalty: 46280.550781
Iteration 7F: 23 clusters Score -5.373431e+07 nChanged 39184
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13944 members 
Mstep: Class 3 contains 1597 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 11065 members 
Mstep: Class 6 contains 32824 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 72880 members 
Mstep: Class 9 contains 72192 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 10486 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 131739 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 865 members 
Mstep: Class 16 contains 33408 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 4586 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2060.857910 but Gain 2103.660156
Score: -53749144.000000 Penalty: 44176.890625
Iteration 8F: 22 clusters Score -5.374914e+07 nChanged 32152
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14941 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 13426 members 
Mstep: Class 6 contains 33018 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 8 contains 78281 members 
Mstep: Class 9 contains 62878 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 10358 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 133133 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 35888 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 2334 members 
Mstep: Class 20 contains 4258 members 
Mstep: Class 21 contains 4663 members 
Mstep: Class 24 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53766596.000000 Penalty: 44176.890625
Iteration 9F: 22 clusters Score -5.37666e+07 nChanged 24435
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15517 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 15418 members 
Mstep: Class 6 contains 33493 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 82396 members 
Mstep: Class 9 contains 56609 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 12 contains 357 members 
Mstep: Class 13 contains 131389 members 
Mstep: Class 14 contains 359 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 38181 members 
Mstep: Class 18 contains 4253 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 24 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1669.878052 but Gain 2103.660156
Score: -53783092.000000 Penalty: 42073.230469
Iteration 10F: 21 clusters Score -5.378309e+07 nChanged 21938
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16076 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 17669 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 10073 members 
Mstep: Class 8 contains 85762 members 
Mstep: Class 9 contains 52292 members 
Mstep: Class 11 contains 9554 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 128899 members 
Mstep: Class 14 contains 355 members 
Mstep: Class 15 contains 927 members 
Mstep: Class 16 contains 40401 members 
Mstep: Class 18 contains 4580 members 
Mstep: Class 19 contains 2345 members 
Mstep: Class 20 contains 4385 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 24 contains 3000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53801252.000000 Penalty: 42073.230469
Iteration 11F: 21 clusters Score -5.380125e+07 nChanged 18566
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16429 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 1708 members 
Mstep: Class 5 contains 19491 members 
Mstep: Class 6 contains 34806 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 87967 members 
Mstep: Class 9 contains 48118 members 
Mstep: Class 11 contains 9067 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 126467 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 42229 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 4371 members 
Mstep: Class 21 contains 4672 members 
Mstep: Class 24 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53815484.000000 Penalty: 42073.230469
Iteration 12Q: 21 clusters Score -5.381548e+07 nChanged 17148
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16588 members 
Mstep: Class 3 contains 987 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 21184 members 
Mstep: Class 6 contains 35074 members 
Mstep: Class 7 contains 9301 members 
Mstep: Class 8 contains 88898 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 11 contains 8624 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 124642 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 44115 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 3358 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 24 contains 3308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53828652.000000 Penalty: 42073.230469
Iteration 13Q: 21 clusters Score -5.382865e+07 nChanged 16368
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16532 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 22774 members 
Mstep: Class 6 contains 35001 members 
Mstep: Class 7 contains 9021 members 
Mstep: Class 8 contains 88635 members 
Mstep: Class 9 contains 41831 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 123389 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 1027 members 
Mstep: Class 16 contains 46074 members 
Mstep: Class 18 contains 5647 members 
Mstep: Class 19 contains 4426 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 24 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840576.000000 Penalty: 42073.230469
Iteration 14Q: 21 clusters Score -5.384058e+07 nChanged 15314
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16284 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 1865 members 
Mstep: Class 5 contains 24382 members 
Mstep: Class 6 contains 34793 members 
Mstep: Class 7 contains 8802 members 
Mstep: Class 8 contains 87372 members 
Mstep: Class 9 contains 39377 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 122654 members 
Mstep: Class 14 contains 350 members 
Mstep: Class 15 contains 1048 members 
Mstep: Class 16 contains 48098 members 
Mstep: Class 18 contains 6016 members 
Mstep: Class 19 contains 5749 members 
Mstep: Class 20 contains 4115 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 24 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53851400.000000 Penalty: 42073.230469
Iteration 15Q: 21 clusters Score -5.38514e+07 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15985 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 1881 members 
Mstep: Class 5 contains 25858 members 
Mstep: Class 6 contains 34472 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 85595 members 
Mstep: Class 9 contains 37502 members 
Mstep: Class 11 contains 7836 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 122077 members 
Mstep: Class 14 contains 350 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 50078 members 
Mstep: Class 18 contains 6402 members 
Mstep: Class 19 contains 7073 members 
Mstep: Class 20 contains 4012 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 24 contains 3986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53860716.000000 Penalty: 42073.230469
Iteration 16Q: 21 clusters Score -5.386072e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15592 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 27172 members 
Mstep: Class 6 contains 34162 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 83658 members 
Mstep: Class 9 contains 36037 members 
Mstep: Class 11 contains 7616 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 121577 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 1064 members 
Mstep: Class 16 contains 52122 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 8147 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 4252 members 
Mstep: Class 24 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53868240.000000 Penalty: 42073.230469
Iteration 17Q: 21 clusters Score -5.386824e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15193 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 1883 members 
Mstep: Class 5 contains 28270 members 
Mstep: Class 6 contains 33900 members 
Mstep: Class 7 contains 8491 members 
Mstep: Class 8 contains 81723 members 
Mstep: Class 9 contains 34989 members 
Mstep: Class 11 contains 7458 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 120941 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 1073 members 
Mstep: Class 16 contains 54128 members 
Mstep: Class 18 contains 7289 members 
Mstep: Class 19 contains 9009 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 4155 members 
Mstep: Class 24 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53874916.000000 Penalty: 42073.230469
Iteration 18Q: 21 clusters Score -5.387492e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14804 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 29098 members 
Mstep: Class 6 contains 33547 members 
Mstep: Class 7 contains 8482 members 
Mstep: Class 8 contains 80130 members 
Mstep: Class 9 contains 33985 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 120296 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 1082 members 
Mstep: Class 16 contains 56271 members 
Mstep: Class 18 contains 7809 members 
Mstep: Class 19 contains 9602 members 
Mstep: Class 20 contains 3691 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 24 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53880244.000000 Penalty: 42073.230469
Iteration 19Q: 21 clusters Score -5.388024e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14466 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 29737 members 
Mstep: Class 6 contains 33112 members 
Mstep: Class 7 contains 8499 members 
Mstep: Class 8 contains 79021 members 
Mstep: Class 9 contains 32954 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 119537 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 58410 members 
Mstep: Class 18 contains 8322 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 3609 members 
Mstep: Class 21 contains 3960 members 
Mstep: Class 24 contains 4812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53884824.000000 Penalty: 42073.230469
Iteration 20F: 21 clusters Score -5.388482e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 30191 members 
Mstep: Class 6 contains 32616 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 77942 members 
Mstep: Class 9 contains 32206 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 118796 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 1077 members 
Mstep: Class 16 contains 60499 members 
Mstep: Class 18 contains 8794 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 3549 members 
Mstep: Class 21 contains 3845 members 
Mstep: Class 24 contains 5093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53888620.000000 Penalty: 42073.230469
Iteration 21Q: 21 clusters Score -5.388862e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13631 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 30499 members 
Mstep: Class 6 contains 32045 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 77227 members 
Mstep: Class 9 contains 31427 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 118203 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 1083 members 
Mstep: Class 16 contains 62448 members 
Mstep: Class 18 contains 9221 members 
Mstep: Class 19 contains 10713 members 
Mstep: Class 20 contains 3471 members 
Mstep: Class 21 contains 3766 members 
Mstep: Class 24 contains 5392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53891708.000000 Penalty: 42073.230469
Iteration 22Q: 21 clusters Score -5.389171e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13260 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 1821 members 
Mstep: Class 5 contains 30681 members 
Mstep: Class 6 contains 31433 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 76777 members 
Mstep: Class 9 contains 30713 members 
Mstep: Class 11 contains 7080 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 117669 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 64218 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 19 contains 10908 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 3686 members 
Mstep: Class 24 contains 5758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53894660.000000 Penalty: 42073.230469
Iteration 23Q: 21 clusters Score -5.389466e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12976 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 30813 members 
Mstep: Class 6 contains 30787 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 76514 members 
Mstep: Class 9 contains 30094 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 117171 members 
Mstep: Class 14 contains 350 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 65719 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 11067 members 
Mstep: Class 20 contains 3300 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 24 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53897180.000000 Penalty: 42073.230469
Iteration 24Q: 21 clusters Score -5.389718e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12781 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 30917 members 
Mstep: Class 6 contains 30144 members 
Mstep: Class 7 contains 8500 members 
Mstep: Class 8 contains 76378 members 
Mstep: Class 9 contains 29545 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 116729 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 67038 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 11172 members 
Mstep: Class 20 contains 3207 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 24 contains 6461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53899248.000000 Penalty: 42073.230469
Iteration 25Q: 21 clusters Score -5.389925e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12636 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 30973 members 
Mstep: Class 6 contains 29528 members 
Mstep: Class 7 contains 8449 members 
Mstep: Class 8 contains 76293 members 
Mstep: Class 9 contains 29147 members 
Mstep: Class 11 contains 7009 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 116351 members 
Mstep: Class 14 contains 349 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 68137 members 
Mstep: Class 18 contains 10557 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 24 contains 6723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53900384.000000 Penalty: 42073.230469
Iteration 26Q: 21 clusters Score -5.390038e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12563 members 
Mstep: Class 3 contains 1006 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 30997 members 
Mstep: Class 6 contains 28908 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 76254 members 
Mstep: Class 9 contains 28870 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 116010 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 69101 members 
Mstep: Class 18 contains 10831 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 3423 members 
Mstep: Class 24 contains 6910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53901172.000000 Penalty: 42073.230469
Iteration 27Q: 21 clusters Score -5.390117e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12528 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 31002 members 
Mstep: Class 6 contains 28292 members 
Mstep: Class 7 contains 8430 members 
Mstep: Class 8 contains 76178 members 
Mstep: Class 9 contains 28677 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 115669 members 
Mstep: Class 14 contains 349 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 69980 members 
Mstep: Class 18 contains 11106 members 
Mstep: Class 19 contains 11349 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 3376 members 
Mstep: Class 24 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53901980.000000 Penalty: 42073.230469
Iteration 28Q: 21 clusters Score -5.390198e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12534 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 30995 members 
Mstep: Class 6 contains 27699 members 
Mstep: Class 7 contains 8470 members 
Mstep: Class 8 contains 76118 members 
Mstep: Class 9 contains 28514 members 
Mstep: Class 11 contains 7014 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 115396 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 70777 members 
Mstep: Class 18 contains 11362 members 
Mstep: Class 19 contains 11367 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 3342 members 
Mstep: Class 24 contains 7153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53902620.000000 Penalty: 42073.230469
Iteration 29Q: 21 clusters Score -5.390262e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12553 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 1815 members 
Mstep: Class 5 contains 30959 members 
Mstep: Class 6 contains 27118 members 
Mstep: Class 7 contains 8501 members 
Mstep: Class 8 contains 76064 members 
Mstep: Class 9 contains 28392 members 
Mstep: Class 11 contains 7018 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 115193 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 71519 members 
Mstep: Class 18 contains 11586 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 2828 members 
Mstep: Class 21 contains 3305 members 
Mstep: Class 24 contains 7217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53902996.000000 Penalty: 42073.230469
Iteration 30Q: 21 clusters Score -5.3903e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12563 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 1822 members 
Mstep: Class 5 contains 30939 members 
Mstep: Class 6 contains 26562 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 76000 members 
Mstep: Class 9 contains 28310 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 114995 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 72210 members 
Mstep: Class 18 contains 11801 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 3258 members 
Mstep: Class 24 contains 7252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53903512.000000 Penalty: 42073.230469
Iteration 31Q: 21 clusters Score -5.390351e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12546 members 
Mstep: Class 3 contains 1042 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 30924 members 
Mstep: Class 6 contains 26032 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 75953 members 
Mstep: Class 9 contains 28256 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 114812 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 72856 members 
Mstep: Class 18 contains 12012 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 2708 members 
Mstep: Class 21 contains 3217 members 
Mstep: Class 24 contains 7269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53903924.000000 Penalty: 42073.230469
Iteration 32Q: 21 clusters Score -5.390392e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12550 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 1823 members 
Mstep: Class 5 contains 30877 members 
Mstep: Class 6 contains 25506 members 
Mstep: Class 7 contains 8662 members 
Mstep: Class 8 contains 75918 members 
Mstep: Class 9 contains 28226 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 114620 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 73453 members 
Mstep: Class 18 contains 12249 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 2648 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 24 contains 7292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53904372.000000 Penalty: 42073.230469
Iteration 33Q: 21 clusters Score -5.390437e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12565 members 
Mstep: Class 3 contains 1052 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 30800 members 
Mstep: Class 6 contains 25014 members 
Mstep: Class 7 contains 8710 members 
Mstep: Class 8 contains 75886 members 
Mstep: Class 9 contains 28219 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 114466 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1109 members 
Mstep: Class 16 contains 74002 members 
Mstep: Class 18 contains 12478 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 3140 members 
Mstep: Class 24 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53904500.000000 Penalty: 42073.230469
Iteration 34Q: 21 clusters Score -5.39045e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12579 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 30710 members 
Mstep: Class 6 contains 24483 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 75868 members 
Mstep: Class 9 contains 28191 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 114353 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 74583 members 
Mstep: Class 18 contains 12685 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 24 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53904684.000000 Penalty: 42073.230469
Iteration 35Q: 21 clusters Score -5.390468e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12594 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 30605 members 
Mstep: Class 6 contains 23922 members 
Mstep: Class 7 contains 8801 members 
Mstep: Class 8 contains 75857 members 
Mstep: Class 9 contains 28175 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 114264 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 75155 members 
Mstep: Class 18 contains 12878 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 24 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53905052.000000 Penalty: 42073.230469
Iteration 36Q: 21 clusters Score -5.390505e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12593 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 30491 members 
Mstep: Class 6 contains 23349 members 
Mstep: Class 7 contains 8831 members 
Mstep: Class 8 contains 75885 members 
Mstep: Class 9 contains 28161 members 
Mstep: Class 11 contains 7017 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 114165 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1109 members 
Mstep: Class 16 contains 75730 members 
Mstep: Class 18 contains 13083 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 3068 members 
Mstep: Class 24 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53905600.000000 Penalty: 42073.230469
Iteration 37Q: 21 clusters Score -5.39056e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12589 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 30368 members 
Mstep: Class 6 contains 22749 members 
Mstep: Class 7 contains 8858 members 
Mstep: Class 8 contains 75905 members 
Mstep: Class 9 contains 28154 members 
Mstep: Class 11 contains 7018 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 114084 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 76338 members 
Mstep: Class 18 contains 13292 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 3049 members 
Mstep: Class 24 contains 7355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53906288.000000 Penalty: 42073.230469
Iteration 38Q: 21 clusters Score -5.390629e+07 nChanged 1470
Entering ConstructFrom: 
Score: -53906288.000000 Penalty: 42073.230469
Entering ConstructFrom: 
Trying to split cluster 1 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -86337.085938 Penalty: 1075.761963
	Iteration 0F: 2 clusters Score -86337.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85109.187500 Penalty: 2151.523926
	Iteration 0F: 3 clusters Score -85109.19 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85340.101562 Penalty: 2151.523926
	Iteration 1F: 3 clusters Score -85340.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85426.359375 Penalty: 2151.523926
	Iteration 2F: 3 clusters Score -85426.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85465.757812 Penalty: 2151.523926
	Iteration 3Q: 3 clusters Score -85465.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85491.828125 Penalty: 2151.523926
	Iteration 4Q: 3 clusters Score -85491.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85509.984375 Penalty: 2151.523926
	Iteration 5Q: 3 clusters Score -85509.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85528.289062 Penalty: 2151.523926
	Iteration 6Q: 3 clusters Score -85528.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85543.773438 Penalty: 2151.523926
	Iteration 7Q: 3 clusters Score -85543.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85568.273438 Penalty: 2151.523926
	Iteration 8Q: 3 clusters Score -85568.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85594.898438 Penalty: 2151.523926
	Iteration 9Q: 3 clusters Score -85594.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85641.539062 Penalty: 2151.523926
	Iteration 10Q: 3 clusters Score -85641.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85674.015625 Penalty: 2151.523926
	Iteration 11Q: 3 clusters Score -85674.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85707.367188 Penalty: 2151.523926
	Iteration 12Q: 3 clusters Score -85707.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85740.039062 Penalty: 2151.523926
	Iteration 13Q: 3 clusters Score -85740.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85769.304688 Penalty: 2151.523926
	Iteration 14Q: 3 clusters Score -85769.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85795.062500 Penalty: 2151.523926
	Iteration 15Q: 3 clusters Score -85795.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85830.585938 Penalty: 2151.523926
	Iteration 16Q: 3 clusters Score -85830.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85874.843750 Penalty: 2151.523926
	Iteration 17Q: 3 clusters Score -85874.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85933.484375 Penalty: 2151.523926
	Iteration 18Q: 3 clusters Score -85933.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85981.367188 Penalty: 2151.523926
	Iteration 19Q: 3 clusters Score -85981.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86009.406250 Penalty: 2151.523926
	Iteration 20F: 3 clusters Score -86009.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86022.390625 Penalty: 2151.523926
	Iteration 21Q: 3 clusters Score -86022.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86036.453125 Penalty: 2151.523926
	Iteration 22Q: 3 clusters Score -86036.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86041.203125 Penalty: 2151.523926
	Iteration 23Q: 3 clusters Score -86041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86044.257812 Penalty: 2151.523926
	Iteration 24Q: 3 clusters Score -86044.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -86044.257812 Penalty: 2151.523926
	Iteration 25F: 3 clusters Score -86044.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Entering Unmasked Estep 
Score: -1578692.500000 Penalty: 1533.835693
	Iteration 0F: 2 clusters Score -1578692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1569824.750000 Penalty: 3067.671387
	Iteration 0F: 3 clusters Score -1569825 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1572726.625000 Penalty: 3067.671387
	Iteration 1F: 3 clusters Score -1572727 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1573058.875000 Penalty: 3067.671387
	Iteration 2F: 3 clusters Score -1573059 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1573376.250000 Penalty: 3067.671387
	Iteration 3F: 3 clusters Score -1573376 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1573699.125000 Penalty: 3067.671387
	Iteration 4F: 3 clusters Score -1573699 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1574099.125000 Penalty: 3067.671387
	Iteration 5F: 3 clusters Score -1574099 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1574587.625000 Penalty: 3067.671387
	Iteration 6F: 3 clusters Score -1574588 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1575227.125000 Penalty: 3067.671387
	Iteration 7F: 3 clusters Score -1575227 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1575895.625000 Penalty: 3067.671387
	Iteration 8F: 3 clusters Score -1575896 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1576479.125000 Penalty: 3067.671387
	Iteration 9Q: 3 clusters Score -1576479 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1576882.625000 Penalty: 3067.671387
	Iteration 10Q: 3 clusters Score -1576883 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1577112.125000 Penalty: 3067.671387
	Iteration 11Q: 3 clusters Score -1577112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1577224.875000 Penalty: 3067.671387
	Iteration 12Q: 3 clusters Score -1577225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1577279.875000 Penalty: 3067.671387
	Iteration 13Q: 3 clusters Score -1577280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1577306.875000 Penalty: 3067.671387
	Iteration 14Q: 3 clusters Score -1577307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1577322.500000 Penalty: 3067.671387
	Iteration 15Q: 3 clusters Score -1577322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1577331.750000 Penalty: 3067.671387
	Iteration 16Q: 3 clusters Score -1577332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1577348.000000 Penalty: 3067.671387
	Iteration 17Q: 3 clusters Score -1577348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1577362.500000 Penalty: 3067.671387
	Iteration 18Q: 3 clusters Score -1577362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1577377.500000 Penalty: 3067.671387
	Iteration 19Q: 3 clusters Score -1577378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1577384.750000 Penalty: 3067.671387
	Iteration 20F: 3 clusters Score -1577385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1577388.375000 Penalty: 3067.671387
	Iteration 21Q: 3 clusters Score -1577388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1577389.375000 Penalty: 3067.671387
	Iteration 22Q: 3 clusters Score -1577389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1577392.000000 Penalty: 3067.671387
	Iteration 23Q: 3 clusters Score -1577392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1577395.250000 Penalty: 3067.671387
	Iteration 24Q: 3 clusters Score -1577395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1577396.250000 Penalty: 3067.671387
	Iteration 25Q: 3 clusters Score -1577396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1577396.250000 Penalty: 3067.671387
	Iteration 26F: 3 clusters Score -1577396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -133072.187500 Penalty: 1135.317017
	Iteration 0F: 2 clusters Score -133072.2 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 539 members 
Entering Unmasked Estep 
Score: -131589.906250 Penalty: 2270.634033
	Iteration 0F: 3 clusters Score -131589.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -131848.484375 Penalty: 2270.634033
	Iteration 1F: 3 clusters Score -131848.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131949.015625 Penalty: 2270.634033
	Iteration 2F: 3 clusters Score -131949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132013.703125 Penalty: 2270.634033
	Iteration 3Q: 3 clusters Score -132013.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -132065.953125 Penalty: 2270.634033
	Iteration 4Q: 3 clusters Score -132066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132102.703125 Penalty: 2270.634033
	Iteration 5Q: 3 clusters Score -132102.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -132151.468750 Penalty: 2270.634033
	Iteration 6Q: 3 clusters Score -132151.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132187.187500 Penalty: 2270.634033
	Iteration 7Q: 3 clusters Score -132187.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -132204.796875 Penalty: 2270.634033
	Iteration 8Q: 3 clusters Score -132204.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -132222.781250 Penalty: 2270.634033
	Iteration 9Q: 3 clusters Score -132222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -132234.750000 Penalty: 2270.634033
	Iteration 10Q: 3 clusters Score -132234.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -132251.062500 Penalty: 2270.634033
	Iteration 11Q: 3 clusters Score -132251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -132265.328125 Penalty: 2270.634033
	Iteration 12Q: 3 clusters Score -132265.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -132277.328125 Penalty: 2270.634033
	Iteration 13Q: 3 clusters Score -132277.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132290.390625 Penalty: 2270.634033
	Iteration 14Q: 3 clusters Score -132290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132300.781250 Penalty: 2270.634033
	Iteration 15Q: 3 clusters Score -132300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -132311.109375 Penalty: 2270.634033
	Iteration 16Q: 3 clusters Score -132311.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -132323.750000 Penalty: 2270.634033
	Iteration 17Q: 3 clusters Score -132323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -132335.031250 Penalty: 2270.634033
	Iteration 18Q: 3 clusters Score -132335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -132342.562500 Penalty: 2270.634033
	Iteration 19Q: 3 clusters Score -132342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -132355.781250 Penalty: 2270.634033
	Iteration 20F: 3 clusters Score -132355.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -132368.671875 Penalty: 2270.634033
	Iteration 21Q: 3 clusters Score -132368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -132379.484375 Penalty: 2270.634033
	Iteration 22Q: 3 clusters Score -132379.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -132393.031250 Penalty: 2270.634033
	Iteration 23Q: 3 clusters Score -132393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -132409.015625 Penalty: 2270.634033
	Iteration 24Q: 3 clusters Score -132409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -132421.593750 Penalty: 2270.634033
	Iteration 25Q: 3 clusters Score -132421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -132432.171875 Penalty: 2270.634033
	Iteration 26Q: 3 clusters Score -132432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132436.359375 Penalty: 2270.634033
	Iteration 27Q: 3 clusters Score -132436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -132449.093750 Penalty: 2270.634033
	Iteration 28Q: 3 clusters Score -132449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -132452.125000 Penalty: 2270.634033
	Iteration 29Q: 3 clusters Score -132452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132453.578125 Penalty: 2270.634033
	Iteration 30Q: 3 clusters Score -132453.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132453.578125 Penalty: 2270.634033
	Iteration 31F: 3 clusters Score -132453.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -215887.875000 Penalty: 1218.656372
	Iteration 0F: 2 clusters Score -215887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -214052.859375 Penalty: 2437.312744
	Iteration 0F: 3 clusters Score -214052.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -214656.234375 Penalty: 2437.312744
	Iteration 1F: 3 clusters Score -214656.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -214900.453125 Penalty: 2437.312744
	Iteration 2F: 3 clusters Score -214900.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -215093.406250 Penalty: 2437.312744
	Iteration 3F: 3 clusters Score -215093.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -215287.640625 Penalty: 2437.312744
	Iteration 4F: 3 clusters Score -215287.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -215469.890625 Penalty: 2437.312744
	Iteration 5F: 3 clusters Score -215469.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -215598.843750 Penalty: 2437.312744
	Iteration 6F: 3 clusters Score -215598.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -215666.968750 Penalty: 2437.312744
	Iteration 7Q: 3 clusters Score -215667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -215715.390625 Penalty: 2437.312744
	Iteration 8Q: 3 clusters Score -215715.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -215747.890625 Penalty: 2437.312744
	Iteration 9Q: 3 clusters Score -215747.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -215766.328125 Penalty: 2437.312744
	Iteration 10Q: 3 clusters Score -215766.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -215778.484375 Penalty: 2437.312744
	Iteration 11Q: 3 clusters Score -215778.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -215786.203125 Penalty: 2437.312744
	Iteration 12Q: 3 clusters Score -215786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -215789.562500 Penalty: 2437.312744
	Iteration 13Q: 3 clusters Score -215789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -215795.796875 Penalty: 2437.312744
	Iteration 14Q: 3 clusters Score -215795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215799.515625 Penalty: 2437.312744
	Iteration 15Q: 3 clusters Score -215799.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215802.796875 Penalty: 2437.312744
	Iteration 16Q: 3 clusters Score -215802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215806.250000 Penalty: 2437.312744
	Iteration 17Q: 3 clusters Score -215806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -215808.500000 Penalty: 2437.312744
	Iteration 18Q: 3 clusters Score -215808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -215808.500000 Penalty: 2437.312744
	Iteration 19F: 3 clusters Score -215808.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Entering Unmasked Estep 
Score: -3965953.750000 Penalty: 1676.569458
	Iteration 0F: 2 clusters Score -3965954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3945428.250000 Penalty: 3353.138916
	Iteration 0F: 3 clusters Score -3945428 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3952936.000000 Penalty: 3353.138916
	Iteration 1F: 3 clusters Score -3952936 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3953345.000000 Penalty: 3353.138916
	Iteration 2Q: 3 clusters Score -3953345 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3953748.250000 Penalty: 3353.138916
	Iteration 3Q: 3 clusters Score -3953748 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3954282.750000 Penalty: 3353.138916
	Iteration 4Q: 3 clusters Score -3954283 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3954850.500000 Penalty: 3353.138916
	Iteration 5Q: 3 clusters Score -3954850 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3955652.750000 Penalty: 3353.138916
	Iteration 6F: 3 clusters Score -3955653 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3956849.500000 Penalty: 3353.138916
	Iteration 7F: 3 clusters Score -3956850 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3958470.000000 Penalty: 3353.138916
	Iteration 8F: 3 clusters Score -3958470 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3960319.500000 Penalty: 3353.138916
	Iteration 9F: 3 clusters Score -3960320 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3961921.500000 Penalty: 3353.138916
	Iteration 10F: 3 clusters Score -3961922 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3963086.250000 Penalty: 3353.138916
	Iteration 11Q: 3 clusters Score -3963086 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3963749.250000 Penalty: 3353.138916
	Iteration 12Q: 3 clusters Score -3963749 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3964052.500000 Penalty: 3353.138916
	Iteration 13Q: 3 clusters Score -3964052 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3964225.000000 Penalty: 3353.138916
	Iteration 14Q: 3 clusters Score -3964225 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3964372.500000 Penalty: 3353.138916
	Iteration 15Q: 3 clusters Score -3964372 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3964501.250000 Penalty: 3353.138916
	Iteration 16Q: 3 clusters Score -3964501 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3964643.000000 Penalty: 3353.138916
	Iteration 17Q: 3 clusters Score -3964643 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3964834.500000 Penalty: 3353.138916
	Iteration 18Q: 3 clusters Score -3964834 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3965040.500000 Penalty: 3353.138916
	Iteration 19Q: 3 clusters Score -3965040 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3965203.750000 Penalty: 3353.138916
	Iteration 20F: 3 clusters Score -3965204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3965301.750000 Penalty: 3353.138916
	Iteration 21Q: 3 clusters Score -3965302 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3965339.750000 Penalty: 3353.138916
	Iteration 22Q: 3 clusters Score -3965340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3965367.250000 Penalty: 3353.138916
	Iteration 23Q: 3 clusters Score -3965367 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3965405.000000 Penalty: 3353.138916
	Iteration 24Q: 3 clusters Score -3965405 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3965422.750000 Penalty: 3353.138916
	Iteration 25Q: 3 clusters Score -3965423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3965452.500000 Penalty: 3353.138916
	Iteration 26Q: 3 clusters Score -3965452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3965451.750000 Penalty: 3353.138916
	Iteration 27Q: 3 clusters Score -3965452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3965466.500000 Penalty: 3353.138916
	Iteration 28Q: 3 clusters Score -3965466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3965458.750000 Penalty: 3353.138916
	Iteration 29Q: 3 clusters Score -3965459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3965469.500000 Penalty: 3353.138916
	Iteration 30Q: 3 clusters Score -3965470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3965466.000000 Penalty: 3353.138916
	Iteration 31Q: 3 clusters Score -3965466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3965467.500000 Penalty: 3353.138916
	Iteration 32Q: 3 clusters Score -3965468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3965465.000000 Penalty: 3353.138916
	Iteration 33Q: 3 clusters Score -3965465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3965469.500000 Penalty: 3353.138916
	Iteration 34Q: 3 clusters Score -3965470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3965473.750000 Penalty: 3353.138916
	Iteration 35Q: 3 clusters Score -3965474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3965470.250000 Penalty: 3353.138916
	Iteration 36Q: 3 clusters Score -3965470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3965465.750000 Penalty: 3353.138916
	Iteration 37Q: 3 clusters Score -3965466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3965468.500000 Penalty: 3353.138916
	Iteration 38Q: 3 clusters Score -3965468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3965468.500000 Penalty: 3353.138916
	Iteration 39F: 3 clusters Score -3965468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Entering Unmasked Estep 
Score: -2919044.000000 Penalty: 1625.615112
	Iteration 0F: 2 clusters Score -2919044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2904055.250000 Penalty: 3251.230225
	Iteration 0F: 3 clusters Score -2904055 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2909653.500000 Penalty: 3251.230225
	Iteration 1F: 3 clusters Score -2909654 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2910241.500000 Penalty: 3251.230225
	Iteration 2F: 3 clusters Score -2910242 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2911073.250000 Penalty: 3251.230225
	Iteration 3F: 3 clusters Score -2911073 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2912243.250000 Penalty: 3251.230225
	Iteration 4F: 3 clusters Score -2912243 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2913847.500000 Penalty: 3251.230225
	Iteration 5F: 3 clusters Score -2913848 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2915519.500000 Penalty: 3251.230225
	Iteration 6F: 3 clusters Score -2915520 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2916798.750000 Penalty: 3251.230225
	Iteration 7F: 3 clusters Score -2916799 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2917680.000000 Penalty: 3251.230225
	Iteration 8Q: 3 clusters Score -2917680 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2918381.500000 Penalty: 3251.230225
	Iteration 9Q: 3 clusters Score -2918382 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2919004.250000 Penalty: 3251.230225
	Iteration 10Q: 3 clusters Score -2919004 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2919374.000000 Penalty: 3251.230225
	Iteration 11Q: 3 clusters Score -2919374 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2919552.750000 Penalty: 3251.230225
	Iteration 12Q: 3 clusters Score -2919553 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2919649.000000 Penalty: 3251.230225
	Iteration 13Q: 3 clusters Score -2919649 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2919681.000000 Penalty: 3251.230225
	Iteration 14Q: 3 clusters Score -2919681 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2919687.750000 Penalty: 3251.230225
	Iteration 15Q: 3 clusters Score -2919688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2919698.250000 Penalty: 3251.230225
	Iteration 16Q: 3 clusters Score -2919698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2919697.000000 Penalty: 3251.230225
	Iteration 17Q: 3 clusters Score -2919697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2919702.250000 Penalty: 3251.230225
	Iteration 18Q: 3 clusters Score -2919702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2919704.500000 Penalty: 3251.230225
	Iteration 19Q: 3 clusters Score -2919704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2919702.250000 Penalty: 3251.230225
	Iteration 20F: 3 clusters Score -2919702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2919704.000000 Penalty: 3251.230225
	Iteration 21Q: 3 clusters Score -2919704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2919704.250000 Penalty: 3251.230225
	Iteration 22Q: 3 clusters Score -2919704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2919700.250000 Penalty: 3251.230225
	Iteration 23Q: 3 clusters Score -2919700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2919704.250000 Penalty: 3251.230225
	Iteration 24Q: 3 clusters Score -2919704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2919706.750000 Penalty: 3251.230225
	Iteration 25Q: 3 clusters Score -2919707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2919708.500000 Penalty: 3251.230225
	Iteration 26Q: 3 clusters Score -2919708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2919710.500000 Penalty: 3251.230225
	Iteration 27Q: 3 clusters Score -2919710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2919707.250000 Penalty: 3251.230225
	Iteration 28Q: 3 clusters Score -2919707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2919709.750000 Penalty: 3251.230225
	Iteration 29Q: 3 clusters Score -2919710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2919710.500000 Penalty: 3251.230225
	Iteration 30Q: 3 clusters Score -2919710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2919710.500000 Penalty: 3251.230225
	Iteration 31F: 3 clusters Score -2919710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12569 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 30253 members 
Mstep: Class 6 contains 20124 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 75922 members 
Mstep: Class 9 contains 28153 members 
Mstep: Class 10 contains 1986 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 114000 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1109 members 
Mstep: Class 16 contains 76987 members 
Mstep: Class 18 contains 13492 members 
Mstep: Class 19 contains 11400 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 24 contains 7359 members 
Entering Unmasked Estep 
Score: -53906924.000000 Penalty: 44176.890625
Splitting cluster 6 changes total score from -53906288.000000 to -53906924.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (8895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Entering Unmasked Estep 
Score: -1132367.625000 Penalty: 1477.652222
	Iteration 0F: 2 clusters Score -1132368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1125932.125000 Penalty: 2955.304443
	Iteration 0F: 3 clusters Score -1125932 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1127872.125000 Penalty: 2955.304443
	Iteration 1F: 3 clusters Score -1127872 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1128048.750000 Penalty: 2955.304443
	Iteration 2F: 3 clusters Score -1128049 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1128196.500000 Penalty: 2955.304443
	Iteration 3Q: 3 clusters Score -1128196 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1128319.250000 Penalty: 2955.304443
	Iteration 4Q: 3 clusters Score -1128319 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1128431.750000 Penalty: 2955.304443
	Iteration 5Q: 3 clusters Score -1128432 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1128526.000000 Penalty: 2955.304443
	Iteration 6Q: 3 clusters Score -1128526 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1128614.875000 Penalty: 2955.304443
	Iteration 7Q: 3 clusters Score -1128615 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1128702.750000 Penalty: 2955.304443
	Iteration 8Q: 3 clusters Score -1128703 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1128807.375000 Penalty: 2955.304443
	Iteration 9Q: 3 clusters Score -1128807 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1128929.250000 Penalty: 2955.304443
	Iteration 10Q: 3 clusters Score -1128929 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1129051.500000 Penalty: 2955.304443
	Iteration 11Q: 3 clusters Score -1129052 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1129210.750000 Penalty: 2955.304443
	Iteration 12Q: 3 clusters Score -1129211 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1129394.625000 Penalty: 2955.304443
	Iteration 13Q: 3 clusters Score -1129395 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1129595.125000 Penalty: 2955.304443
	Iteration 14Q: 3 clusters Score -1129595 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1129798.750000 Penalty: 2955.304443
	Iteration 15Q: 3 clusters Score -1129799 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1129972.750000 Penalty: 2955.304443
	Iteration 16Q: 3 clusters Score -1129973 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1130121.625000 Penalty: 2955.304443
	Iteration 17Q: 3 clusters Score -1130122 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1130257.125000 Penalty: 2955.304443
	Iteration 18Q: 3 clusters Score -1130257 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1130389.500000 Penalty: 2955.304443
	Iteration 19Q: 3 clusters Score -1130390 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1130467.625000 Penalty: 2955.304443
	Iteration 20F: 3 clusters Score -1130468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1130535.750000 Penalty: 2955.304443
	Iteration 21Q: 3 clusters Score -1130536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1130593.875000 Penalty: 2955.304443
	Iteration 22Q: 3 clusters Score -1130594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1130652.125000 Penalty: 2955.304443
	Iteration 23Q: 3 clusters Score -1130652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1130699.375000 Penalty: 2955.304443
	Iteration 24Q: 3 clusters Score -1130699 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1130741.500000 Penalty: 2955.304443
	Iteration 25Q: 3 clusters Score -1130742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1130773.500000 Penalty: 2955.304443
	Iteration 26Q: 3 clusters Score -1130774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1130808.375000 Penalty: 2955.304443
	Iteration 27Q: 3 clusters Score -1130808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1130839.000000 Penalty: 2955.304443
	Iteration 28Q: 3 clusters Score -1130839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1130861.500000 Penalty: 2955.304443
	Iteration 29Q: 3 clusters Score -1130862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1130886.125000 Penalty: 2955.304443
	Iteration 30Q: 3 clusters Score -1130886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1130910.500000 Penalty: 2955.304443
	Iteration 31Q: 3 clusters Score -1130910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1130929.375000 Penalty: 2955.304443
	Iteration 32Q: 3 clusters Score -1130929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1130947.500000 Penalty: 2955.304443
	Iteration 33Q: 3 clusters Score -1130948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1130965.875000 Penalty: 2955.304443
	Iteration 34Q: 3 clusters Score -1130966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1130987.625000 Penalty: 2955.304443
	Iteration 35Q: 3 clusters Score -1130988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1131015.750000 Penalty: 2955.304443
	Iteration 36Q: 3 clusters Score -1131016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1131035.250000 Penalty: 2955.304443
	Iteration 37Q: 3 clusters Score -1131035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1131049.875000 Penalty: 2955.304443
	Iteration 38Q: 3 clusters Score -1131050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1131055.875000 Penalty: 2955.304443
	Iteration 39Q: 3 clusters Score -1131056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1131065.625000 Penalty: 2955.304443
	Iteration 40F: 3 clusters Score -1131066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1131075.375000 Penalty: 2955.304443
	Iteration 41Q: 3 clusters Score -1131075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1131076.500000 Penalty: 2955.304443
	Iteration 42Q: 3 clusters Score -1131076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1131078.125000 Penalty: 2955.304443
	Iteration 43Q: 3 clusters Score -1131078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1131079.250000 Penalty: 2955.304443
	Iteration 44Q: 3 clusters Score -1131079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1131080.375000 Penalty: 2955.304443
	Iteration 45Q: 3 clusters Score -1131080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1131082.250000 Penalty: 2955.304443
	Iteration 46Q: 3 clusters Score -1131082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1131086.000000 Penalty: 2955.304443
	Iteration 47Q: 3 clusters Score -1131086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1131088.375000 Penalty: 2955.304443
	Iteration 48Q: 3 clusters Score -1131088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1131096.125000 Penalty: 2955.304443
	Iteration 49Q: 3 clusters Score -1131096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1131097.000000 Penalty: 2955.304443
	Iteration 50Q: 3 clusters Score -1131097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1131100.625000 Penalty: 2955.304443
	Iteration 51Q: 3 clusters Score -1131101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1131103.125000 Penalty: 2955.304443
	Iteration 52Q: 3 clusters Score -1131103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1131103.125000 Penalty: 2955.304443
	Iteration 53Q: 3 clusters Score -1131103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1131103.125000 Penalty: 2955.304443
	Iteration 54F: 3 clusters Score -1131103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Entering Unmasked Estep 
Score: -9940869.000000 Penalty: 1826.087524
	Iteration 0F: 2 clusters Score -9940869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -9892161.000000 Penalty: 3652.175049
	Iteration 0F: 3 clusters Score -9892161 nChanged 36116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -9913029.000000 Penalty: 3652.175049
	Iteration 1F: 3 clusters Score -9913029 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -9914104.000000 Penalty: 3652.175049
	Iteration 2Q: 3 clusters Score -9914104 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -9916110.000000 Penalty: 3652.175049
	Iteration 3Q: 3 clusters Score -9916110 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -9920356.000000 Penalty: 3652.175049
	Iteration 4F: 3 clusters Score -9920356 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -9927682.000000 Penalty: 3652.175049
	Iteration 5F: 3 clusters Score -9927682 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -9938523.000000 Penalty: 3652.175049
	Iteration 6F: 3 clusters Score -9938523 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -9947856.000000 Penalty: 3652.175049
	Iteration 7F: 3 clusters Score -9947856 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -9950599.000000 Penalty: 3652.175049
	Iteration 8Q: 3 clusters Score -9950599 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -9951065.000000 Penalty: 3652.175049
	Iteration 9Q: 3 clusters Score -9951065 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -9951144.000000 Penalty: 3652.175049
	Iteration 10Q: 3 clusters Score -9951144 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -9951174.000000 Penalty: 3652.175049
	Iteration 11Q: 3 clusters Score -9951174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -9951176.000000 Penalty: 3652.175049
	Iteration 12Q: 3 clusters Score -9951176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -9951181.000000 Penalty: 3652.175049
	Iteration 13Q: 3 clusters Score -9951181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -9951187.000000 Penalty: 3652.175049
	Iteration 14Q: 3 clusters Score -9951187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -9951184.000000 Penalty: 3652.175049
	Iteration 15Q: 3 clusters Score -9951184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -9951187.000000 Penalty: 3652.175049
	Iteration 16Q: 3 clusters Score -9951187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -9951185.000000 Penalty: 3652.175049
	Iteration 17Q: 3 clusters Score -9951185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -9951179.000000 Penalty: 3652.175049
	Iteration 18Q: 3 clusters Score -9951179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -9951170.000000 Penalty: 3652.175049
	Iteration 19Q: 3 clusters Score -9951170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -9951168.000000 Penalty: 3652.175049
	Iteration 20F: 3 clusters Score -9951168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12569 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 30253 members 
Mstep: Class 6 contains 20124 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 57359 members 
Mstep: Class 9 contains 28153 members 
Mstep: Class 10 contains 1986 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 114000 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1109 members 
Mstep: Class 16 contains 76987 members 
Mstep: Class 17 contains 18563 members 
Mstep: Class 18 contains 13492 members 
Mstep: Class 19 contains 11400 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 24 contains 7359 members 
Entering Unmasked Estep 
Score: -53917092.000000 Penalty: 46280.550781
Splitting cluster 8 changes total score from -53906288.000000 to -53917092.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (28153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Entering Unmasked Estep 
Score: -3706726.750000 Penalty: 1664.878906
	Iteration 0F: 2 clusters Score -3706727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3687665.000000 Penalty: 3329.757812
	Iteration 0F: 3 clusters Score -3687665 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3694932.250000 Penalty: 3329.757812
	Iteration 1F: 3 clusters Score -3694932 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3695403.750000 Penalty: 3329.757812
	Iteration 2Q: 3 clusters Score -3695404 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3695907.500000 Penalty: 3329.757812
	Iteration 3Q: 3 clusters Score -3695908 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3696447.000000 Penalty: 3329.757812
	Iteration 4Q: 3 clusters Score -3696447 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3697094.750000 Penalty: 3329.757812
	Iteration 5Q: 3 clusters Score -3697095 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3698025.250000 Penalty: 3329.757812
	Iteration 6F: 3 clusters Score -3698025 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3699325.250000 Penalty: 3329.757812
	Iteration 7F: 3 clusters Score -3699325 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3700922.750000 Penalty: 3329.757812
	Iteration 8F: 3 clusters Score -3700923 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3702517.500000 Penalty: 3329.757812
	Iteration 9F: 3 clusters Score -3702518 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3703739.250000 Penalty: 3329.757812
	Iteration 10Q: 3 clusters Score -3703739 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3704449.000000 Penalty: 3329.757812
	Iteration 11Q: 3 clusters Score -3704449 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3704859.750000 Penalty: 3329.757812
	Iteration 12Q: 3 clusters Score -3704860 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3705029.000000 Penalty: 3329.757812
	Iteration 13Q: 3 clusters Score -3705029 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3705114.250000 Penalty: 3329.757812
	Iteration 14Q: 3 clusters Score -3705114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3705144.000000 Penalty: 3329.757812
	Iteration 15Q: 3 clusters Score -3705144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3705162.000000 Penalty: 3329.757812
	Iteration 16Q: 3 clusters Score -3705162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3705176.250000 Penalty: 3329.757812
	Iteration 17Q: 3 clusters Score -3705176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3705184.750000 Penalty: 3329.757812
	Iteration 18Q: 3 clusters Score -3705185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3705195.250000 Penalty: 3329.757812
	Iteration 19Q: 3 clusters Score -3705195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3705207.500000 Penalty: 3329.757812
	Iteration 20F: 3 clusters Score -3705208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3705218.250000 Penalty: 3329.757812
	Iteration 21Q: 3 clusters Score -3705218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3705228.500000 Penalty: 3329.757812
	Iteration 22Q: 3 clusters Score -3705228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3705236.750000 Penalty: 3329.757812
	Iteration 23Q: 3 clusters Score -3705237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3705239.000000 Penalty: 3329.757812
	Iteration 24Q: 3 clusters Score -3705239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3705249.750000 Penalty: 3329.757812
	Iteration 25Q: 3 clusters Score -3705250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3705255.750000 Penalty: 3329.757812
	Iteration 26Q: 3 clusters Score -3705256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3705263.000000 Penalty: 3329.757812
	Iteration 27Q: 3 clusters Score -3705263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3705270.000000 Penalty: 3329.757812
	Iteration 28Q: 3 clusters Score -3705270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3705272.500000 Penalty: 3329.757812
	Iteration 29Q: 3 clusters Score -3705272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3705273.500000 Penalty: 3329.757812
	Iteration 30Q: 3 clusters Score -3705274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3705272.500000 Penalty: 3329.757812
	Iteration 31Q: 3 clusters Score -3705272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3705274.500000 Penalty: 3329.757812
	Iteration 32Q: 3 clusters Score -3705274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3705273.250000 Penalty: 3329.757812
	Iteration 33Q: 3 clusters Score -3705273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3705271.750000 Penalty: 3329.757812
	Iteration 34Q: 3 clusters Score -3705272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3705271.750000 Penalty: 3329.757812
	Iteration 35F: 3 clusters Score -3705272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Entering Unmasked Estep 
Score: -924072.625000 Penalty: 1439.369385
	Iteration 0F: 2 clusters Score -924072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -918811.375000 Penalty: 2878.738770
	Iteration 0F: 3 clusters Score -918811.4 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -920452.000000 Penalty: 2878.738770
	Iteration 1F: 3 clusters Score -920452 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -920691.125000 Penalty: 2878.738770
	Iteration 2F: 3 clusters Score -920691.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -920867.312500 Penalty: 2878.738770
	Iteration 3F: 3 clusters Score -920867.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -921014.625000 Penalty: 2878.738770
	Iteration 4Q: 3 clusters Score -921014.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -921173.437500 Penalty: 2878.738770
	Iteration 5Q: 3 clusters Score -921173.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -921351.937500 Penalty: 2878.738770
	Iteration 6Q: 3 clusters Score -921351.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -921529.875000 Penalty: 2878.738770
	Iteration 7Q: 3 clusters Score -921529.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -921740.062500 Penalty: 2878.738770
	Iteration 8Q: 3 clusters Score -921740.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -921970.500000 Penalty: 2878.738770
	Iteration 9Q: 3 clusters Score -921970.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -922165.875000 Penalty: 2878.738770
	Iteration 10Q: 3 clusters Score -922165.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -922351.750000 Penalty: 2878.738770
	Iteration 11Q: 3 clusters Score -922351.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -922486.625000 Penalty: 2878.738770
	Iteration 12Q: 3 clusters Score -922486.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -922594.937500 Penalty: 2878.738770
	Iteration 13Q: 3 clusters Score -922594.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -922670.500000 Penalty: 2878.738770
	Iteration 14Q: 3 clusters Score -922670.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -922707.312500 Penalty: 2878.738770
	Iteration 15Q: 3 clusters Score -922707.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -922728.562500 Penalty: 2878.738770
	Iteration 16Q: 3 clusters Score -922728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -922745.125000 Penalty: 2878.738770
	Iteration 17Q: 3 clusters Score -922745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -922755.687500 Penalty: 2878.738770
	Iteration 18Q: 3 clusters Score -922755.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -922770.625000 Penalty: 2878.738770
	Iteration 19Q: 3 clusters Score -922770.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -922775.875000 Penalty: 2878.738770
	Iteration 20F: 3 clusters Score -922775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -922780.250000 Penalty: 2878.738770
	Iteration 21Q: 3 clusters Score -922780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -922785.062500 Penalty: 2878.738770
	Iteration 22Q: 3 clusters Score -922785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -922792.562500 Penalty: 2878.738770
	Iteration 23Q: 3 clusters Score -922792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -922796.937500 Penalty: 2878.738770
	Iteration 24Q: 3 clusters Score -922796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -922798.500000 Penalty: 2878.738770
	Iteration 25Q: 3 clusters Score -922798.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -922808.312500 Penalty: 2878.738770
	Iteration 26Q: 3 clusters Score -922808.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -922814.250000 Penalty: 2878.738770
	Iteration 27Q: 3 clusters Score -922814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -922819.187500 Penalty: 2878.738770
	Iteration 28Q: 3 clusters Score -922819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -922819.750000 Penalty: 2878.738770
	Iteration 29Q: 3 clusters Score -922819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -922822.875000 Penalty: 2878.738770
	Iteration 30Q: 3 clusters Score -922822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -922825.375000 Penalty: 2878.738770
	Iteration 31Q: 3 clusters Score -922825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -922829.125000 Penalty: 2878.738770
	Iteration 32Q: 3 clusters Score -922829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -922833.562500 Penalty: 2878.738770
	Iteration 33Q: 3 clusters Score -922833.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -922833.687500 Penalty: 2878.738770
	Iteration 34Q: 3 clusters Score -922833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -922833.687500 Penalty: 2878.738770
	Iteration 35F: 3 clusters Score -922833.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -20783.324219 Penalty: 877.935120
	Iteration 0F: 2 clusters Score -20783.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20120.730469 Penalty: 1755.870239
	Iteration 0F: 3 clusters Score -20120.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20237.783203 Penalty: 1755.870239
	Iteration 1F: 3 clusters Score -20237.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20285.535156 Penalty: 1755.870239
	Iteration 2F: 3 clusters Score -20285.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20293.761719 Penalty: 1755.870239
	Iteration 3Q: 3 clusters Score -20293.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20295.294922 Penalty: 1755.870239
	Iteration 4Q: 3 clusters Score -20295.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20297.048828 Penalty: 1755.870239
	Iteration 5Q: 3 clusters Score -20297.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20297.048828 Penalty: 1755.870239
	Iteration 6F: 3 clusters Score -20297.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (114000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Entering Unmasked Estep 
Score: -15023872.000000 Penalty: 1892.142456
	Iteration 0F: 2 clusters Score -1.502387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -14956730.000000 Penalty: 3784.284912
	Iteration 0F: 3 clusters Score -1.495673e+07 nChanged 54800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -14988728.000000 Penalty: 3784.284912
	Iteration 1F: 3 clusters Score -1.498873e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -14989871.000000 Penalty: 3784.284912
	Iteration 2Q: 3 clusters Score -1.498987e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -14991408.000000 Penalty: 3784.284912
	Iteration 3Q: 3 clusters Score -1.499141e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -14993585.000000 Penalty: 3784.284912
	Iteration 4F: 3 clusters Score -1.499358e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -14996380.000000 Penalty: 3784.284912
	Iteration 5F: 3 clusters Score -1.499638e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -14999478.000000 Penalty: 3784.284912
	Iteration 6F: 3 clusters Score -1.499948e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -15002773.000000 Penalty: 3784.284912
	Iteration 7F: 3 clusters Score -1.500277e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -15006255.000000 Penalty: 3784.284912
	Iteration 8F: 3 clusters Score -1.500626e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -15009018.000000 Penalty: 3784.284912
	Iteration 9F: 3 clusters Score -1.500902e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -15010089.000000 Penalty: 3784.284912
	Iteration 10Q: 3 clusters Score -1.501009e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -15010640.000000 Penalty: 3784.284912
	Iteration 11Q: 3 clusters Score -1.501064e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -15010953.000000 Penalty: 3784.284912
	Iteration 12Q: 3 clusters Score -1.501095e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -15011319.000000 Penalty: 3784.284912
	Iteration 13Q: 3 clusters Score -1.501132e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -15011616.000000 Penalty: 3784.284912
	Iteration 14Q: 3 clusters Score -1.501162e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -15011772.000000 Penalty: 3784.284912
	Iteration 15Q: 3 clusters Score -1.501177e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -15011963.000000 Penalty: 3784.284912
	Iteration 16Q: 3 clusters Score -1.501196e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -15012056.000000 Penalty: 3784.284912
	Iteration 17Q: 3 clusters Score -1.501206e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -15012250.000000 Penalty: 3784.284912
	Iteration 18Q: 3 clusters Score -1.501225e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -15012406.000000 Penalty: 3784.284912
	Iteration 19Q: 3 clusters Score -1.501241e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -15012499.000000 Penalty: 3784.284912
	Iteration 20F: 3 clusters Score -1.50125e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -15012578.000000 Penalty: 3784.284912
	Iteration 21Q: 3 clusters Score -1.501258e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -15012796.000000 Penalty: 3784.284912
	Iteration 22Q: 3 clusters Score -1.50128e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -15012939.000000 Penalty: 3784.284912
	Iteration 23Q: 3 clusters Score -1.501294e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -15013203.000000 Penalty: 3784.284912
	Iteration 24Q: 3 clusters Score -1.50132e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -15013506.000000 Penalty: 3784.284912
	Iteration 25Q: 3 clusters Score -1.501351e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -15013950.000000 Penalty: 3784.284912
	Iteration 26Q: 3 clusters Score -1.501395e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -15014659.000000 Penalty: 3784.284912
	Iteration 27Q: 3 clusters Score -1.501466e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -15015060.000000 Penalty: 3784.284912
	Iteration 28Q: 3 clusters Score -1.501506e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -15015574.000000 Penalty: 3784.284912
	Iteration 29Q: 3 clusters Score -1.501557e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -15016090.000000 Penalty: 3784.284912
	Iteration 30Q: 3 clusters Score -1.501609e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -15016291.000000 Penalty: 3784.284912
	Iteration 31Q: 3 clusters Score -1.501629e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -15016325.000000 Penalty: 3784.284912
	Iteration 32Q: 3 clusters Score -1.501632e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -15016340.000000 Penalty: 3784.284912
	Iteration 33Q: 3 clusters Score -1.501634e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -15016326.000000 Penalty: 3784.284912
	Iteration 34Q: 3 clusters Score -1.501633e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -15016422.000000 Penalty: 3784.284912
	Iteration 35Q: 3 clusters Score -1.501642e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -15016329.000000 Penalty: 3784.284912
	Iteration 36Q: 3 clusters Score -1.501633e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -15016352.000000 Penalty: 3784.284912
	Iteration 37Q: 3 clusters Score -1.501635e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -15016459.000000 Penalty: 3784.284912
	Iteration 38Q: 3 clusters Score -1.501646e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -15016552.000000 Penalty: 3784.284912
	Iteration 39Q: 3 clusters Score -1.501655e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -15017577.000000 Penalty: 3784.284912
	Iteration 40F: 3 clusters Score -1.501758e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -15018147.000000 Penalty: 3784.284912
	Iteration 41Q: 3 clusters Score -1.501815e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -15019291.000000 Penalty: 3784.284912
	Iteration 42Q: 3 clusters Score -1.501929e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104204 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -15020120.000000 Penalty: 3784.284912
	Iteration 43Q: 3 clusters Score -1.502012e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -15021076.000000 Penalty: 3784.284912
	Iteration 44Q: 3 clusters Score -1.502108e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -15021762.000000 Penalty: 3784.284912
	Iteration 45Q: 3 clusters Score -1.502176e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -15022428.000000 Penalty: 3784.284912
	Iteration 46Q: 3 clusters Score -1.502243e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108622 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -15022906.000000 Penalty: 3784.284912
	Iteration 47Q: 3 clusters Score -1.502291e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109516 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -15023159.000000 Penalty: 3784.284912
	Iteration 48Q: 3 clusters Score -1.502316e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110279 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -15023551.000000 Penalty: 3784.284912
	Iteration 49Q: 3 clusters Score -1.502355e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -15023688.000000 Penalty: 3784.284912
	Iteration 50Q: 3 clusters Score -1.502369e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111435 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -15023655.000000 Penalty: 3784.284912
	Iteration 51Q: 3 clusters Score -1.502366e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111856 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -15023587.000000 Penalty: 3784.284912
	Iteration 52Q: 3 clusters Score -1.502359e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112220 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -15023496.000000 Penalty: 3784.284912
	Iteration 53Q: 3 clusters Score -1.50235e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112502 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15023397.000000 Penalty: 3784.284912
	Iteration 54Q: 3 clusters Score -1.50234e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112691 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -15023313.000000 Penalty: 3784.284912
	Iteration 55Q: 3 clusters Score -1.502331e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15023227.000000 Penalty: 3784.284912
	Iteration 56Q: 3 clusters Score -1.502323e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -15023143.000000 Penalty: 3784.284912
	Iteration 57Q: 3 clusters Score -1.502314e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15023099.000000 Penalty: 3784.284912
	Iteration 58Q: 3 clusters Score -1.50231e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113083 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -15023048.000000 Penalty: 3784.284912
	Iteration 59Q: 3 clusters Score -1.502305e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15022979.000000 Penalty: 3784.284912
	Iteration 60F: 3 clusters Score -1.502298e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15022956.000000 Penalty: 3784.284912
	Iteration 61Q: 3 clusters Score -1.502296e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15022914.000000 Penalty: 3784.284912
	Iteration 62Q: 3 clusters Score -1.502291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113234 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15022906.000000 Penalty: 3784.284912
	Iteration 63Q: 3 clusters Score -1.502291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113262 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15022910.000000 Penalty: 3784.284912
	Iteration 64Q: 3 clusters Score -1.502291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113282 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15022899.000000 Penalty: 3784.284912
	Iteration 65Q: 3 clusters Score -1.50229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113297 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -15022893.000000 Penalty: 3784.284912
	Iteration 66Q: 3 clusters Score -1.502289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113316 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15022881.000000 Penalty: 3784.284912
	Iteration 67Q: 3 clusters Score -1.502288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15022876.000000 Penalty: 3784.284912
	Iteration 68Q: 3 clusters Score -1.502288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113329 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -15022863.000000 Penalty: 3784.284912
	Iteration 69Q: 3 clusters Score -1.502286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113338 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15022875.000000 Penalty: 3784.284912
	Iteration 70Q: 3 clusters Score -1.502288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113346 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15022859.000000 Penalty: 3784.284912
	Iteration 71Q: 3 clusters Score -1.502286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15022861.000000 Penalty: 3784.284912
	Iteration 72Q: 3 clusters Score -1.502286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113358 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15022855.000000 Penalty: 3784.284912
	Iteration 73Q: 3 clusters Score -1.502286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -15022851.000000 Penalty: 3784.284912
	Iteration 74Q: 3 clusters Score -1.502285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15022849.000000 Penalty: 3784.284912
	Iteration 75Q: 3 clusters Score -1.502285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15022854.000000 Penalty: 3784.284912
	Iteration 76Q: 3 clusters Score -1.502285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -15022845.000000 Penalty: 3784.284912
	Iteration 77Q: 3 clusters Score -1.502284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113371 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15022843.000000 Penalty: 3784.284912
	Iteration 78Q: 3 clusters Score -1.502284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15022849.000000 Penalty: 3784.284912
	Iteration 79Q: 3 clusters Score -1.502285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15022849.000000 Penalty: 3784.284912
	Iteration 80F: 3 clusters Score -1.502285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -37019.742188 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -37019.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36162.449219 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -36162.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36298.316406 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -36298.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36364.253906 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -36364.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36386.683594 Penalty: 1901.965820
	Iteration 3Q: 3 clusters Score -36386.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36398.742188 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -36398.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36410.402344 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -36410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36423.101562 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -36423.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36449.378906 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -36449.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36462.476562 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -36462.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36465.058594 Penalty: 1901.965820
	Iteration 9Q: 3 clusters Score -36465.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36468.691406 Penalty: 1901.965820
	Iteration 10Q: 3 clusters Score -36468.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36469.839844 Penalty: 1901.965820
	Iteration 11Q: 3 clusters Score -36469.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36475.867188 Penalty: 1901.965820
	Iteration 12Q: 3 clusters Score -36475.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36486.476562 Penalty: 1901.965820
	Iteration 13Q: 3 clusters Score -36486.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36493.730469 Penalty: 1901.965820
	Iteration 14Q: 3 clusters Score -36493.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36519.593750 Penalty: 1901.965820
	Iteration 15Q: 3 clusters Score -36519.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36529.316406 Penalty: 1901.965820
	Iteration 16Q: 3 clusters Score -36529.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36542.222656 Penalty: 1901.965820
	Iteration 17Q: 3 clusters Score -36542.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36548.675781 Penalty: 1901.965820
	Iteration 18Q: 3 clusters Score -36548.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36551.191406 Penalty: 1901.965820
	Iteration 19Q: 3 clusters Score -36551.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36556.285156 Penalty: 1901.965820
	Iteration 20F: 3 clusters Score -36556.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36562.039062 Penalty: 1901.965820
	Iteration 21Q: 3 clusters Score -36562.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36564.828125 Penalty: 1901.965820
	Iteration 22Q: 3 clusters Score -36564.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36564.828125 Penalty: 1901.965820
	Iteration 23F: 3 clusters Score -36564.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -128684.250000 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -128684.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -127167.859375 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -127167.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127445.289062 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -127445.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -127535.851562 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -127535.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -127578.773438 Penalty: 2278.644531
	Iteration 3Q: 3 clusters Score -127578.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127614.234375 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -127614.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127650.078125 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -127650.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -127676.671875 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -127676.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127699.429688 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -127699.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -127718.656250 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -127718.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127743.359375 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -127743.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -127762.390625 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -127762.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -127782.742188 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -127782.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127801.460938 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -127801.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127811.437500 Penalty: 2278.644531
	Iteration 13Q: 3 clusters Score -127811.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127821.109375 Penalty: 2278.644531
	Iteration 14Q: 3 clusters Score -127821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127827.851562 Penalty: 2278.644531
	Iteration 15Q: 3 clusters Score -127827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127836.468750 Penalty: 2278.644531
	Iteration 16Q: 3 clusters Score -127836.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127846.523438 Penalty: 2278.644531
	Iteration 17Q: 3 clusters Score -127846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127854.320312 Penalty: 2278.644531
	Iteration 18Q: 3 clusters Score -127854.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127859.789062 Penalty: 2278.644531
	Iteration 19Q: 3 clusters Score -127859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127866.179688 Penalty: 2278.644531
	Iteration 20F: 3 clusters Score -127866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127870.156250 Penalty: 2278.644531
	Iteration 21Q: 3 clusters Score -127870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127872.195312 Penalty: 2278.644531
	Iteration 22Q: 3 clusters Score -127872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127872.781250 Penalty: 2278.644531
	Iteration 23Q: 3 clusters Score -127872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127874.351562 Penalty: 2278.644531
	Iteration 24Q: 3 clusters Score -127874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127875.804688 Penalty: 2278.644531
	Iteration 25Q: 3 clusters Score -127875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127877.250000 Penalty: 2278.644531
	Iteration 26Q: 3 clusters Score -127877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127878.507812 Penalty: 2278.644531
	Iteration 27Q: 3 clusters Score -127878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127879.539062 Penalty: 2278.644531
	Iteration 28Q: 3 clusters Score -127879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127882.171875 Penalty: 2278.644531
	Iteration 29Q: 3 clusters Score -127882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127882.906250 Penalty: 2278.644531
	Iteration 30Q: 3 clusters Score -127882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127882.906250 Penalty: 2278.644531
	Iteration 31F: 3 clusters Score -127882.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Entering Unmasked Estep 
Score: -10122902.000000 Penalty: 1828.351074
	Iteration 0F: 2 clusters Score -1.01229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -10074190.000000 Penalty: 3656.702148
	Iteration 0F: 3 clusters Score -1.007419e+07 nChanged 36355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -10094809.000000 Penalty: 3656.702148
	Iteration 1F: 3 clusters Score -1.009481e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -10095348.000000 Penalty: 3656.702148
	Iteration 2Q: 3 clusters Score -1.009535e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -10095945.000000 Penalty: 3656.702148
	Iteration 3Q: 3 clusters Score -1.009594e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -10096761.000000 Penalty: 3656.702148
	Iteration 4Q: 3 clusters Score -1.009676e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -10098180.000000 Penalty: 3656.702148
	Iteration 5Q: 3 clusters Score -1.009818e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -10100863.000000 Penalty: 3656.702148
	Iteration 6F: 3 clusters Score -1.010086e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -10105300.000000 Penalty: 3656.702148
	Iteration 7F: 3 clusters Score -1.01053e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -10110379.000000 Penalty: 3656.702148
	Iteration 8F: 3 clusters Score -1.011038e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -10113682.000000 Penalty: 3656.702148
	Iteration 9F: 3 clusters Score -1.011368e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -10115698.000000 Penalty: 3656.702148
	Iteration 10Q: 3 clusters Score -1.01157e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -10117053.000000 Penalty: 3656.702148
	Iteration 11Q: 3 clusters Score -1.011705e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -10118027.000000 Penalty: 3656.702148
	Iteration 12Q: 3 clusters Score -1.011803e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -10118723.000000 Penalty: 3656.702148
	Iteration 13Q: 3 clusters Score -1.011872e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -10119364.000000 Penalty: 3656.702148
	Iteration 14Q: 3 clusters Score -1.011936e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -10119875.000000 Penalty: 3656.702148
	Iteration 15Q: 3 clusters Score -1.011988e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -10120237.000000 Penalty: 3656.702148
	Iteration 16Q: 3 clusters Score -1.012024e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -10120538.000000 Penalty: 3656.702148
	Iteration 17Q: 3 clusters Score -1.012054e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -10120822.000000 Penalty: 3656.702148
	Iteration 18Q: 3 clusters Score -1.012082e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -10120937.000000 Penalty: 3656.702148
	Iteration 19Q: 3 clusters Score -1.012094e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -10121033.000000 Penalty: 3656.702148
	Iteration 20F: 3 clusters Score -1.012103e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -10121126.000000 Penalty: 3656.702148
	Iteration 21Q: 3 clusters Score -1.012113e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -10121205.000000 Penalty: 3656.702148
	Iteration 22Q: 3 clusters Score -1.01212e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -10121245.000000 Penalty: 3656.702148
	Iteration 23Q: 3 clusters Score -1.012124e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -10121289.000000 Penalty: 3656.702148
	Iteration 24Q: 3 clusters Score -1.012129e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -10121326.000000 Penalty: 3656.702148
	Iteration 25Q: 3 clusters Score -1.012133e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -10121349.000000 Penalty: 3656.702148
	Iteration 26Q: 3 clusters Score -1.012135e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -10121391.000000 Penalty: 3656.702148
	Iteration 27Q: 3 clusters Score -1.012139e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -10121417.000000 Penalty: 3656.702148
	Iteration 28Q: 3 clusters Score -1.012142e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -10121453.000000 Penalty: 3656.702148
	Iteration 29Q: 3 clusters Score -1.012145e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -10121448.000000 Penalty: 3656.702148
	Iteration 30Q: 3 clusters Score -1.012145e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -10121457.000000 Penalty: 3656.702148
	Iteration 31Q: 3 clusters Score -1.012146e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -10121505.000000 Penalty: 3656.702148
	Iteration 32Q: 3 clusters Score -1.01215e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -10121515.000000 Penalty: 3656.702148
	Iteration 33Q: 3 clusters Score -1.012152e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -10121552.000000 Penalty: 3656.702148
	Iteration 34Q: 3 clusters Score -1.012155e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -10121556.000000 Penalty: 3656.702148
	Iteration 35Q: 3 clusters Score -1.012156e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -10121566.000000 Penalty: 3656.702148
	Iteration 36Q: 3 clusters Score -1.012157e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -10121567.000000 Penalty: 3656.702148
	Iteration 37Q: 3 clusters Score -1.012157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -10121588.000000 Penalty: 3656.702148
	Iteration 38Q: 3 clusters Score -1.012159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -10121587.000000 Penalty: 3656.702148
	Iteration 39Q: 3 clusters Score -1.012159e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -10121597.000000 Penalty: 3656.702148
	Iteration 40F: 3 clusters Score -1.01216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -10121601.000000 Penalty: 3656.702148
	Iteration 41Q: 3 clusters Score -1.01216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -10121603.000000 Penalty: 3656.702148
	Iteration 42Q: 3 clusters Score -1.01216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -10121607.000000 Penalty: 3656.702148
	Iteration 43Q: 3 clusters Score -1.012161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -10121631.000000 Penalty: 3656.702148
	Iteration 44Q: 3 clusters Score -1.012163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -10121617.000000 Penalty: 3656.702148
	Iteration 45Q: 3 clusters Score -1.012162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -10121620.000000 Penalty: 3656.702148
	Iteration 46Q: 3 clusters Score -1.012162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -10121630.000000 Penalty: 3656.702148
	Iteration 47Q: 3 clusters Score -1.012163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -10121638.000000 Penalty: 3656.702148
	Iteration 48Q: 3 clusters Score -1.012164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -10121634.000000 Penalty: 3656.702148
	Iteration 49Q: 3 clusters Score -1.012163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -10121638.000000 Penalty: 3656.702148
	Iteration 50Q: 3 clusters Score -1.012164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -10121638.000000 Penalty: 3656.702148
	Iteration 51Q: 3 clusters Score -1.012164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -10121650.000000 Penalty: 3656.702148
	Iteration 52Q: 3 clusters Score -1.012165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -10121652.000000 Penalty: 3656.702148
	Iteration 53Q: 3 clusters Score -1.012165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -10121659.000000 Penalty: 3656.702148
	Iteration 54Q: 3 clusters Score -1.012166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -10121652.000000 Penalty: 3656.702148
	Iteration 55Q: 3 clusters Score -1.012165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -10121649.000000 Penalty: 3656.702148
	Iteration 56Q: 3 clusters Score -1.012165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -10121654.000000 Penalty: 3656.702148
	Iteration 57Q: 3 clusters Score -1.012165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -10121661.000000 Penalty: 3656.702148
	Iteration 58Q: 3 clusters Score -1.012166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -10121661.000000 Penalty: 3656.702148
	Iteration 59Q: 3 clusters Score -1.012166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -10121650.000000 Penalty: 3656.702148
	Iteration 60F: 3 clusters Score -1.012165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -10121652.000000 Penalty: 3656.702148
	Iteration 61Q: 3 clusters Score -1.012165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -10121655.000000 Penalty: 3656.702148
	Iteration 62Q: 3 clusters Score -1.012166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -10121652.000000 Penalty: 3656.702148
	Iteration 63Q: 3 clusters Score -1.012165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -10121652.000000 Penalty: 3656.702148
	Iteration 64F: 3 clusters Score -1.012165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Entering Unmasked Estep 
Score: -1782931.500000 Penalty: 1545.351074
	Iteration 0F: 2 clusters Score -1782932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1773424.750000 Penalty: 3090.702148
	Iteration 0F: 3 clusters Score -1773425 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1776771.250000 Penalty: 3090.702148
	Iteration 1F: 3 clusters Score -1776771 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1777307.750000 Penalty: 3090.702148
	Iteration 2F: 3 clusters Score -1777308 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1778092.250000 Penalty: 3090.702148
	Iteration 3F: 3 clusters Score -1778092 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1779097.250000 Penalty: 3090.702148
	Iteration 4F: 3 clusters Score -1779097 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1780157.500000 Penalty: 3090.702148
	Iteration 5F: 3 clusters Score -1780158 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1780985.625000 Penalty: 3090.702148
	Iteration 6F: 3 clusters Score -1780986 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1781543.000000 Penalty: 3090.702148
	Iteration 7F: 3 clusters Score -1781543 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1781941.000000 Penalty: 3090.702148
	Iteration 8Q: 3 clusters Score -1781941 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1782241.875000 Penalty: 3090.702148
	Iteration 9Q: 3 clusters Score -1782242 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1782486.875000 Penalty: 3090.702148
	Iteration 10Q: 3 clusters Score -1782487 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1782645.000000 Penalty: 3090.702148
	Iteration 11Q: 3 clusters Score -1782645 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1782706.875000 Penalty: 3090.702148
	Iteration 12Q: 3 clusters Score -1782707 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1782735.375000 Penalty: 3090.702148
	Iteration 13Q: 3 clusters Score -1782735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1782752.750000 Penalty: 3090.702148
	Iteration 14Q: 3 clusters Score -1782753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1782758.000000 Penalty: 3090.702148
	Iteration 15Q: 3 clusters Score -1782758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1782763.750000 Penalty: 3090.702148
	Iteration 16Q: 3 clusters Score -1782764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1782766.375000 Penalty: 3090.702148
	Iteration 17Q: 3 clusters Score -1782766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1782770.875000 Penalty: 3090.702148
	Iteration 18Q: 3 clusters Score -1782771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1782777.250000 Penalty: 3090.702148
	Iteration 19Q: 3 clusters Score -1782777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1782778.750000 Penalty: 3090.702148
	Iteration 20F: 3 clusters Score -1782779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1782780.875000 Penalty: 3090.702148
	Iteration 21Q: 3 clusters Score -1782781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1782782.125000 Penalty: 3090.702148
	Iteration 22Q: 3 clusters Score -1782782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1782782.375000 Penalty: 3090.702148
	Iteration 23Q: 3 clusters Score -1782782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1782783.125000 Penalty: 3090.702148
	Iteration 24Q: 3 clusters Score -1782783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1782784.750000 Penalty: 3090.702148
	Iteration 25Q: 3 clusters Score -1782785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1782785.250000 Penalty: 3090.702148
	Iteration 26Q: 3 clusters Score -1782785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1782786.875000 Penalty: 3090.702148
	Iteration 27Q: 3 clusters Score -1782787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1782785.750000 Penalty: 3090.702148
	Iteration 28Q: 3 clusters Score -1782786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1782787.375000 Penalty: 3090.702148
	Iteration 29Q: 3 clusters Score -1782787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1782782.125000 Penalty: 3090.702148
	Iteration 30Q: 3 clusters Score -1782782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1782784.875000 Penalty: 3090.702148
	Iteration 31Q: 3 clusters Score -1782785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1782787.125000 Penalty: 3090.702148
	Iteration 32Q: 3 clusters Score -1782787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1782788.375000 Penalty: 3090.702148
	Iteration 33Q: 3 clusters Score -1782788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1782786.625000 Penalty: 3090.702148
	Iteration 34Q: 3 clusters Score -1782787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1782787.375000 Penalty: 3090.702148
	Iteration 35Q: 3 clusters Score -1782787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1782788.375000 Penalty: 3090.702148
	Iteration 36Q: 3 clusters Score -1782788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1782787.375000 Penalty: 3090.702148
	Iteration 37Q: 3 clusters Score -1782787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1782788.625000 Penalty: 3090.702148
	Iteration 38Q: 3 clusters Score -1782789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1782788.625000 Penalty: 3090.702148
	Iteration 39Q: 3 clusters Score -1782789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1782788.625000 Penalty: 3090.702148
	Iteration 40F: 3 clusters Score -1782789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Entering Unmasked Estep 
Score: -1505852.000000 Penalty: 1517.972412
	Iteration 0F: 2 clusters Score -1505852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1497832.500000 Penalty: 3035.944824
	Iteration 0F: 3 clusters Score -1497832 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1500383.875000 Penalty: 3035.944824
	Iteration 1F: 3 clusters Score -1500384 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1500667.750000 Penalty: 3035.944824
	Iteration 2F: 3 clusters Score -1500668 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1500956.625000 Penalty: 3035.944824
	Iteration 3F: 3 clusters Score -1500957 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1501271.250000 Penalty: 3035.944824
	Iteration 4F: 3 clusters Score -1501271 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1501639.250000 Penalty: 3035.944824
	Iteration 5F: 3 clusters Score -1501639 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1502031.625000 Penalty: 3035.944824
	Iteration 6F: 3 clusters Score -1502032 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1502504.625000 Penalty: 3035.944824
	Iteration 7F: 3 clusters Score -1502505 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1502975.625000 Penalty: 3035.944824
	Iteration 8F: 3 clusters Score -1502976 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1503402.125000 Penalty: 3035.944824
	Iteration 9Q: 3 clusters Score -1503402 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1503753.750000 Penalty: 3035.944824
	Iteration 10Q: 3 clusters Score -1503754 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1504007.125000 Penalty: 3035.944824
	Iteration 11Q: 3 clusters Score -1504007 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1504182.250000 Penalty: 3035.944824
	Iteration 12Q: 3 clusters Score -1504182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1504280.625000 Penalty: 3035.944824
	Iteration 13Q: 3 clusters Score -1504281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1504343.000000 Penalty: 3035.944824
	Iteration 14Q: 3 clusters Score -1504343 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1504392.250000 Penalty: 3035.944824
	Iteration 15Q: 3 clusters Score -1504392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1504422.625000 Penalty: 3035.944824
	Iteration 16Q: 3 clusters Score -1504423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1504441.500000 Penalty: 3035.944824
	Iteration 17Q: 3 clusters Score -1504442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1504462.375000 Penalty: 3035.944824
	Iteration 18Q: 3 clusters Score -1504462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1504483.125000 Penalty: 3035.944824
	Iteration 19Q: 3 clusters Score -1504483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1504501.375000 Penalty: 3035.944824
	Iteration 20F: 3 clusters Score -1504501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1504516.875000 Penalty: 3035.944824
	Iteration 21Q: 3 clusters Score -1504517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1504535.500000 Penalty: 3035.944824
	Iteration 22Q: 3 clusters Score -1504536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1504544.750000 Penalty: 3035.944824
	Iteration 23Q: 3 clusters Score -1504545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1504551.375000 Penalty: 3035.944824
	Iteration 24Q: 3 clusters Score -1504551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1504554.750000 Penalty: 3035.944824
	Iteration 25Q: 3 clusters Score -1504555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1504559.750000 Penalty: 3035.944824
	Iteration 26Q: 3 clusters Score -1504560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1504562.125000 Penalty: 3035.944824
	Iteration 27Q: 3 clusters Score -1504562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1504566.875000 Penalty: 3035.944824
	Iteration 28Q: 3 clusters Score -1504567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1504574.750000 Penalty: 3035.944824
	Iteration 29Q: 3 clusters Score -1504575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1504578.125000 Penalty: 3035.944824
	Iteration 30Q: 3 clusters Score -1504578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1504583.500000 Penalty: 3035.944824
	Iteration 31Q: 3 clusters Score -1504584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1504585.125000 Penalty: 3035.944824
	Iteration 32Q: 3 clusters Score -1504585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1504585.125000 Penalty: 3035.944824
	Iteration 33F: 3 clusters Score -1504585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -300501.250000 Penalty: 1265.853638
	Iteration 0F: 2 clusters Score -300501.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -298133.468750 Penalty: 2531.707275
	Iteration 0F: 3 clusters Score -298133.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -298656.625000 Penalty: 2531.707275
	Iteration 1F: 3 clusters Score -298656.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -298778.875000 Penalty: 2531.707275
	Iteration 2F: 3 clusters Score -298778.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -298841.906250 Penalty: 2531.707275
	Iteration 3Q: 3 clusters Score -298841.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -298876.093750 Penalty: 2531.707275
	Iteration 4Q: 3 clusters Score -298876.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -298905.937500 Penalty: 2531.707275
	Iteration 5Q: 3 clusters Score -298905.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -298929.375000 Penalty: 2531.707275
	Iteration 6Q: 3 clusters Score -298929.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -298942.093750 Penalty: 2531.707275
	Iteration 7Q: 3 clusters Score -298942.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -298949.968750 Penalty: 2531.707275
	Iteration 8Q: 3 clusters Score -298950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -298954.406250 Penalty: 2531.707275
	Iteration 9Q: 3 clusters Score -298954.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298961.562500 Penalty: 2531.707275
	Iteration 10Q: 3 clusters Score -298961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -298964.750000 Penalty: 2531.707275
	Iteration 11Q: 3 clusters Score -298964.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -298967.250000 Penalty: 2531.707275
	Iteration 12Q: 3 clusters Score -298967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298971.531250 Penalty: 2531.707275
	Iteration 13Q: 3 clusters Score -298971.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -298973.625000 Penalty: 2531.707275
	Iteration 14Q: 3 clusters Score -298973.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -298977.125000 Penalty: 2531.707275
	Iteration 15Q: 3 clusters Score -298977.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -298979.781250 Penalty: 2531.707275
	Iteration 16Q: 3 clusters Score -298979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -298984.062500 Penalty: 2531.707275
	Iteration 17Q: 3 clusters Score -298984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -298988.031250 Penalty: 2531.707275
	Iteration 18Q: 3 clusters Score -298988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -298991.906250 Penalty: 2531.707275
	Iteration 19Q: 3 clusters Score -298991.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -298996.750000 Penalty: 2531.707275
	Iteration 20F: 3 clusters Score -298996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -299001.000000 Penalty: 2531.707275
	Iteration 21Q: 3 clusters Score -299001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -299003.218750 Penalty: 2531.707275
	Iteration 22Q: 3 clusters Score -299003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -299005.000000 Penalty: 2531.707275
	Iteration 23Q: 3 clusters Score -299005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -299006.750000 Penalty: 2531.707275
	Iteration 24Q: 3 clusters Score -299006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -299008.312500 Penalty: 2531.707275
	Iteration 25Q: 3 clusters Score -299008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -299009.562500 Penalty: 2531.707275
	Iteration 26Q: 3 clusters Score -299009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -299010.125000 Penalty: 2531.707275
	Iteration 27Q: 3 clusters Score -299010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -299009.875000 Penalty: 2531.707275
	Iteration 28Q: 3 clusters Score -299009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -299009.875000 Penalty: 2531.707275
	Iteration 29F: 3 clusters Score -299009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -375777.625000 Penalty: 1302.758789
	Iteration 0F: 2 clusters Score -375777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -373037.375000 Penalty: 2605.517578
	Iteration 0F: 3 clusters Score -373037.4 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -373728.562500 Penalty: 2605.517578
	Iteration 1F: 3 clusters Score -373728.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -373873.468750 Penalty: 2605.517578
	Iteration 2F: 3 clusters Score -373873.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -373980.625000 Penalty: 2605.517578
	Iteration 3F: 3 clusters Score -373980.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -374060.343750 Penalty: 2605.517578
	Iteration 4Q: 3 clusters Score -374060.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -374128.468750 Penalty: 2605.517578
	Iteration 5Q: 3 clusters Score -374128.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -374184.531250 Penalty: 2605.517578
	Iteration 6Q: 3 clusters Score -374184.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -374237.468750 Penalty: 2605.517578
	Iteration 7Q: 3 clusters Score -374237.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -374280.562500 Penalty: 2605.517578
	Iteration 8Q: 3 clusters Score -374280.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -374322.593750 Penalty: 2605.517578
	Iteration 9Q: 3 clusters Score -374322.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -374364.281250 Penalty: 2605.517578
	Iteration 10Q: 3 clusters Score -374364.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -374413.062500 Penalty: 2605.517578
	Iteration 11Q: 3 clusters Score -374413.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -374448.593750 Penalty: 2605.517578
	Iteration 12Q: 3 clusters Score -374448.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -374476.281250 Penalty: 2605.517578
	Iteration 13Q: 3 clusters Score -374476.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -374497.375000 Penalty: 2605.517578
	Iteration 14Q: 3 clusters Score -374497.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -374518.750000 Penalty: 2605.517578
	Iteration 15Q: 3 clusters Score -374518.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -374536.281250 Penalty: 2605.517578
	Iteration 16Q: 3 clusters Score -374536.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -374556.343750 Penalty: 2605.517578
	Iteration 17Q: 3 clusters Score -374556.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -374571.812500 Penalty: 2605.517578
	Iteration 18Q: 3 clusters Score -374571.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -374586.156250 Penalty: 2605.517578
	Iteration 19Q: 3 clusters Score -374586.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -374595.656250 Penalty: 2605.517578
	Iteration 20F: 3 clusters Score -374595.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -374604.781250 Penalty: 2605.517578
	Iteration 21Q: 3 clusters Score -374604.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -374619.906250 Penalty: 2605.517578
	Iteration 22Q: 3 clusters Score -374619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -374633.375000 Penalty: 2605.517578
	Iteration 23Q: 3 clusters Score -374633.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -374652.000000 Penalty: 2605.517578
	Iteration 24Q: 3 clusters Score -374652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -374671.750000 Penalty: 2605.517578
	Iteration 25Q: 3 clusters Score -374671.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -374683.625000 Penalty: 2605.517578
	Iteration 26Q: 3 clusters Score -374683.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -374691.281250 Penalty: 2605.517578
	Iteration 27Q: 3 clusters Score -374691.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -374699.625000 Penalty: 2605.517578
	Iteration 28Q: 3 clusters Score -374699.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -374705.437500 Penalty: 2605.517578
	Iteration 29Q: 3 clusters Score -374705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -374711.343750 Penalty: 2605.517578
	Iteration 30Q: 3 clusters Score -374711.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -374720.125000 Penalty: 2605.517578
	Iteration 31Q: 3 clusters Score -374720.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -374724.750000 Penalty: 2605.517578
	Iteration 32Q: 3 clusters Score -374724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -374728.000000 Penalty: 2605.517578
	Iteration 33Q: 3 clusters Score -374728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -374729.687500 Penalty: 2605.517578
	Iteration 34Q: 3 clusters Score -374729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -374730.562500 Penalty: 2605.517578
	Iteration 35Q: 3 clusters Score -374730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -374731.375000 Penalty: 2605.517578
	Iteration 36Q: 3 clusters Score -374731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -374733.250000 Penalty: 2605.517578
	Iteration 37Q: 3 clusters Score -374733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -374733.781250 Penalty: 2605.517578
	Iteration 38Q: 3 clusters Score -374733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -374734.062500 Penalty: 2605.517578
	Iteration 39Q: 3 clusters Score -374734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -374734.062500 Penalty: 2605.517578
	Iteration 40F: 3 clusters Score -374734.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Entering Unmasked Estep 
Score: -932077.125000 Penalty: 1446.847778
	Iteration 0F: 2 clusters Score -932077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -926585.937500 Penalty: 2893.695557
	Iteration 0F: 3 clusters Score -926585.9 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -928250.187500 Penalty: 2893.695557
	Iteration 1F: 3 clusters Score -928250.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -928414.000000 Penalty: 2893.695557
	Iteration 2F: 3 clusters Score -928414 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -928508.000000 Penalty: 2893.695557
	Iteration 3Q: 3 clusters Score -928508 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -928584.937500 Penalty: 2893.695557
	Iteration 4Q: 3 clusters Score -928584.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -928643.750000 Penalty: 2893.695557
	Iteration 5Q: 3 clusters Score -928643.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -928699.812500 Penalty: 2893.695557
	Iteration 6Q: 3 clusters Score -928699.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -928740.875000 Penalty: 2893.695557
	Iteration 7Q: 3 clusters Score -928740.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -928777.187500 Penalty: 2893.695557
	Iteration 8Q: 3 clusters Score -928777.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -928808.000000 Penalty: 2893.695557
	Iteration 9Q: 3 clusters Score -928808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -928836.250000 Penalty: 2893.695557
	Iteration 10Q: 3 clusters Score -928836.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -928860.562500 Penalty: 2893.695557
	Iteration 11Q: 3 clusters Score -928860.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -928886.687500 Penalty: 2893.695557
	Iteration 12Q: 3 clusters Score -928886.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -928905.437500 Penalty: 2893.695557
	Iteration 13Q: 3 clusters Score -928905.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -928928.875000 Penalty: 2893.695557
	Iteration 14Q: 3 clusters Score -928928.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -928951.875000 Penalty: 2893.695557
	Iteration 15Q: 3 clusters Score -928951.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -928985.375000 Penalty: 2893.695557
	Iteration 16Q: 3 clusters Score -928985.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -929009.312500 Penalty: 2893.695557
	Iteration 17Q: 3 clusters Score -929009.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -929042.500000 Penalty: 2893.695557
	Iteration 18Q: 3 clusters Score -929042.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -929066.812500 Penalty: 2893.695557
	Iteration 19Q: 3 clusters Score -929066.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -929097.437500 Penalty: 2893.695557
	Iteration 20F: 3 clusters Score -929097.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -929128.937500 Penalty: 2893.695557
	Iteration 21Q: 3 clusters Score -929128.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -929160.000000 Penalty: 2893.695557
	Iteration 22Q: 3 clusters Score -929160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -929192.125000 Penalty: 2893.695557
	Iteration 23Q: 3 clusters Score -929192.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -929224.500000 Penalty: 2893.695557
	Iteration 24Q: 3 clusters Score -929224.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -929252.062500 Penalty: 2893.695557
	Iteration 25Q: 3 clusters Score -929252.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -929283.000000 Penalty: 2893.695557
	Iteration 26Q: 3 clusters Score -929283 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -929311.187500 Penalty: 2893.695557
	Iteration 27Q: 3 clusters Score -929311.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -929342.500000 Penalty: 2893.695557
	Iteration 28Q: 3 clusters Score -929342.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -929388.875000 Penalty: 2893.695557
	Iteration 29Q: 3 clusters Score -929388.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -929438.625000 Penalty: 2893.695557
	Iteration 30Q: 3 clusters Score -929438.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -929503.750000 Penalty: 2893.695557
	Iteration 31Q: 3 clusters Score -929503.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -929561.750000 Penalty: 2893.695557
	Iteration 32Q: 3 clusters Score -929561.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -929630.625000 Penalty: 2893.695557
	Iteration 33Q: 3 clusters Score -929630.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -929709.812500 Penalty: 2893.695557
	Iteration 34Q: 3 clusters Score -929709.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -929801.125000 Penalty: 2893.695557
	Iteration 35Q: 3 clusters Score -929801.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -929887.687500 Penalty: 2893.695557
	Iteration 36Q: 3 clusters Score -929887.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -929954.500000 Penalty: 2893.695557
	Iteration 37Q: 3 clusters Score -929954.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -930029.312500 Penalty: 2893.695557
	Iteration 38Q: 3 clusters Score -930029.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -930094.687500 Penalty: 2893.695557
	Iteration 39Q: 3 clusters Score -930094.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -930166.125000 Penalty: 2893.695557
	Iteration 40F: 3 clusters Score -930166.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -930235.875000 Penalty: 2893.695557
	Iteration 41Q: 3 clusters Score -930235.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -930309.875000 Penalty: 2893.695557
	Iteration 42Q: 3 clusters Score -930309.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -930386.375000 Penalty: 2893.695557
	Iteration 43Q: 3 clusters Score -930386.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -930448.562500 Penalty: 2893.695557
	Iteration 44Q: 3 clusters Score -930448.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -930502.000000 Penalty: 2893.695557
	Iteration 45Q: 3 clusters Score -930502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -930548.000000 Penalty: 2893.695557
	Iteration 46Q: 3 clusters Score -930548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -930580.687500 Penalty: 2893.695557
	Iteration 47Q: 3 clusters Score -930580.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -930610.937500 Penalty: 2893.695557
	Iteration 48Q: 3 clusters Score -930610.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -930653.187500 Penalty: 2893.695557
	Iteration 49Q: 3 clusters Score -930653.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -930692.500000 Penalty: 2893.695557
	Iteration 50Q: 3 clusters Score -930692.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -930731.687500 Penalty: 2893.695557
	Iteration 51Q: 3 clusters Score -930731.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -930760.750000 Penalty: 2893.695557
	Iteration 52Q: 3 clusters Score -930760.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -930780.812500 Penalty: 2893.695557
	Iteration 53Q: 3 clusters Score -930780.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -930804.562500 Penalty: 2893.695557
	Iteration 54Q: 3 clusters Score -930804.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -930828.812500 Penalty: 2893.695557
	Iteration 55Q: 3 clusters Score -930828.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -930845.812500 Penalty: 2893.695557
	Iteration 56Q: 3 clusters Score -930845.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -930856.187500 Penalty: 2893.695557
	Iteration 57Q: 3 clusters Score -930856.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -930868.812500 Penalty: 2893.695557
	Iteration 58Q: 3 clusters Score -930868.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -930879.125000 Penalty: 2893.695557
	Iteration 59Q: 3 clusters Score -930879.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -930886.500000 Penalty: 2893.695557
	Iteration 60F: 3 clusters Score -930886.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -930890.000000 Penalty: 2893.695557
	Iteration 61Q: 3 clusters Score -930890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -930894.812500 Penalty: 2893.695557
	Iteration 62Q: 3 clusters Score -930894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -930899.250000 Penalty: 2893.695557
	Iteration 63Q: 3 clusters Score -930899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -930906.812500 Penalty: 2893.695557
	Iteration 64Q: 3 clusters Score -930906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -930911.562500 Penalty: 2893.695557
	Iteration 65Q: 3 clusters Score -930911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -930915.250000 Penalty: 2893.695557
	Iteration 66Q: 3 clusters Score -930915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -930917.625000 Penalty: 2893.695557
	Iteration 67Q: 3 clusters Score -930917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -930919.500000 Penalty: 2893.695557
	Iteration 68Q: 3 clusters Score -930919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -930921.562500 Penalty: 2893.695557
	Iteration 69Q: 3 clusters Score -930921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -930925.937500 Penalty: 2893.695557
	Iteration 70Q: 3 clusters Score -930925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -930930.812500 Penalty: 2893.695557
	Iteration 71Q: 3 clusters Score -930930.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -930936.375000 Penalty: 2893.695557
	Iteration 72Q: 3 clusters Score -930936.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -930938.625000 Penalty: 2893.695557
	Iteration 73Q: 3 clusters Score -930938.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -930946.687500 Penalty: 2893.695557
	Iteration 74Q: 3 clusters Score -930946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -930954.750000 Penalty: 2893.695557
	Iteration 75Q: 3 clusters Score -930954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -930960.062500 Penalty: 2893.695557
	Iteration 76Q: 3 clusters Score -930960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -930968.000000 Penalty: 2893.695557
	Iteration 77Q: 3 clusters Score -930968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -930971.000000 Penalty: 2893.695557
	Iteration 78Q: 3 clusters Score -930971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -930971.000000 Penalty: 2893.695557
	Iteration 79F: 3 clusters Score -930971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12569 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 30253 members 
Mstep: Class 6 contains 20124 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 57359 members 
Mstep: Class 9 contains 28153 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 114000 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1109 members 
Mstep: Class 16 contains 76987 members 
Mstep: Class 18 contains 13492 members 
Mstep: Class 19 contains 11400 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 24 contains 7359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 23 clusters Score -5.392127e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12523 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 30084 members 
Mstep: Class 6 contains 19932 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 56711 members 
Mstep: Class 9 contains 28265 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 113920 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 78306 members 
Mstep: Class 17 contains 18056 members 
Mstep: Class 18 contains 13641 members 
Mstep: Class 19 contains 11528 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 3014 members 
Mstep: Class 24 contains 7360 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 23 clusters Score -5.392352e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12437 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 29952 members 
Mstep: Class 6 contains 19782 members 
Mstep: Class 7 contains 8887 members 
Mstep: Class 8 contains 56066 members 
Mstep: Class 9 contains 28378 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 7114 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113857 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 79257 members 
Mstep: Class 17 contains 17691 members 
Mstep: Class 18 contains 13797 members 
Mstep: Class 19 contains 11621 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 3004 members 
Mstep: Class 24 contains 7406 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 23 clusters Score -5.392434e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 29830 members 
Mstep: Class 6 contains 19687 members 
Mstep: Class 7 contains 8889 members 
Mstep: Class 8 contains 55532 members 
Mstep: Class 9 contains 28470 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113818 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1106 members 
Mstep: Class 16 contains 79991 members 
Mstep: Class 17 contains 17425 members 
Mstep: Class 18 contains 13942 members 
Mstep: Class 19 contains 11672 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 2998 members 
Mstep: Class 24 contains 7436 members 
Entering Unmasked Estep 
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Iteration 42Q: 23 clusters Score -5.392486e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12378 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 29700 members 
Mstep: Class 6 contains 19606 members 
Mstep: Class 7 contains 8893 members 
Mstep: Class 8 contains 55137 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 2076 members 
Mstep: Class 11 contains 7141 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113786 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1104 members 
Mstep: Class 16 contains 80553 members 
Mstep: Class 17 contains 17225 members 
Mstep: Class 18 contains 14087 members 
Mstep: Class 19 contains 11700 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 2985 members 
Mstep: Class 24 contains 7460 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -5.392522e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12363 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 29560 members 
Mstep: Class 6 contains 19542 members 
Mstep: Class 7 contains 8917 members 
Mstep: Class 8 contains 54860 members 
Mstep: Class 9 contains 28584 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113783 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 80945 members 
Mstep: Class 17 contains 17065 members 
Mstep: Class 18 contains 14236 members 
Mstep: Class 19 contains 11714 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 24 contains 7463 members 
Entering Unmasked Estep 
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Iteration 44Q: 23 clusters Score -5.392542e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12358 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 29428 members 
Mstep: Class 6 contains 19499 members 
Mstep: Class 7 contains 8939 members 
Mstep: Class 8 contains 54648 members 
Mstep: Class 9 contains 28616 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 7154 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113755 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 81231 members 
Mstep: Class 17 contains 16967 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 11717 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 24 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 23 clusters Score -5.392555e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 29312 members 
Mstep: Class 6 contains 19454 members 
Mstep: Class 7 contains 8951 members 
Mstep: Class 8 contains 54474 members 
Mstep: Class 9 contains 28652 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 7156 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113754 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 81447 members 
Mstep: Class 17 contains 16892 members 
Mstep: Class 18 contains 14531 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 2943 members 
Mstep: Class 24 contains 7463 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -5.392551e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 29188 members 
Mstep: Class 6 contains 19439 members 
Mstep: Class 7 contains 8959 members 
Mstep: Class 8 contains 54345 members 
Mstep: Class 9 contains 28675 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113778 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 81610 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 14641 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 2932 members 
Mstep: Class 24 contains 7465 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 23 clusters Score -5.392552e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12343 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 29055 members 
Mstep: Class 6 contains 19435 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 54236 members 
Mstep: Class 9 contains 28693 members 
Mstep: Class 10 contains 2275 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113799 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 81728 members 
Mstep: Class 17 contains 16792 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 11729 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 24 contains 7466 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -5.392548e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12334 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 5 contains 28931 members 
Mstep: Class 6 contains 19432 members 
Mstep: Class 7 contains 8987 members 
Mstep: Class 8 contains 54143 members 
Mstep: Class 9 contains 28716 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113807 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 81830 members 
Mstep: Class 17 contains 16755 members 
Mstep: Class 18 contains 14870 members 
Mstep: Class 19 contains 11726 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 2920 members 
Mstep: Class 24 contains 7474 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -5.392548e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12334 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 28798 members 
Mstep: Class 6 contains 19428 members 
Mstep: Class 7 contains 9005 members 
Mstep: Class 8 contains 54066 members 
Mstep: Class 9 contains 28735 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 7148 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113815 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 81918 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 18 contains 14989 members 
Mstep: Class 19 contains 11724 members 
Mstep: Class 20 contains 2230 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 24 contains 7478 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -5.392558e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12331 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 28653 members 
Mstep: Class 6 contains 19423 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 53997 members 
Mstep: Class 9 contains 28757 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113830 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82001 members 
Mstep: Class 17 contains 16683 members 
Mstep: Class 18 contains 15112 members 
Mstep: Class 19 contains 11724 members 
Mstep: Class 20 contains 2218 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 24 contains 7486 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -5.392569e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12329 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 28502 members 
Mstep: Class 6 contains 19417 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 53940 members 
Mstep: Class 9 contains 28762 members 
Mstep: Class 10 contains 2346 members 
Mstep: Class 11 contains 7138 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113855 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82078 members 
Mstep: Class 17 contains 16665 members 
Mstep: Class 18 contains 15240 members 
Mstep: Class 19 contains 11729 members 
Mstep: Class 20 contains 2206 members 
Mstep: Class 21 contains 2889 members 
Mstep: Class 24 contains 7488 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -5.392579e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12324 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 28337 members 
Mstep: Class 6 contains 19420 members 
Mstep: Class 7 contains 9044 members 
Mstep: Class 8 contains 53892 members 
Mstep: Class 9 contains 28773 members 
Mstep: Class 10 contains 2353 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113909 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82136 members 
Mstep: Class 17 contains 16656 members 
Mstep: Class 18 contains 15345 members 
Mstep: Class 19 contains 11731 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 2879 members 
Mstep: Class 24 contains 7486 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -5.392573e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12315 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 1781 members 
Mstep: Class 5 contains 28173 members 
Mstep: Class 6 contains 19413 members 
Mstep: Class 7 contains 9059 members 
Mstep: Class 8 contains 53861 members 
Mstep: Class 9 contains 28789 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 113978 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82171 members 
Mstep: Class 17 contains 16642 members 
Mstep: Class 18 contains 15439 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 2872 members 
Mstep: Class 24 contains 7482 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -5.392572e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12310 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 1776 members 
Mstep: Class 5 contains 28022 members 
Mstep: Class 6 contains 19407 members 
Mstep: Class 7 contains 9062 members 
Mstep: Class 8 contains 53831 members 
Mstep: Class 9 contains 28800 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114034 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82203 members 
Mstep: Class 17 contains 16637 members 
Mstep: Class 18 contains 15530 members 
Mstep: Class 19 contains 11741 members 
Mstep: Class 20 contains 2173 members 
Mstep: Class 21 contains 2869 members 
Mstep: Class 24 contains 7488 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -5.392585e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12301 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 27853 members 
Mstep: Class 6 contains 19403 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 28804 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114101 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82240 members 
Mstep: Class 17 contains 16626 members 
Mstep: Class 18 contains 15619 members 
Mstep: Class 19 contains 11741 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 24 contains 7501 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -5.392586e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12300 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 1774 members 
Mstep: Class 5 contains 27692 members 
Mstep: Class 6 contains 19402 members 
Mstep: Class 7 contains 9076 members 
Mstep: Class 8 contains 53788 members 
Mstep: Class 9 contains 28807 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114184 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82262 members 
Mstep: Class 17 contains 16623 members 
Mstep: Class 18 contains 15695 members 
Mstep: Class 19 contains 11741 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 2858 members 
Mstep: Class 24 contains 7505 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -5.392584e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12300 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1774 members 
Mstep: Class 5 contains 27547 members 
Mstep: Class 6 contains 19403 members 
Mstep: Class 7 contains 9086 members 
Mstep: Class 8 contains 53776 members 
Mstep: Class 9 contains 28811 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114242 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82281 members 
Mstep: Class 17 contains 16617 members 
Mstep: Class 18 contains 15775 members 
Mstep: Class 19 contains 11739 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 24 contains 7508 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -5.392596e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12302 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1774 members 
Mstep: Class 5 contains 27418 members 
Mstep: Class 6 contains 19403 members 
Mstep: Class 7 contains 9096 members 
Mstep: Class 8 contains 53766 members 
Mstep: Class 9 contains 28812 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114285 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82289 members 
Mstep: Class 17 contains 16611 members 
Mstep: Class 18 contains 15856 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 24 contains 7514 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -5.392601e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12298 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 27281 members 
Mstep: Class 6 contains 19401 members 
Mstep: Class 7 contains 9109 members 
Mstep: Class 8 contains 53763 members 
Mstep: Class 9 contains 28816 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 7138 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114335 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 82292 members 
Mstep: Class 17 contains 16607 members 
Mstep: Class 18 contains 15937 members 
Mstep: Class 19 contains 11734 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 2827 members 
Mstep: Class 24 contains 7520 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -5.392605e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12301 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 27158 members 
Mstep: Class 6 contains 19400 members 
Mstep: Class 7 contains 9124 members 
Mstep: Class 8 contains 53762 members 
Mstep: Class 9 contains 28819 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114378 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 82290 members 
Mstep: Class 17 contains 16604 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 11733 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 24 contains 7520 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -5.392605e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 27035 members 
Mstep: Class 6 contains 19398 members 
Mstep: Class 7 contains 9136 members 
Mstep: Class 8 contains 53760 members 
Mstep: Class 9 contains 28816 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114405 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 82290 members 
Mstep: Class 17 contains 16602 members 
Mstep: Class 18 contains 16107 members 
Mstep: Class 19 contains 11732 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 24 contains 7527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926156.000000 Penalty: 46280.550781
Iteration 62Q: 23 clusters Score -5.392616e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 26906 members 
Mstep: Class 6 contains 19399 members 
Mstep: Class 7 contains 9141 members 
Mstep: Class 8 contains 53760 members 
Mstep: Class 9 contains 28818 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114447 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82286 members 
Mstep: Class 17 contains 16601 members 
Mstep: Class 18 contains 16191 members 
Mstep: Class 19 contains 11733 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 24 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926128.000000 Penalty: 46280.550781
Iteration 63Q: 23 clusters Score -5.392613e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 26786 members 
Mstep: Class 6 contains 19402 members 
Mstep: Class 7 contains 9159 members 
Mstep: Class 8 contains 53757 members 
Mstep: Class 9 contains 28821 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114486 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82283 members 
Mstep: Class 17 contains 16595 members 
Mstep: Class 18 contains 16273 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 24 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926212.000000 Penalty: 46280.550781
Iteration 64Q: 23 clusters Score -5.392621e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 26680 members 
Mstep: Class 6 contains 19402 members 
Mstep: Class 7 contains 9183 members 
Mstep: Class 8 contains 53756 members 
Mstep: Class 9 contains 28825 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114522 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82281 members 
Mstep: Class 17 contains 16594 members 
Mstep: Class 18 contains 16340 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 2783 members 
Mstep: Class 24 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926188.000000 Penalty: 46280.550781
Iteration 65Q: 23 clusters Score -5.392619e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12298 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 26584 members 
Mstep: Class 6 contains 19401 members 
Mstep: Class 7 contains 9200 members 
Mstep: Class 8 contains 53755 members 
Mstep: Class 9 contains 28825 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114564 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82280 members 
Mstep: Class 17 contains 16592 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 2098 members 
Mstep: Class 21 contains 2773 members 
Mstep: Class 24 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926316.000000 Penalty: 46280.550781
Iteration 66Q: 23 clusters Score -5.392632e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 26484 members 
Mstep: Class 6 contains 19403 members 
Mstep: Class 7 contains 9215 members 
Mstep: Class 8 contains 53754 members 
Mstep: Class 9 contains 28826 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114619 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82283 members 
Mstep: Class 17 contains 16591 members 
Mstep: Class 18 contains 16441 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 2089 members 
Mstep: Class 21 contains 2762 members 
Mstep: Class 24 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926348.000000 Penalty: 46280.550781
Iteration 67Q: 23 clusters Score -5.392635e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12298 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 26383 members 
Mstep: Class 6 contains 19403 members 
Mstep: Class 7 contains 9230 members 
Mstep: Class 8 contains 53752 members 
Mstep: Class 9 contains 28827 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114658 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82281 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 16497 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 2757 members 
Mstep: Class 24 contains 7541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926392.000000 Penalty: 46280.550781
Iteration 68Q: 23 clusters Score -5.392639e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12298 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 26302 members 
Mstep: Class 6 contains 19405 members 
Mstep: Class 7 contains 9243 members 
Mstep: Class 8 contains 53749 members 
Mstep: Class 9 contains 28826 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114695 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82283 members 
Mstep: Class 17 contains 16581 members 
Mstep: Class 18 contains 16541 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 2752 members 
Mstep: Class 24 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926360.000000 Penalty: 46280.550781
Iteration 69Q: 23 clusters Score -5.392636e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12299 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 26215 members 
Mstep: Class 6 contains 19405 members 
Mstep: Class 7 contains 9246 members 
Mstep: Class 8 contains 53743 members 
Mstep: Class 9 contains 28829 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114732 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82292 members 
Mstep: Class 17 contains 16575 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 2061 members 
Mstep: Class 21 contains 2749 members 
Mstep: Class 24 contains 7544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926392.000000 Penalty: 46280.550781
Iteration 70Q: 23 clusters Score -5.392639e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12301 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 26140 members 
Mstep: Class 6 contains 19405 members 
Mstep: Class 7 contains 9251 members 
Mstep: Class 8 contains 53739 members 
Mstep: Class 9 contains 28830 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114779 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82299 members 
Mstep: Class 17 contains 16571 members 
Mstep: Class 18 contains 16614 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 2052 members 
Mstep: Class 21 contains 2749 members 
Mstep: Class 24 contains 7544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926380.000000 Penalty: 46280.550781
Iteration 71Q: 23 clusters Score -5.392638e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12303 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 26061 members 
Mstep: Class 6 contains 19405 members 
Mstep: Class 7 contains 9255 members 
Mstep: Class 8 contains 53737 members 
Mstep: Class 9 contains 28830 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114827 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82306 members 
Mstep: Class 17 contains 16565 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 24 contains 7544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926372.000000 Penalty: 46280.550781
Iteration 72Q: 23 clusters Score -5.392637e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12304 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 25980 members 
Mstep: Class 6 contains 19406 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 53735 members 
Mstep: Class 9 contains 28830 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114879 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82313 members 
Mstep: Class 17 contains 16561 members 
Mstep: Class 18 contains 16673 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 2745 members 
Mstep: Class 24 contains 7545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926368.000000 Penalty: 46280.550781
Iteration 73Q: 23 clusters Score -5.392637e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12308 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 25892 members 
Mstep: Class 6 contains 19407 members 
Mstep: Class 7 contains 9264 members 
Mstep: Class 8 contains 53734 members 
Mstep: Class 9 contains 28830 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 114949 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82318 members 
Mstep: Class 17 contains 16555 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 2742 members 
Mstep: Class 24 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926344.000000 Penalty: 46280.550781
Iteration 74Q: 23 clusters Score -5.392634e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12308 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 25812 members 
Mstep: Class 6 contains 19412 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 53731 members 
Mstep: Class 9 contains 28834 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115006 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82323 members 
Mstep: Class 17 contains 16548 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 24 contains 7545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926312.000000 Penalty: 46280.550781
Iteration 75Q: 23 clusters Score -5.392631e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12307 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 19415 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 53729 members 
Mstep: Class 9 contains 28835 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115062 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 82327 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 16736 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 2731 members 
Mstep: Class 24 contains 7547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926312.000000 Penalty: 46280.550781
Iteration 76Q: 23 clusters Score -5.392631e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12305 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 25646 members 
Mstep: Class 6 contains 19418 members 
Mstep: Class 7 contains 9275 members 
Mstep: Class 8 contains 53728 members 
Mstep: Class 9 contains 28836 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115119 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 82331 members 
Mstep: Class 17 contains 16532 members 
Mstep: Class 18 contains 16766 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 2729 members 
Mstep: Class 24 contains 7548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926320.000000 Penalty: 46280.550781
Iteration 77Q: 23 clusters Score -5.392632e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12301 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 25553 members 
Mstep: Class 6 contains 19420 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 53728 members 
Mstep: Class 9 contains 28840 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115173 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 82333 members 
Mstep: Class 17 contains 16532 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 2728 members 
Mstep: Class 24 contains 7544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926272.000000 Penalty: 46280.550781
Iteration 78Q: 23 clusters Score -5.392627e+07 nChanged 161
Entering ConstructFrom: 
Score: -53926272.000000 Penalty: 46280.550781
Entering ConstructFrom: 
Trying to split cluster 1 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -85552.265625 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -85552.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84321.468750 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -84321.47 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84529.656250 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -84529.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84595.671875 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -84595.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84626.328125 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -84626.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84642.390625 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -84642.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -84649.437500 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -84649.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84654.750000 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -84654.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84661.140625 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -84661.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -84662.429688 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -84662.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84662.781250 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -84662.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84662.781250 Penalty: 2148.476074
	Iteration 10F: 3 clusters Score -84662.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Entering Unmasked Estep 
Score: -1545832.625000 Penalty: 1530.320068
	Iteration 0F: 2 clusters Score -1545833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1537244.875000 Penalty: 3060.640137
	Iteration 0F: 3 clusters Score -1537245 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1540007.125000 Penalty: 3060.640137
	Iteration 1F: 3 clusters Score -1540007 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1540256.000000 Penalty: 3060.640137
	Iteration 2F: 3 clusters Score -1540256 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1540479.125000 Penalty: 3060.640137
	Iteration 3Q: 3 clusters Score -1540479 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1540667.125000 Penalty: 3060.640137
	Iteration 4Q: 3 clusters Score -1540667 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1540812.625000 Penalty: 3060.640137
	Iteration 5Q: 3 clusters Score -1540813 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1540965.750000 Penalty: 3060.640137
	Iteration 6Q: 3 clusters Score -1540966 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1541114.875000 Penalty: 3060.640137
	Iteration 7Q: 3 clusters Score -1541115 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1541280.750000 Penalty: 3060.640137
	Iteration 8Q: 3 clusters Score -1541281 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1541485.750000 Penalty: 3060.640137
	Iteration 9Q: 3 clusters Score -1541486 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1541750.250000 Penalty: 3060.640137
	Iteration 10Q: 3 clusters Score -1541750 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1542019.750000 Penalty: 3060.640137
	Iteration 11Q: 3 clusters Score -1542020 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1542295.500000 Penalty: 3060.640137
	Iteration 12Q: 3 clusters Score -1542296 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1542582.000000 Penalty: 3060.640137
	Iteration 13Q: 3 clusters Score -1542582 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1542858.375000 Penalty: 3060.640137
	Iteration 14Q: 3 clusters Score -1542858 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1543073.250000 Penalty: 3060.640137
	Iteration 15Q: 3 clusters Score -1543073 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1543216.125000 Penalty: 3060.640137
	Iteration 16Q: 3 clusters Score -1543216 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1543320.875000 Penalty: 3060.640137
	Iteration 17Q: 3 clusters Score -1543321 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1543409.000000 Penalty: 3060.640137
	Iteration 18Q: 3 clusters Score -1543409 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1543470.000000 Penalty: 3060.640137
	Iteration 19Q: 3 clusters Score -1543470 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1543522.250000 Penalty: 3060.640137
	Iteration 20F: 3 clusters Score -1543522 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1543562.750000 Penalty: 3060.640137
	Iteration 21Q: 3 clusters Score -1543563 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1543586.625000 Penalty: 3060.640137
	Iteration 22Q: 3 clusters Score -1543587 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1543603.875000 Penalty: 3060.640137
	Iteration 23Q: 3 clusters Score -1543604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1543629.500000 Penalty: 3060.640137
	Iteration 24Q: 3 clusters Score -1543630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1543643.250000 Penalty: 3060.640137
	Iteration 25Q: 3 clusters Score -1543643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1543654.625000 Penalty: 3060.640137
	Iteration 26Q: 3 clusters Score -1543655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1543661.750000 Penalty: 3060.640137
	Iteration 27Q: 3 clusters Score -1543662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1543668.500000 Penalty: 3060.640137
	Iteration 28Q: 3 clusters Score -1543668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1543673.750000 Penalty: 3060.640137
	Iteration 29Q: 3 clusters Score -1543674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1543678.500000 Penalty: 3060.640137
	Iteration 30Q: 3 clusters Score -1543678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1543686.750000 Penalty: 3060.640137
	Iteration 31Q: 3 clusters Score -1543687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1543689.875000 Penalty: 3060.640137
	Iteration 32Q: 3 clusters Score -1543690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1543695.375000 Penalty: 3060.640137
	Iteration 33Q: 3 clusters Score -1543695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1543697.375000 Penalty: 3060.640137
	Iteration 34Q: 3 clusters Score -1543697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1543700.750000 Penalty: 3060.640137
	Iteration 35Q: 3 clusters Score -1543701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1543697.000000 Penalty: 3060.640137
	Iteration 36Q: 3 clusters Score -1543697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1543701.750000 Penalty: 3060.640137
	Iteration 37Q: 3 clusters Score -1543702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1543702.250000 Penalty: 3060.640137
	Iteration 38Q: 3 clusters Score -1543702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1543709.500000 Penalty: 3060.640137
	Iteration 39Q: 3 clusters Score -1543710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1543710.000000 Penalty: 3060.640137
	Iteration 40F: 3 clusters Score -1543710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1543716.000000 Penalty: 3060.640137
	Iteration 41Q: 3 clusters Score -1543716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1543718.125000 Penalty: 3060.640137
	Iteration 42Q: 3 clusters Score -1543718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1543719.375000 Penalty: 3060.640137
	Iteration 43Q: 3 clusters Score -1543719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1543722.625000 Penalty: 3060.640137
	Iteration 44Q: 3 clusters Score -1543723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1543732.625000 Penalty: 3060.640137
	Iteration 45Q: 3 clusters Score -1543733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1543729.625000 Penalty: 3060.640137
	Iteration 46Q: 3 clusters Score -1543730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1543732.875000 Penalty: 3060.640137
	Iteration 47Q: 3 clusters Score -1543733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1543734.000000 Penalty: 3060.640137
	Iteration 48Q: 3 clusters Score -1543734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1543735.875000 Penalty: 3060.640137
	Iteration 49Q: 3 clusters Score -1543736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1543732.875000 Penalty: 3060.640137
	Iteration 50Q: 3 clusters Score -1543733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1543735.875000 Penalty: 3060.640137
	Iteration 51Q: 3 clusters Score -1543736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1543736.125000 Penalty: 3060.640137
	Iteration 52Q: 3 clusters Score -1543736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1543738.125000 Penalty: 3060.640137
	Iteration 53Q: 3 clusters Score -1543738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1543736.750000 Penalty: 3060.640137
	Iteration 54Q: 3 clusters Score -1543737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1543734.750000 Penalty: 3060.640137
	Iteration 55Q: 3 clusters Score -1543735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1543737.625000 Penalty: 3060.640137
	Iteration 56Q: 3 clusters Score -1543738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1543735.750000 Penalty: 3060.640137
	Iteration 57Q: 3 clusters Score -1543736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1543734.125000 Penalty: 3060.640137
	Iteration 58Q: 3 clusters Score -1543734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1543734.250000 Penalty: 3060.640137
	Iteration 59Q: 3 clusters Score -1543734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1543730.750000 Penalty: 3060.640137
	Iteration 60F: 3 clusters Score -1543731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1543732.875000 Penalty: 3060.640137
	Iteration 61Q: 3 clusters Score -1543733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1543733.250000 Penalty: 3060.640137
	Iteration 62Q: 3 clusters Score -1543733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1543735.500000 Penalty: 3060.640137
	Iteration 63Q: 3 clusters Score -1543736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1543733.875000 Penalty: 3060.640137
	Iteration 64Q: 3 clusters Score -1543734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1543736.875000 Penalty: 3060.640137
	Iteration 65Q: 3 clusters Score -1543737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1543737.625000 Penalty: 3060.640137
	Iteration 66Q: 3 clusters Score -1543738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1543738.125000 Penalty: 3060.640137
	Iteration 67Q: 3 clusters Score -1543738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1543738.625000 Penalty: 3060.640137
	Iteration 68Q: 3 clusters Score -1543739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1543740.125000 Penalty: 3060.640137
	Iteration 69Q: 3 clusters Score -1543740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1543738.500000 Penalty: 3060.640137
	Iteration 70Q: 3 clusters Score -1543738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1543739.125000 Penalty: 3060.640137
	Iteration 71Q: 3 clusters Score -1543739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1543741.500000 Penalty: 3060.640137
	Iteration 72Q: 3 clusters Score -1543742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1543743.625000 Penalty: 3060.640137
	Iteration 73Q: 3 clusters Score -1543744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1543748.000000 Penalty: 3060.640137
	Iteration 74Q: 3 clusters Score -1543748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1543751.500000 Penalty: 3060.640137
	Iteration 75Q: 3 clusters Score -1543752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1543752.000000 Penalty: 3060.640137
	Iteration 76Q: 3 clusters Score -1543752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1543752.750000 Penalty: 3060.640137
	Iteration 77Q: 3 clusters Score -1543753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1543751.375000 Penalty: 3060.640137
	Iteration 78Q: 3 clusters Score -1543751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1543752.500000 Penalty: 3060.640137
	Iteration 79Q: 3 clusters Score -1543752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1543755.375000 Penalty: 3060.640137
	Iteration 80F: 3 clusters Score -1543755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1543759.500000 Penalty: 3060.640137
	Iteration 81Q: 3 clusters Score -1543760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1543754.500000 Penalty: 3060.640137
	Iteration 82Q: 3 clusters Score -1543754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1543755.375000 Penalty: 3060.640137
	Iteration 83Q: 3 clusters Score -1543755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1543755.500000 Penalty: 3060.640137
	Iteration 84Q: 3 clusters Score -1543756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1543758.250000 Penalty: 3060.640137
	Iteration 85Q: 3 clusters Score -1543758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1543758.125000 Penalty: 3060.640137
	Iteration 86Q: 3 clusters Score -1543758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1543758.000000 Penalty: 3060.640137
	Iteration 87Q: 3 clusters Score -1543758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1543760.125000 Penalty: 3060.640137
	Iteration 88Q: 3 clusters Score -1543760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1543763.625000 Penalty: 3060.640137
	Iteration 89Q: 3 clusters Score -1543764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1543765.250000 Penalty: 3060.640137
	Iteration 90Q: 3 clusters Score -1543765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1543762.125000 Penalty: 3060.640137
	Iteration 91Q: 3 clusters Score -1543762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1543763.875000 Penalty: 3060.640137
	Iteration 92Q: 3 clusters Score -1543764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1543765.125000 Penalty: 3060.640137
	Iteration 93Q: 3 clusters Score -1543765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1543765.875000 Penalty: 3060.640137
	Iteration 94Q: 3 clusters Score -1543766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1543766.250000 Penalty: 3060.640137
	Iteration 95Q: 3 clusters Score -1543766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1543769.000000 Penalty: 3060.640137
	Iteration 96Q: 3 clusters Score -1543769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1543766.875000 Penalty: 3060.640137
	Iteration 97Q: 3 clusters Score -1543767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1543770.000000 Penalty: 3060.640137
	Iteration 98Q: 3 clusters Score -1543770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1543765.625000 Penalty: 3060.640137
	Iteration 99Q: 3 clusters Score -1543766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1543767.250000 Penalty: 3060.640137
	Iteration 100F: 3 clusters Score -1543767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1543767.625000 Penalty: 3060.640137
	Iteration 101Q: 3 clusters Score -1543768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1543767.625000 Penalty: 3060.640137
	Iteration 102F: 3 clusters Score -1543768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -137944.093750 Penalty: 1141.505493
	Iteration 0F: 2 clusters Score -137944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136424.687500 Penalty: 2283.010986
	Iteration 0F: 3 clusters Score -136424.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136743.046875 Penalty: 2283.010986
	Iteration 1F: 3 clusters Score -136743 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136828.734375 Penalty: 2283.010986
	Iteration 2F: 3 clusters Score -136828.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136889.171875 Penalty: 2283.010986
	Iteration 3Q: 3 clusters Score -136889.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136923.703125 Penalty: 2283.010986
	Iteration 4Q: 3 clusters Score -136923.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -136950.437500 Penalty: 2283.010986
	Iteration 5Q: 3 clusters Score -136950.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -136963.281250 Penalty: 2283.010986
	Iteration 6Q: 3 clusters Score -136963.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -136975.796875 Penalty: 2283.010986
	Iteration 7Q: 3 clusters Score -136975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -136991.375000 Penalty: 2283.010986
	Iteration 8Q: 3 clusters Score -136991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -137006.484375 Penalty: 2283.010986
	Iteration 9Q: 3 clusters Score -137006.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -137026.406250 Penalty: 2283.010986
	Iteration 10Q: 3 clusters Score -137026.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -137053.796875 Penalty: 2283.010986
	Iteration 11Q: 3 clusters Score -137053.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -137070.546875 Penalty: 2283.010986
	Iteration 12Q: 3 clusters Score -137070.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137092.515625 Penalty: 2283.010986
	Iteration 13Q: 3 clusters Score -137092.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137106.796875 Penalty: 2283.010986
	Iteration 14Q: 3 clusters Score -137106.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137122.640625 Penalty: 2283.010986
	Iteration 15Q: 3 clusters Score -137122.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137132.781250 Penalty: 2283.010986
	Iteration 16Q: 3 clusters Score -137132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -137145.656250 Penalty: 2283.010986
	Iteration 17Q: 3 clusters Score -137145.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -137157.515625 Penalty: 2283.010986
	Iteration 18Q: 3 clusters Score -137157.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -137173.328125 Penalty: 2283.010986
	Iteration 19Q: 3 clusters Score -137173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -137185.140625 Penalty: 2283.010986
	Iteration 20F: 3 clusters Score -137185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137197.546875 Penalty: 2283.010986
	Iteration 21Q: 3 clusters Score -137197.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -137206.406250 Penalty: 2283.010986
	Iteration 22Q: 3 clusters Score -137206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137213.750000 Penalty: 2283.010986
	Iteration 23Q: 3 clusters Score -137213.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137219.312500 Penalty: 2283.010986
	Iteration 24Q: 3 clusters Score -137219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -137221.046875 Penalty: 2283.010986
	Iteration 25Q: 3 clusters Score -137221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -137223.156250 Penalty: 2283.010986
	Iteration 26Q: 3 clusters Score -137223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -137227.359375 Penalty: 2283.010986
	Iteration 27Q: 3 clusters Score -137227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -137228.593750 Penalty: 2283.010986
	Iteration 28Q: 3 clusters Score -137228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -137228.781250 Penalty: 2283.010986
	Iteration 29Q: 3 clusters Score -137228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -137228.781250 Penalty: 2283.010986
	Iteration 30F: 3 clusters Score -137228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -211038.078125 Penalty: 1215.018677
	Iteration 0F: 2 clusters Score -211038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -209165.562500 Penalty: 2430.037354
	Iteration 0F: 3 clusters Score -209165.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -209656.421875 Penalty: 2430.037354
	Iteration 1F: 3 clusters Score -209656.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -209807.921875 Penalty: 2430.037354
	Iteration 2F: 3 clusters Score -209807.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -209903.500000 Penalty: 2430.037354
	Iteration 3F: 3 clusters Score -209903.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -209992.625000 Penalty: 2430.037354
	Iteration 4F: 3 clusters Score -209992.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -210078.609375 Penalty: 2430.037354
	Iteration 5Q: 3 clusters Score -210078.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -210187.203125 Penalty: 2430.037354
	Iteration 6Q: 3 clusters Score -210187.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -210284.609375 Penalty: 2430.037354
	Iteration 7Q: 3 clusters Score -210284.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -210370.843750 Penalty: 2430.037354
	Iteration 8Q: 3 clusters Score -210370.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210455.078125 Penalty: 2430.037354
	Iteration 9Q: 3 clusters Score -210455.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -210498.875000 Penalty: 2430.037354
	Iteration 10Q: 3 clusters Score -210498.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -210560.734375 Penalty: 2430.037354
	Iteration 11Q: 3 clusters Score -210560.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -210618.125000 Penalty: 2430.037354
	Iteration 12Q: 3 clusters Score -210618.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -210643.421875 Penalty: 2430.037354
	Iteration 13Q: 3 clusters Score -210643.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -210662.500000 Penalty: 2430.037354
	Iteration 14Q: 3 clusters Score -210662.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -210683.593750 Penalty: 2430.037354
	Iteration 15Q: 3 clusters Score -210683.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -210695.984375 Penalty: 2430.037354
	Iteration 16Q: 3 clusters Score -210696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -210705.125000 Penalty: 2430.037354
	Iteration 17Q: 3 clusters Score -210705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -210709.718750 Penalty: 2430.037354
	Iteration 18Q: 3 clusters Score -210709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -210711.671875 Penalty: 2430.037354
	Iteration 19Q: 3 clusters Score -210711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -210768.562500 Penalty: 2430.037354
	Iteration 20F: 3 clusters Score -210768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -210886.156250 Penalty: 2430.037354
	Iteration 21Q: 3 clusters Score -210886.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -210896.843750 Penalty: 2430.037354
	Iteration 22Q: 3 clusters Score -210896.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -210907.703125 Penalty: 2430.037354
	Iteration 23Q: 3 clusters Score -210907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -210917.718750 Penalty: 2430.037354
	Iteration 24Q: 3 clusters Score -210917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -210920.859375 Penalty: 2430.037354
	Iteration 25Q: 3 clusters Score -210920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -210922.718750 Penalty: 2430.037354
	Iteration 26Q: 3 clusters Score -210922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -210927.156250 Penalty: 2430.037354
	Iteration 27Q: 3 clusters Score -210927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -210932.140625 Penalty: 2430.037354
	Iteration 28Q: 3 clusters Score -210932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -210936.078125 Penalty: 2430.037354
	Iteration 29Q: 3 clusters Score -210936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -210939.203125 Penalty: 2430.037354
	Iteration 30Q: 3 clusters Score -210939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -210943.000000 Penalty: 2430.037354
	Iteration 31Q: 3 clusters Score -210943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -210944.500000 Penalty: 2430.037354
	Iteration 32Q: 3 clusters Score -210944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -210945.578125 Penalty: 2430.037354
	Iteration 33Q: 3 clusters Score -210945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -210946.343750 Penalty: 2430.037354
	Iteration 34Q: 3 clusters Score -210946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -210946.343750 Penalty: 2430.037354
	Iteration 35F: 3 clusters Score -210946.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Entering Unmasked Estep 
Score: -3336007.250000 Penalty: 1648.508545
	Iteration 0F: 2 clusters Score -3336007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3318690.500000 Penalty: 3297.017090
	Iteration 0F: 3 clusters Score -3318690 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3325062.750000 Penalty: 3297.017090
	Iteration 1F: 3 clusters Score -3325063 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3325379.000000 Penalty: 3297.017090
	Iteration 2Q: 3 clusters Score -3325379 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3325670.750000 Penalty: 3297.017090
	Iteration 3Q: 3 clusters Score -3325671 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3326034.750000 Penalty: 3297.017090
	Iteration 4Q: 3 clusters Score -3326035 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3326497.750000 Penalty: 3297.017090
	Iteration 5Q: 3 clusters Score -3326498 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3327132.750000 Penalty: 3297.017090
	Iteration 6Q: 3 clusters Score -3327133 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3327961.000000 Penalty: 3297.017090
	Iteration 7Q: 3 clusters Score -3327961 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3328917.750000 Penalty: 3297.017090
	Iteration 8F: 3 clusters Score -3328918 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3330121.500000 Penalty: 3297.017090
	Iteration 9F: 3 clusters Score -3330122 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3331363.500000 Penalty: 3297.017090
	Iteration 10F: 3 clusters Score -3331364 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3332208.000000 Penalty: 3297.017090
	Iteration 11F: 3 clusters Score -3332208 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3332663.250000 Penalty: 3297.017090
	Iteration 12Q: 3 clusters Score -3332663 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3332937.750000 Penalty: 3297.017090
	Iteration 13Q: 3 clusters Score -3332938 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3333176.500000 Penalty: 3297.017090
	Iteration 14Q: 3 clusters Score -3333176 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3333372.000000 Penalty: 3297.017090
	Iteration 15Q: 3 clusters Score -3333372 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3333565.000000 Penalty: 3297.017090
	Iteration 16Q: 3 clusters Score -3333565 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3333771.000000 Penalty: 3297.017090
	Iteration 17Q: 3 clusters Score -3333771 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3333949.250000 Penalty: 3297.017090
	Iteration 18Q: 3 clusters Score -3333949 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3334125.500000 Penalty: 3297.017090
	Iteration 19Q: 3 clusters Score -3334126 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3334252.250000 Penalty: 3297.017090
	Iteration 20F: 3 clusters Score -3334252 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3334365.250000 Penalty: 3297.017090
	Iteration 21Q: 3 clusters Score -3334365 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3334454.500000 Penalty: 3297.017090
	Iteration 22Q: 3 clusters Score -3334454 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3334529.250000 Penalty: 3297.017090
	Iteration 23Q: 3 clusters Score -3334529 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3334595.000000 Penalty: 3297.017090
	Iteration 24Q: 3 clusters Score -3334595 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3334661.500000 Penalty: 3297.017090
	Iteration 25Q: 3 clusters Score -3334662 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3334724.000000 Penalty: 3297.017090
	Iteration 26Q: 3 clusters Score -3334724 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3334784.000000 Penalty: 3297.017090
	Iteration 27Q: 3 clusters Score -3334784 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3334842.500000 Penalty: 3297.017090
	Iteration 28Q: 3 clusters Score -3334842 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3334902.750000 Penalty: 3297.017090
	Iteration 29Q: 3 clusters Score -3334903 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3334943.500000 Penalty: 3297.017090
	Iteration 30Q: 3 clusters Score -3334944 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3334979.000000 Penalty: 3297.017090
	Iteration 31Q: 3 clusters Score -3334979 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3335019.500000 Penalty: 3297.017090
	Iteration 32Q: 3 clusters Score -3335020 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3335058.750000 Penalty: 3297.017090
	Iteration 33Q: 3 clusters Score -3335059 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3335089.000000 Penalty: 3297.017090
	Iteration 34Q: 3 clusters Score -3335089 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3335135.750000 Penalty: 3297.017090
	Iteration 35Q: 3 clusters Score -3335136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3335155.000000 Penalty: 3297.017090
	Iteration 36Q: 3 clusters Score -3335155 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3335202.250000 Penalty: 3297.017090
	Iteration 37Q: 3 clusters Score -3335202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3335220.750000 Penalty: 3297.017090
	Iteration 38Q: 3 clusters Score -3335221 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3335258.250000 Penalty: 3297.017090
	Iteration 39Q: 3 clusters Score -3335258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3335272.250000 Penalty: 3297.017090
	Iteration 40F: 3 clusters Score -3335272 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3335285.750000 Penalty: 3297.017090
	Iteration 41Q: 3 clusters Score -3335286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3335318.750000 Penalty: 3297.017090
	Iteration 42Q: 3 clusters Score -3335319 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3335326.500000 Penalty: 3297.017090
	Iteration 43Q: 3 clusters Score -3335326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3335335.500000 Penalty: 3297.017090
	Iteration 44Q: 3 clusters Score -3335336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3335353.000000 Penalty: 3297.017090
	Iteration 45Q: 3 clusters Score -3335353 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3335361.500000 Penalty: 3297.017090
	Iteration 46Q: 3 clusters Score -3335362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3335363.750000 Penalty: 3297.017090
	Iteration 47Q: 3 clusters Score -3335364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3335368.750000 Penalty: 3297.017090
	Iteration 48Q: 3 clusters Score -3335369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3335371.000000 Penalty: 3297.017090
	Iteration 49Q: 3 clusters Score -3335371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3335378.250000 Penalty: 3297.017090
	Iteration 50Q: 3 clusters Score -3335378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3335384.000000 Penalty: 3297.017090
	Iteration 51Q: 3 clusters Score -3335384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3335387.000000 Penalty: 3297.017090
	Iteration 52Q: 3 clusters Score -3335387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3335391.250000 Penalty: 3297.017090
	Iteration 53Q: 3 clusters Score -3335391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3335394.750000 Penalty: 3297.017090
	Iteration 54Q: 3 clusters Score -3335395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3335395.250000 Penalty: 3297.017090
	Iteration 55Q: 3 clusters Score -3335395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3335393.000000 Penalty: 3297.017090
	Iteration 56Q: 3 clusters Score -3335393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -3335394.750000 Penalty: 3297.017090
	Iteration 57Q: 3 clusters Score -3335395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3335393.500000 Penalty: 3297.017090
	Iteration 58Q: 3 clusters Score -3335394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3335391.250000 Penalty: 3297.017090
	Iteration 59Q: 3 clusters Score -3335391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3335400.000000 Penalty: 3297.017090
	Iteration 60F: 3 clusters Score -3335400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -3335399.000000 Penalty: 3297.017090
	Iteration 61Q: 3 clusters Score -3335399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3335396.250000 Penalty: 3297.017090
	Iteration 62Q: 3 clusters Score -3335396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3335403.250000 Penalty: 3297.017090
	Iteration 63Q: 3 clusters Score -3335403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3335406.500000 Penalty: 3297.017090
	Iteration 64Q: 3 clusters Score -3335406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3335406.000000 Penalty: 3297.017090
	Iteration 65Q: 3 clusters Score -3335406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3335406.000000 Penalty: 3297.017090
	Iteration 66Q: 3 clusters Score -3335406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3335410.750000 Penalty: 3297.017090
	Iteration 67Q: 3 clusters Score -3335411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3335407.500000 Penalty: 3297.017090
	Iteration 68Q: 3 clusters Score -3335408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3335410.750000 Penalty: 3297.017090
	Iteration 69Q: 3 clusters Score -3335411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3335414.250000 Penalty: 3297.017090
	Iteration 70Q: 3 clusters Score -3335414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3335411.500000 Penalty: 3297.017090
	Iteration 71Q: 3 clusters Score -3335412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3335415.250000 Penalty: 3297.017090
	Iteration 72Q: 3 clusters Score -3335415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3335415.500000 Penalty: 3297.017090
	Iteration 73Q: 3 clusters Score -3335416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3335414.250000 Penalty: 3297.017090
	Iteration 74Q: 3 clusters Score -3335414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3335414.000000 Penalty: 3297.017090
	Iteration 75Q: 3 clusters Score -3335414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3335417.000000 Penalty: 3297.017090
	Iteration 76Q: 3 clusters Score -3335417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3335417.250000 Penalty: 3297.017090
	Iteration 77Q: 3 clusters Score -3335417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3335417.250000 Penalty: 3297.017090
	Iteration 78Q: 3 clusters Score -3335417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3335418.500000 Penalty: 3297.017090
	Iteration 79Q: 3 clusters Score -3335418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3335418.500000 Penalty: 3297.017090
	Iteration 80F: 3 clusters Score -3335418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Entering Unmasked Estep 
Score: -2569865.000000 Penalty: 1604.542969
	Iteration 0F: 2 clusters Score -2569865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2556585.750000 Penalty: 3209.085938
	Iteration 0F: 3 clusters Score -2556586 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2561513.750000 Penalty: 3209.085938
	Iteration 1F: 3 clusters Score -2561514 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2561766.000000 Penalty: 3209.085938
	Iteration 2Q: 3 clusters Score -2561766 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2561996.000000 Penalty: 3209.085938
	Iteration 3Q: 3 clusters Score -2561996 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2562212.500000 Penalty: 3209.085938
	Iteration 4Q: 3 clusters Score -2562212 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2562455.250000 Penalty: 3209.085938
	Iteration 5Q: 3 clusters Score -2562455 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2562742.500000 Penalty: 3209.085938
	Iteration 6Q: 3 clusters Score -2562742 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2563105.000000 Penalty: 3209.085938
	Iteration 7Q: 3 clusters Score -2563105 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2563631.750000 Penalty: 3209.085938
	Iteration 8F: 3 clusters Score -2563632 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2564291.500000 Penalty: 3209.085938
	Iteration 9F: 3 clusters Score -2564292 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2565125.250000 Penalty: 3209.085938
	Iteration 10F: 3 clusters Score -2565125 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2565996.000000 Penalty: 3209.085938
	Iteration 11F: 3 clusters Score -2565996 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2566819.000000 Penalty: 3209.085938
	Iteration 12F: 3 clusters Score -2566819 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2567445.250000 Penalty: 3209.085938
	Iteration 13Q: 3 clusters Score -2567445 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2567849.750000 Penalty: 3209.085938
	Iteration 14Q: 3 clusters Score -2567850 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2568103.000000 Penalty: 3209.085938
	Iteration 15Q: 3 clusters Score -2568103 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2568259.250000 Penalty: 3209.085938
	Iteration 16Q: 3 clusters Score -2568259 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2568341.750000 Penalty: 3209.085938
	Iteration 17Q: 3 clusters Score -2568342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2568396.500000 Penalty: 3209.085938
	Iteration 18Q: 3 clusters Score -2568396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2568422.000000 Penalty: 3209.085938
	Iteration 19Q: 3 clusters Score -2568422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2568440.500000 Penalty: 3209.085938
	Iteration 20F: 3 clusters Score -2568440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2568453.250000 Penalty: 3209.085938
	Iteration 21Q: 3 clusters Score -2568453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2568462.500000 Penalty: 3209.085938
	Iteration 22Q: 3 clusters Score -2568462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2568470.500000 Penalty: 3209.085938
	Iteration 23Q: 3 clusters Score -2568470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2568475.750000 Penalty: 3209.085938
	Iteration 24Q: 3 clusters Score -2568476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2568484.000000 Penalty: 3209.085938
	Iteration 25Q: 3 clusters Score -2568484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2568487.250000 Penalty: 3209.085938
	Iteration 26Q: 3 clusters Score -2568487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2568496.750000 Penalty: 3209.085938
	Iteration 27Q: 3 clusters Score -2568497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2568494.750000 Penalty: 3209.085938
	Iteration 28Q: 3 clusters Score -2568495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2568496.750000 Penalty: 3209.085938
	Iteration 29Q: 3 clusters Score -2568497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2568499.500000 Penalty: 3209.085938
	Iteration 30Q: 3 clusters Score -2568500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2568501.750000 Penalty: 3209.085938
	Iteration 31Q: 3 clusters Score -2568502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2568501.750000 Penalty: 3209.085938
	Iteration 32Q: 3 clusters Score -2568502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2568505.500000 Penalty: 3209.085938
	Iteration 33Q: 3 clusters Score -2568506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2568505.500000 Penalty: 3209.085938
	Iteration 34F: 3 clusters Score -2568506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Entering Unmasked Estep 
Score: -1178823.250000 Penalty: 1484.485229
	Iteration 0F: 2 clusters Score -1178823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1172220.250000 Penalty: 2968.970459
	Iteration 0F: 3 clusters Score -1172220 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1174182.250000 Penalty: 2968.970459
	Iteration 1F: 3 clusters Score -1174182 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1174462.625000 Penalty: 2968.970459
	Iteration 2F: 3 clusters Score -1174463 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1174742.875000 Penalty: 2968.970459
	Iteration 3F: 3 clusters Score -1174743 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1175045.625000 Penalty: 2968.970459
	Iteration 4F: 3 clusters Score -1175046 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1175358.500000 Penalty: 2968.970459
	Iteration 5F: 3 clusters Score -1175358 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1175741.750000 Penalty: 2968.970459
	Iteration 6F: 3 clusters Score -1175742 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1176171.000000 Penalty: 2968.970459
	Iteration 7F: 3 clusters Score -1176171 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1176606.250000 Penalty: 2968.970459
	Iteration 8F: 3 clusters Score -1176606 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1176938.375000 Penalty: 2968.970459
	Iteration 9Q: 3 clusters Score -1176938 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1177153.125000 Penalty: 2968.970459
	Iteration 10Q: 3 clusters Score -1177153 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1177275.000000 Penalty: 2968.970459
	Iteration 11Q: 3 clusters Score -1177275 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1177360.250000 Penalty: 2968.970459
	Iteration 12Q: 3 clusters Score -1177360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1177405.375000 Penalty: 2968.970459
	Iteration 13Q: 3 clusters Score -1177405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1177436.750000 Penalty: 2968.970459
	Iteration 14Q: 3 clusters Score -1177437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1177458.625000 Penalty: 2968.970459
	Iteration 15Q: 3 clusters Score -1177459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1177487.375000 Penalty: 2968.970459
	Iteration 16Q: 3 clusters Score -1177487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1177506.625000 Penalty: 2968.970459
	Iteration 17Q: 3 clusters Score -1177507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1177511.000000 Penalty: 2968.970459
	Iteration 18Q: 3 clusters Score -1177511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1177514.500000 Penalty: 2968.970459
	Iteration 19Q: 3 clusters Score -1177514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1177517.000000 Penalty: 2968.970459
	Iteration 20F: 3 clusters Score -1177517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1177516.625000 Penalty: 2968.970459
	Iteration 21Q: 3 clusters Score -1177517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1177519.250000 Penalty: 2968.970459
	Iteration 22Q: 3 clusters Score -1177519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1177523.000000 Penalty: 2968.970459
	Iteration 23Q: 3 clusters Score -1177523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1177525.875000 Penalty: 2968.970459
	Iteration 24Q: 3 clusters Score -1177526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1177529.000000 Penalty: 2968.970459
	Iteration 25Q: 3 clusters Score -1177529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1177531.250000 Penalty: 2968.970459
	Iteration 26Q: 3 clusters Score -1177531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1177531.250000 Penalty: 2968.970459
	Iteration 27F: 3 clusters Score -1177531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Entering Unmasked Estep 
Score: -7071873.000000 Penalty: 1769.893433
	Iteration 0F: 2 clusters Score -7071873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -7035835.500000 Penalty: 3539.786865
	Iteration 0F: 3 clusters Score -7035836 nChanged 25312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -7050105.500000 Penalty: 3539.786865
	Iteration 1F: 3 clusters Score -7050106 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -7050661.000000 Penalty: 3539.786865
	Iteration 2Q: 3 clusters Score -7050661 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -7051463.500000 Penalty: 3539.786865
	Iteration 3Q: 3 clusters Score -7051464 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -7052795.500000 Penalty: 3539.786865
	Iteration 4F: 3 clusters Score -7052796 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -7055084.000000 Penalty: 3539.786865
	Iteration 5F: 3 clusters Score -7055084 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -7058773.500000 Penalty: 3539.786865
	Iteration 6F: 3 clusters Score -7058774 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -7063317.500000 Penalty: 3539.786865
	Iteration 7F: 3 clusters Score -7063318 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -7067038.000000 Penalty: 3539.786865
	Iteration 8F: 3 clusters Score -7067038 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -7069078.500000 Penalty: 3539.786865
	Iteration 9Q: 3 clusters Score -7069078 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -7069862.000000 Penalty: 3539.786865
	Iteration 10Q: 3 clusters Score -7069862 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -7070148.500000 Penalty: 3539.786865
	Iteration 11Q: 3 clusters Score -7070148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -7070244.500000 Penalty: 3539.786865
	Iteration 12Q: 3 clusters Score -7070244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -7070279.000000 Penalty: 3539.786865
	Iteration 13Q: 3 clusters Score -7070279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -7070307.500000 Penalty: 3539.786865
	Iteration 14Q: 3 clusters Score -7070308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -7070310.000000 Penalty: 3539.786865
	Iteration 15Q: 3 clusters Score -7070310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7070314.500000 Penalty: 3539.786865
	Iteration 16Q: 3 clusters Score -7070314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -7070325.000000 Penalty: 3539.786865
	Iteration 17Q: 3 clusters Score -7070325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -7070326.500000 Penalty: 3539.786865
	Iteration 18Q: 3 clusters Score -7070326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7070330.000000 Penalty: 3539.786865
	Iteration 19Q: 3 clusters Score -7070330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -7070330.000000 Penalty: 3539.786865
	Iteration 20F: 3 clusters Score -7070330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Entering Unmasked Estep 
Score: -3796798.000000 Penalty: 1668.824829
	Iteration 0F: 2 clusters Score -3796798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3777410.500000 Penalty: 3337.649658
	Iteration 0F: 3 clusters Score -3777410 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3784526.000000 Penalty: 3337.649658
	Iteration 1F: 3 clusters Score -3784526 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3784792.500000 Penalty: 3337.649658
	Iteration 2Q: 3 clusters Score -3784792 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3785061.000000 Penalty: 3337.649658
	Iteration 3Q: 3 clusters Score -3785061 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3785251.500000 Penalty: 3337.649658
	Iteration 4Q: 3 clusters Score -3785252 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3785445.250000 Penalty: 3337.649658
	Iteration 5Q: 3 clusters Score -3785445 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3785632.750000 Penalty: 3337.649658
	Iteration 6Q: 3 clusters Score -3785633 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3785820.500000 Penalty: 3337.649658
	Iteration 7Q: 3 clusters Score -3785820 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3786057.500000 Penalty: 3337.649658
	Iteration 8Q: 3 clusters Score -3786058 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3786374.250000 Penalty: 3337.649658
	Iteration 9Q: 3 clusters Score -3786374 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3786849.750000 Penalty: 3337.649658
	Iteration 10Q: 3 clusters Score -3786850 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3787488.250000 Penalty: 3337.649658
	Iteration 11Q: 3 clusters Score -3787488 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3788326.500000 Penalty: 3337.649658
	Iteration 12Q: 3 clusters Score -3788326 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3789326.000000 Penalty: 3337.649658
	Iteration 13Q: 3 clusters Score -3789326 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3790373.750000 Penalty: 3337.649658
	Iteration 14Q: 3 clusters Score -3790374 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3791362.500000 Penalty: 3337.649658
	Iteration 15Q: 3 clusters Score -3791362 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3792235.750000 Penalty: 3337.649658
	Iteration 16Q: 3 clusters Score -3792236 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3792904.500000 Penalty: 3337.649658
	Iteration 17Q: 3 clusters Score -3792904 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3793372.000000 Penalty: 3337.649658
	Iteration 18Q: 3 clusters Score -3793372 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3793747.750000 Penalty: 3337.649658
	Iteration 19Q: 3 clusters Score -3793748 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3794110.250000 Penalty: 3337.649658
	Iteration 20F: 3 clusters Score -3794110 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3794416.250000 Penalty: 3337.649658
	Iteration 21Q: 3 clusters Score -3794416 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3794642.500000 Penalty: 3337.649658
	Iteration 22Q: 3 clusters Score -3794642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3794820.250000 Penalty: 3337.649658
	Iteration 23Q: 3 clusters Score -3794820 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3794941.500000 Penalty: 3337.649658
	Iteration 24Q: 3 clusters Score -3794942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3795047.500000 Penalty: 3337.649658
	Iteration 25Q: 3 clusters Score -3795048 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3795122.750000 Penalty: 3337.649658
	Iteration 26Q: 3 clusters Score -3795123 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3795168.500000 Penalty: 3337.649658
	Iteration 27Q: 3 clusters Score -3795168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3795213.500000 Penalty: 3337.649658
	Iteration 28Q: 3 clusters Score -3795214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3795242.000000 Penalty: 3337.649658
	Iteration 29Q: 3 clusters Score -3795242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3795278.750000 Penalty: 3337.649658
	Iteration 30Q: 3 clusters Score -3795279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3795304.250000 Penalty: 3337.649658
	Iteration 31Q: 3 clusters Score -3795304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3795315.250000 Penalty: 3337.649658
	Iteration 32Q: 3 clusters Score -3795315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3795316.500000 Penalty: 3337.649658
	Iteration 33Q: 3 clusters Score -3795316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3795329.500000 Penalty: 3337.649658
	Iteration 34Q: 3 clusters Score -3795330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3795334.250000 Penalty: 3337.649658
	Iteration 35Q: 3 clusters Score -3795334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3795344.500000 Penalty: 3337.649658
	Iteration 36Q: 3 clusters Score -3795344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3795346.250000 Penalty: 3337.649658
	Iteration 37Q: 3 clusters Score -3795346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3795342.750000 Penalty: 3337.649658
	Iteration 38Q: 3 clusters Score -3795343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3795342.750000 Penalty: 3337.649658
	Iteration 39F: 3 clusters Score -3795343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -334945.375000 Penalty: 1271.667236
	Iteration 0F: 2 clusters Score -334945.4 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 1192 members 
Entering Unmasked Estep 
Score: -332535.312500 Penalty: 2543.334473
	Iteration 0F: 3 clusters Score -332535.3 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -333077.093750 Penalty: 2543.334473
	Iteration 1F: 3 clusters Score -333077.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -333168.187500 Penalty: 2543.334473
	Iteration 2F: 3 clusters Score -333168.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -333231.156250 Penalty: 2543.334473
	Iteration 3Q: 3 clusters Score -333231.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -333273.031250 Penalty: 2543.334473
	Iteration 4Q: 3 clusters Score -333273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -333316.156250 Penalty: 2543.334473
	Iteration 5Q: 3 clusters Score -333316.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -333353.718750 Penalty: 2543.334473
	Iteration 6Q: 3 clusters Score -333353.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -333395.718750 Penalty: 2543.334473
	Iteration 7Q: 3 clusters Score -333395.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -333428.125000 Penalty: 2543.334473
	Iteration 8Q: 3 clusters Score -333428.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -333460.468750 Penalty: 2543.334473
	Iteration 9Q: 3 clusters Score -333460.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -333488.343750 Penalty: 2543.334473
	Iteration 10Q: 3 clusters Score -333488.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -333516.875000 Penalty: 2543.334473
	Iteration 11Q: 3 clusters Score -333516.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -333541.062500 Penalty: 2543.334473
	Iteration 12Q: 3 clusters Score -333541.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -333571.750000 Penalty: 2543.334473
	Iteration 13Q: 3 clusters Score -333571.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -333597.062500 Penalty: 2543.334473
	Iteration 14Q: 3 clusters Score -333597.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -333626.312500 Penalty: 2543.334473
	Iteration 15Q: 3 clusters Score -333626.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -333644.718750 Penalty: 2543.334473
	Iteration 16Q: 3 clusters Score -333644.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -333660.125000 Penalty: 2543.334473
	Iteration 17Q: 3 clusters Score -333660.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -333672.906250 Penalty: 2543.334473
	Iteration 18Q: 3 clusters Score -333672.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -333693.687500 Penalty: 2543.334473
	Iteration 19Q: 3 clusters Score -333693.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -333708.875000 Penalty: 2543.334473
	Iteration 20F: 3 clusters Score -333708.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -333720.468750 Penalty: 2543.334473
	Iteration 21Q: 3 clusters Score -333720.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -333726.093750 Penalty: 2543.334473
	Iteration 22Q: 3 clusters Score -333726.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -333728.656250 Penalty: 2543.334473
	Iteration 23Q: 3 clusters Score -333728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -333730.437500 Penalty: 2543.334473
	Iteration 24Q: 3 clusters Score -333730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -333730.562500 Penalty: 2543.334473
	Iteration 25Q: 3 clusters Score -333730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -333731.343750 Penalty: 2543.334473
	Iteration 26Q: 3 clusters Score -333731.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -333731.343750 Penalty: 2543.334473
	Iteration 27F: 3 clusters Score -333731.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Entering Unmasked Estep 
Score: -937033.625000 Penalty: 1441.596802
	Iteration 0F: 2 clusters Score -937033.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -931727.937500 Penalty: 2883.193604
	Iteration 0F: 3 clusters Score -931727.9 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -933330.312500 Penalty: 2883.193604
	Iteration 1F: 3 clusters Score -933330.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -933613.125000 Penalty: 2883.193604
	Iteration 2F: 3 clusters Score -933613.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -933862.000000 Penalty: 2883.193604
	Iteration 3F: 3 clusters Score -933862 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -934103.375000 Penalty: 2883.193604
	Iteration 4F: 3 clusters Score -934103.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -934385.000000 Penalty: 2883.193604
	Iteration 5F: 3 clusters Score -934385 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -934685.375000 Penalty: 2883.193604
	Iteration 6F: 3 clusters Score -934685.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -934982.687500 Penalty: 2883.193604
	Iteration 7Q: 3 clusters Score -934982.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -935231.250000 Penalty: 2883.193604
	Iteration 8Q: 3 clusters Score -935231.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -935422.250000 Penalty: 2883.193604
	Iteration 9Q: 3 clusters Score -935422.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -935550.125000 Penalty: 2883.193604
	Iteration 10Q: 3 clusters Score -935550.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -935620.937500 Penalty: 2883.193604
	Iteration 11Q: 3 clusters Score -935620.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -935661.062500 Penalty: 2883.193604
	Iteration 12Q: 3 clusters Score -935661.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -935686.625000 Penalty: 2883.193604
	Iteration 13Q: 3 clusters Score -935686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -935699.625000 Penalty: 2883.193604
	Iteration 14Q: 3 clusters Score -935699.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -935710.375000 Penalty: 2883.193604
	Iteration 15Q: 3 clusters Score -935710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -935717.562500 Penalty: 2883.193604
	Iteration 16Q: 3 clusters Score -935717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -935720.812500 Penalty: 2883.193604
	Iteration 17Q: 3 clusters Score -935720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -935726.437500 Penalty: 2883.193604
	Iteration 18Q: 3 clusters Score -935726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -935729.812500 Penalty: 2883.193604
	Iteration 19Q: 3 clusters Score -935729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -935737.437500 Penalty: 2883.193604
	Iteration 20F: 3 clusters Score -935737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -935740.187500 Penalty: 2883.193604
	Iteration 21Q: 3 clusters Score -935740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -935744.187500 Penalty: 2883.193604
	Iteration 22Q: 3 clusters Score -935744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -935745.000000 Penalty: 2883.193604
	Iteration 23Q: 3 clusters Score -935745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -935745.000000 Penalty: 2883.193604
	Iteration 24F: 3 clusters Score -935745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -20678.951172 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -20678.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19992.662109 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -19992.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20150.099609 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -20150.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20204.796875 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -20204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20226.710938 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -20226.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20278.876953 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -20278.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20284.871094 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -20284.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20306.056641 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -20306.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20310.267578 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -20310.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20319.181641 Penalty: 1754.402954
	Iteration 8Q: 3 clusters Score -20319.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20321.083984 Penalty: 1754.402954
	Iteration 9Q: 3 clusters Score -20321.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20323.115234 Penalty: 1754.402954
	Iteration 10Q: 3 clusters Score -20323.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20323.115234 Penalty: 1754.402954
	Iteration 11F: 3 clusters Score -20323.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (115231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Entering Unmasked Estep 
Score: -15185196.000000 Penalty: 1893.887817
	Iteration 0F: 2 clusters Score -1.51852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -15118198.000000 Penalty: 3787.775635
	Iteration 0F: 3 clusters Score -1.51182e+07 nChanged 55183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -15150188.000000 Penalty: 3787.775635
	Iteration 1F: 3 clusters Score -1.515019e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -15150729.000000 Penalty: 3787.775635
	Iteration 2Q: 3 clusters Score -1.515073e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -15151715.000000 Penalty: 3787.775635
	Iteration 3Q: 3 clusters Score -1.515172e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -15153045.000000 Penalty: 3787.775635
	Iteration 4Q: 3 clusters Score -1.515304e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -15155509.000000 Penalty: 3787.775635
	Iteration 5F: 3 clusters Score -1.515551e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -15159457.000000 Penalty: 3787.775635
	Iteration 6F: 3 clusters Score -1.515946e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -15164772.000000 Penalty: 3787.775635
	Iteration 7F: 3 clusters Score -1.516477e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -15169872.000000 Penalty: 3787.775635
	Iteration 8F: 3 clusters Score -1.516987e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -15174593.000000 Penalty: 3787.775635
	Iteration 9F: 3 clusters Score -1.517459e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -15178311.000000 Penalty: 3787.775635
	Iteration 10Q: 3 clusters Score -1.517831e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -15180316.000000 Penalty: 3787.775635
	Iteration 11Q: 3 clusters Score -1.518032e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110618 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -15181560.000000 Penalty: 3787.775635
	Iteration 12Q: 3 clusters Score -1.518156e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111630 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -15182292.000000 Penalty: 3787.775635
	Iteration 13Q: 3 clusters Score -1.518229e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112382 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -15182834.000000 Penalty: 3787.775635
	Iteration 14Q: 3 clusters Score -1.518283e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -15183068.000000 Penalty: 3787.775635
	Iteration 15Q: 3 clusters Score -1.518307e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15183257.000000 Penalty: 3787.775635
	Iteration 16Q: 3 clusters Score -1.518326e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113658 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15183359.000000 Penalty: 3787.775635
	Iteration 17Q: 3 clusters Score -1.518336e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113893 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -15183385.000000 Penalty: 3787.775635
	Iteration 18Q: 3 clusters Score -1.518338e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -15183452.000000 Penalty: 3787.775635
	Iteration 19Q: 3 clusters Score -1.518345e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114227 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -15183484.000000 Penalty: 3787.775635
	Iteration 20F: 3 clusters Score -1.518348e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114332 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15183561.000000 Penalty: 3787.775635
	Iteration 21Q: 3 clusters Score -1.518356e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15183586.000000 Penalty: 3787.775635
	Iteration 22Q: 3 clusters Score -1.518359e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -15183590.000000 Penalty: 3787.775635
	Iteration 23Q: 3 clusters Score -1.518359e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114526 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15183604.000000 Penalty: 3787.775635
	Iteration 24Q: 3 clusters Score -1.51836e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15183629.000000 Penalty: 3787.775635
	Iteration 25Q: 3 clusters Score -1.518363e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114622 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15183636.000000 Penalty: 3787.775635
	Iteration 26Q: 3 clusters Score -1.518364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15183649.000000 Penalty: 3787.775635
	Iteration 27Q: 3 clusters Score -1.518365e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -15183630.000000 Penalty: 3787.775635
	Iteration 28Q: 3 clusters Score -1.518363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114713 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15183643.000000 Penalty: 3787.775635
	Iteration 29Q: 3 clusters Score -1.518364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15183641.000000 Penalty: 3787.775635
	Iteration 30Q: 3 clusters Score -1.518364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15183642.000000 Penalty: 3787.775635
	Iteration 31Q: 3 clusters Score -1.518364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15183650.000000 Penalty: 3787.775635
	Iteration 32Q: 3 clusters Score -1.518365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114751 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15183662.000000 Penalty: 3787.775635
	Iteration 33Q: 3 clusters Score -1.518366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15183659.000000 Penalty: 3787.775635
	Iteration 34Q: 3 clusters Score -1.518366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114759 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -15183656.000000 Penalty: 3787.775635
	Iteration 35Q: 3 clusters Score -1.518366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114764 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -15183662.000000 Penalty: 3787.775635
	Iteration 36Q: 3 clusters Score -1.518366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114770 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -15183665.000000 Penalty: 3787.775635
	Iteration 37Q: 3 clusters Score -1.518366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114776 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -15183659.000000 Penalty: 3787.775635
	Iteration 38Q: 3 clusters Score -1.518366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114777 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -15183654.000000 Penalty: 3787.775635
	Iteration 39Q: 3 clusters Score -1.518365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114779 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15183656.000000 Penalty: 3787.775635
	Iteration 40F: 3 clusters Score -1.518366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114781 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15183663.000000 Penalty: 3787.775635
	Iteration 41Q: 3 clusters Score -1.518366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114782 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15183660.000000 Penalty: 3787.775635
	Iteration 42Q: 3 clusters Score -1.518366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114783 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15183661.000000 Penalty: 3787.775635
	Iteration 43Q: 3 clusters Score -1.518366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114787 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15183654.000000 Penalty: 3787.775635
	Iteration 44Q: 3 clusters Score -1.518365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15183662.000000 Penalty: 3787.775635
	Iteration 45Q: 3 clusters Score -1.518366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15183668.000000 Penalty: 3787.775635
	Iteration 46Q: 3 clusters Score -1.518367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114789 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -15183668.000000 Penalty: 3787.775635
	Iteration 47Q: 3 clusters Score -1.518367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114793 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15183675.000000 Penalty: 3787.775635
	Iteration 48Q: 3 clusters Score -1.518368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -15183675.000000 Penalty: 3787.775635
	Iteration 49Q: 3 clusters Score -1.518368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114798 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15183680.000000 Penalty: 3787.775635
	Iteration 50Q: 3 clusters Score -1.518368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114798 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15183677.000000 Penalty: 3787.775635
	Iteration 51Q: 3 clusters Score -1.518368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15183681.000000 Penalty: 3787.775635
	Iteration 52Q: 3 clusters Score -1.518368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114800 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15183691.000000 Penalty: 3787.775635
	Iteration 53Q: 3 clusters Score -1.518369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114800 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15183691.000000 Penalty: 3787.775635
	Iteration 54F: 3 clusters Score -1.518369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -37019.742188 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -37019.74 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 180 members 
Entering Unmasked Estep 
Score: -36145.335938 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -36145.34 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36259.632812 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -36259.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36284.410156 Penalty: 1901.965820
	Iteration 2Q: 3 clusters Score -36284.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36307.519531 Penalty: 1901.965820
	Iteration 3Q: 3 clusters Score -36307.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36366.656250 Penalty: 1901.965820
	Iteration 4F: 3 clusters Score -36366.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36389.687500 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -36389.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36402.621094 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -36402.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36426.929688 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -36426.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36451.902344 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -36451.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -36468.660156 Penalty: 1901.965820
	Iteration 9Q: 3 clusters Score -36468.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36492.363281 Penalty: 1901.965820
	Iteration 10Q: 3 clusters Score -36492.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36501.945312 Penalty: 1901.965820
	Iteration 11Q: 3 clusters Score -36501.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -36504.933594 Penalty: 1901.965820
	Iteration 12Q: 3 clusters Score -36504.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -36504.933594 Penalty: 1901.965820
	Iteration 13F: 3 clusters Score -36504.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -127264.781250 Penalty: 1137.554321
	Iteration 0F: 2 clusters Score -127264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125782.296875 Penalty: 2275.108643
	Iteration 0F: 3 clusters Score -125782.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126087.429688 Penalty: 2275.108643
	Iteration 1F: 3 clusters Score -126087.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -126184.906250 Penalty: 2275.108643
	Iteration 2F: 3 clusters Score -126184.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -126247.835938 Penalty: 2275.108643
	Iteration 3Q: 3 clusters Score -126247.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -126298.953125 Penalty: 2275.108643
	Iteration 4Q: 3 clusters Score -126299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -126331.484375 Penalty: 2275.108643
	Iteration 5Q: 3 clusters Score -126331.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126357.585938 Penalty: 2275.108643
	Iteration 6Q: 3 clusters Score -126357.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -126380.664062 Penalty: 2275.108643
	Iteration 7Q: 3 clusters Score -126380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126397.953125 Penalty: 2275.108643
	Iteration 8Q: 3 clusters Score -126398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126425.546875 Penalty: 2275.108643
	Iteration 9Q: 3 clusters Score -126425.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -126447.289062 Penalty: 2275.108643
	Iteration 10Q: 3 clusters Score -126447.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -126460.523438 Penalty: 2275.108643
	Iteration 11Q: 3 clusters Score -126460.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -126476.109375 Penalty: 2275.108643
	Iteration 12Q: 3 clusters Score -126476.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -126491.414062 Penalty: 2275.108643
	Iteration 13Q: 3 clusters Score -126491.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -126504.500000 Penalty: 2275.108643
	Iteration 14Q: 3 clusters Score -126504.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -126513.000000 Penalty: 2275.108643
	Iteration 15Q: 3 clusters Score -126513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126517.671875 Penalty: 2275.108643
	Iteration 16Q: 3 clusters Score -126517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126517.671875 Penalty: 2275.108643
	Iteration 17F: 3 clusters Score -126517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Entering Unmasked Estep 
Score: -10817456.000000 Penalty: 1839.264648
	Iteration 0F: 2 clusters Score -1.081746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -10765580.000000 Penalty: 3678.529297
	Iteration 0F: 3 clusters Score -1.076558e+07 nChanged 39231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -10788940.000000 Penalty: 3678.529297
	Iteration 1F: 3 clusters Score -1.078894e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -10791236.000000 Penalty: 3678.529297
	Iteration 2F: 3 clusters Score -1.079124e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -10795647.000000 Penalty: 3678.529297
	Iteration 3F: 3 clusters Score -1.079565e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -10803211.000000 Penalty: 3678.529297
	Iteration 4F: 3 clusters Score -1.080321e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -10812874.000000 Penalty: 3678.529297
	Iteration 5F: 3 clusters Score -1.081287e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -10820986.000000 Penalty: 3678.529297
	Iteration 6F: 3 clusters Score -1.082099e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -10824261.000000 Penalty: 3678.529297
	Iteration 7Q: 3 clusters Score -1.082426e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -10825175.000000 Penalty: 3678.529297
	Iteration 8Q: 3 clusters Score -1.082518e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -10825457.000000 Penalty: 3678.529297
	Iteration 9Q: 3 clusters Score -1.082546e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -10825610.000000 Penalty: 3678.529297
	Iteration 10Q: 3 clusters Score -1.082561e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -10825659.000000 Penalty: 3678.529297
	Iteration 11Q: 3 clusters Score -1.082566e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -10825666.000000 Penalty: 3678.529297
	Iteration 12Q: 3 clusters Score -1.082567e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -10825662.000000 Penalty: 3678.529297
	Iteration 13Q: 3 clusters Score -1.082566e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -10825674.000000 Penalty: 3678.529297
	Iteration 14Q: 3 clusters Score -1.082567e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -10825673.000000 Penalty: 3678.529297
	Iteration 15Q: 3 clusters Score -1.082567e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -10825675.000000 Penalty: 3678.529297
	Iteration 16Q: 3 clusters Score -1.082568e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -10825710.000000 Penalty: 3678.529297
	Iteration 17Q: 3 clusters Score -1.082571e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -10825680.000000 Penalty: 3678.529297
	Iteration 18Q: 3 clusters Score -1.082568e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -10825678.000000 Penalty: 3678.529297
	Iteration 19Q: 3 clusters Score -1.082568e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -10825661.000000 Penalty: 3678.529297
	Iteration 20F: 3 clusters Score -1.082566e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -10825656.000000 Penalty: 3678.529297
	Iteration 21Q: 3 clusters Score -1.082566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -10825657.000000 Penalty: 3678.529297
	Iteration 22Q: 3 clusters Score -1.082566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -10825658.000000 Penalty: 3678.529297
	Iteration 23Q: 3 clusters Score -1.082566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -10825646.000000 Penalty: 3678.529297
	Iteration 24Q: 3 clusters Score -1.082565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -10825642.000000 Penalty: 3678.529297
	Iteration 25Q: 3 clusters Score -1.082564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -10825654.000000 Penalty: 3678.529297
	Iteration 26Q: 3 clusters Score -1.082565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -10825664.000000 Penalty: 3678.529297
	Iteration 27Q: 3 clusters Score -1.082566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -10825658.000000 Penalty: 3678.529297
	Iteration 28Q: 3 clusters Score -1.082566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -10825653.000000 Penalty: 3678.529297
	Iteration 29Q: 3 clusters Score -1.082565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -10825642.000000 Penalty: 3678.529297
	Iteration 30Q: 3 clusters Score -1.082564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -10825648.000000 Penalty: 3678.529297
	Iteration 31Q: 3 clusters Score -1.082565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -10825651.000000 Penalty: 3678.529297
	Iteration 32Q: 3 clusters Score -1.082565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -10825658.000000 Penalty: 3678.529297
	Iteration 33Q: 3 clusters Score -1.082566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -10825646.000000 Penalty: 3678.529297
	Iteration 34Q: 3 clusters Score -1.082565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -10825661.000000 Penalty: 3678.529297
	Iteration 35Q: 3 clusters Score -1.082566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -10825660.000000 Penalty: 3678.529297
	Iteration 36Q: 3 clusters Score -1.082566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -10825661.000000 Penalty: 3678.529297
	Iteration 37Q: 3 clusters Score -1.082566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -10825664.000000 Penalty: 3678.529297
	Iteration 38Q: 3 clusters Score -1.082566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -10825656.000000 Penalty: 3678.529297
	Iteration 39Q: 3 clusters Score -1.082566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -10825657.000000 Penalty: 3678.529297
	Iteration 40F: 3 clusters Score -1.082566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -10825650.000000 Penalty: 3678.529297
	Iteration 41Q: 3 clusters Score -1.082565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -10825652.000000 Penalty: 3678.529297
	Iteration 42Q: 3 clusters Score -1.082565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -10825654.000000 Penalty: 3678.529297
	Iteration 43Q: 3 clusters Score -1.082565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -10825654.000000 Penalty: 3678.529297
	Iteration 44F: 3 clusters Score -1.082565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12300 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 25455 members 
Mstep: Class 6 contains 19421 members 
Mstep: Class 7 contains 9277 members 
Mstep: Class 8 contains 53726 members 
Mstep: Class 9 contains 28845 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115231 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 64891 members 
Mstep: Class 17 contains 16530 members 
Mstep: Class 18 contains 16849 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 2728 members 
Mstep: Class 22 contains 17444 members 
Mstep: Class 24 contains 7541 members 
Entering Unmasked Estep 
Score: -53934192.000000 Penalty: 48384.214844
Splitting cluster 16 changes total score from -53926272.000000 to -53934192.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (16530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Entering Unmasked Estep 
Score: -2185032.750000 Penalty: 1578.351562
	Iteration 0F: 2 clusters Score -2185033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2173697.000000 Penalty: 3156.703125
	Iteration 0F: 3 clusters Score -2173697 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2177582.500000 Penalty: 3156.703125
	Iteration 1F: 3 clusters Score -2177582 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2177843.750000 Penalty: 3156.703125
	Iteration 2Q: 3 clusters Score -2177844 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2178053.000000 Penalty: 3156.703125
	Iteration 3Q: 3 clusters Score -2178053 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2178256.250000 Penalty: 3156.703125
	Iteration 4Q: 3 clusters Score -2178256 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2178421.250000 Penalty: 3156.703125
	Iteration 5Q: 3 clusters Score -2178421 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2178572.000000 Penalty: 3156.703125
	Iteration 6Q: 3 clusters Score -2178572 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2178699.250000 Penalty: 3156.703125
	Iteration 7Q: 3 clusters Score -2178699 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2178841.750000 Penalty: 3156.703125
	Iteration 8Q: 3 clusters Score -2178842 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2178973.750000 Penalty: 3156.703125
	Iteration 9Q: 3 clusters Score -2178974 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2179111.500000 Penalty: 3156.703125
	Iteration 10Q: 3 clusters Score -2179112 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2179281.500000 Penalty: 3156.703125
	Iteration 11Q: 3 clusters Score -2179282 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2179426.000000 Penalty: 3156.703125
	Iteration 12Q: 3 clusters Score -2179426 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2179577.750000 Penalty: 3156.703125
	Iteration 13Q: 3 clusters Score -2179578 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2179735.000000 Penalty: 3156.703125
	Iteration 14Q: 3 clusters Score -2179735 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2179929.750000 Penalty: 3156.703125
	Iteration 15Q: 3 clusters Score -2179930 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2180161.000000 Penalty: 3156.703125
	Iteration 16Q: 3 clusters Score -2180161 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2180460.250000 Penalty: 3156.703125
	Iteration 17Q: 3 clusters Score -2180460 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2180805.000000 Penalty: 3156.703125
	Iteration 18Q: 3 clusters Score -2180805 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2181185.250000 Penalty: 3156.703125
	Iteration 19Q: 3 clusters Score -2181185 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2181589.500000 Penalty: 3156.703125
	Iteration 20F: 3 clusters Score -2181590 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2181965.500000 Penalty: 3156.703125
	Iteration 21Q: 3 clusters Score -2181966 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2182336.250000 Penalty: 3156.703125
	Iteration 22Q: 3 clusters Score -2182336 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2182679.500000 Penalty: 3156.703125
	Iteration 23Q: 3 clusters Score -2182680 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2182930.500000 Penalty: 3156.703125
	Iteration 24Q: 3 clusters Score -2182930 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2183082.500000 Penalty: 3156.703125
	Iteration 25Q: 3 clusters Score -2183082 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2183215.500000 Penalty: 3156.703125
	Iteration 26Q: 3 clusters Score -2183216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2183331.500000 Penalty: 3156.703125
	Iteration 27Q: 3 clusters Score -2183332 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2183424.500000 Penalty: 3156.703125
	Iteration 28Q: 3 clusters Score -2183424 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2183479.750000 Penalty: 3156.703125
	Iteration 29Q: 3 clusters Score -2183480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2183530.250000 Penalty: 3156.703125
	Iteration 30Q: 3 clusters Score -2183530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2183574.750000 Penalty: 3156.703125
	Iteration 31Q: 3 clusters Score -2183575 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2183617.000000 Penalty: 3156.703125
	Iteration 32Q: 3 clusters Score -2183617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2183642.000000 Penalty: 3156.703125
	Iteration 33Q: 3 clusters Score -2183642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2183661.000000 Penalty: 3156.703125
	Iteration 34Q: 3 clusters Score -2183661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2183674.000000 Penalty: 3156.703125
	Iteration 35Q: 3 clusters Score -2183674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2183685.250000 Penalty: 3156.703125
	Iteration 36Q: 3 clusters Score -2183685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2183695.500000 Penalty: 3156.703125
	Iteration 37Q: 3 clusters Score -2183696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2183700.750000 Penalty: 3156.703125
	Iteration 38Q: 3 clusters Score -2183701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2183704.500000 Penalty: 3156.703125
	Iteration 39Q: 3 clusters Score -2183704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2183708.750000 Penalty: 3156.703125
	Iteration 40F: 3 clusters Score -2183709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2183709.000000 Penalty: 3156.703125
	Iteration 41Q: 3 clusters Score -2183709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2183711.000000 Penalty: 3156.703125
	Iteration 42Q: 3 clusters Score -2183711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2183711.500000 Penalty: 3156.703125
	Iteration 43Q: 3 clusters Score -2183712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2183712.250000 Penalty: 3156.703125
	Iteration 44Q: 3 clusters Score -2183712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2183713.250000 Penalty: 3156.703125
	Iteration 45Q: 3 clusters Score -2183713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2183714.500000 Penalty: 3156.703125
	Iteration 46Q: 3 clusters Score -2183714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2183714.500000 Penalty: 3156.703125
	Iteration 47F: 3 clusters Score -2183714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Entering Unmasked Estep 
Score: -2227034.000000 Penalty: 1581.457520
	Iteration 0F: 2 clusters Score -2227034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2215477.750000 Penalty: 3162.915039
	Iteration 0F: 3 clusters Score -2215478 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2219674.250000 Penalty: 3162.915039
	Iteration 1F: 3 clusters Score -2219674 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2220257.500000 Penalty: 3162.915039
	Iteration 2F: 3 clusters Score -2220258 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2220903.250000 Penalty: 3162.915039
	Iteration 3F: 3 clusters Score -2220903 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2221646.500000 Penalty: 3162.915039
	Iteration 4F: 3 clusters Score -2221646 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2222662.250000 Penalty: 3162.915039
	Iteration 5F: 3 clusters Score -2222662 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2223882.500000 Penalty: 3162.915039
	Iteration 6F: 3 clusters Score -2223882 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2225147.000000 Penalty: 3162.915039
	Iteration 7F: 3 clusters Score -2225147 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2226156.500000 Penalty: 3162.915039
	Iteration 8F: 3 clusters Score -2226156 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2226801.250000 Penalty: 3162.915039
	Iteration 9Q: 3 clusters Score -2226801 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2226968.000000 Penalty: 3162.915039
	Iteration 10Q: 3 clusters Score -2226968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2227010.750000 Penalty: 3162.915039
	Iteration 11Q: 3 clusters Score -2227011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2227039.250000 Penalty: 3162.915039
	Iteration 12Q: 3 clusters Score -2227039 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2227049.750000 Penalty: 3162.915039
	Iteration 13Q: 3 clusters Score -2227050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2227058.500000 Penalty: 3162.915039
	Iteration 14Q: 3 clusters Score -2227058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2227061.750000 Penalty: 3162.915039
	Iteration 15Q: 3 clusters Score -2227062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2227071.000000 Penalty: 3162.915039
	Iteration 16Q: 3 clusters Score -2227071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2227075.750000 Penalty: 3162.915039
	Iteration 17Q: 3 clusters Score -2227076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2227074.000000 Penalty: 3162.915039
	Iteration 18Q: 3 clusters Score -2227074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2227072.750000 Penalty: 3162.915039
	Iteration 19Q: 3 clusters Score -2227073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2227073.000000 Penalty: 3162.915039
	Iteration 20F: 3 clusters Score -2227073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2227073.000000 Penalty: 3162.915039
	Iteration 21Q: 3 clusters Score -2227073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2227075.250000 Penalty: 3162.915039
	Iteration 22Q: 3 clusters Score -2227075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2227078.000000 Penalty: 3162.915039
	Iteration 23Q: 3 clusters Score -2227078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2227079.750000 Penalty: 3162.915039
	Iteration 24Q: 3 clusters Score -2227080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2227082.750000 Penalty: 3162.915039
	Iteration 25Q: 3 clusters Score -2227083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2227090.000000 Penalty: 3162.915039
	Iteration 26Q: 3 clusters Score -2227090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2227086.250000 Penalty: 3162.915039
	Iteration 27Q: 3 clusters Score -2227086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2227089.250000 Penalty: 3162.915039
	Iteration 28Q: 3 clusters Score -2227089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2227089.750000 Penalty: 3162.915039
	Iteration 29Q: 3 clusters Score -2227090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2227090.000000 Penalty: 3162.915039
	Iteration 30Q: 3 clusters Score -2227090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2227098.000000 Penalty: 3162.915039
	Iteration 31Q: 3 clusters Score -2227098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2227101.000000 Penalty: 3162.915039
	Iteration 32Q: 3 clusters Score -2227101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2227103.750000 Penalty: 3162.915039
	Iteration 33Q: 3 clusters Score -2227104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2227105.500000 Penalty: 3162.915039
	Iteration 34Q: 3 clusters Score -2227106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2227103.500000 Penalty: 3162.915039
	Iteration 35Q: 3 clusters Score -2227104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2227103.500000 Penalty: 3162.915039
	Iteration 36Q: 3 clusters Score -2227104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2227103.750000 Penalty: 3162.915039
	Iteration 37Q: 3 clusters Score -2227104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2227102.500000 Penalty: 3162.915039
	Iteration 38Q: 3 clusters Score -2227102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2227103.250000 Penalty: 3162.915039
	Iteration 39Q: 3 clusters Score -2227103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2227103.750000 Penalty: 3162.915039
	Iteration 40F: 3 clusters Score -2227104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2227103.750000 Penalty: 3162.915039
	Iteration 41Q: 3 clusters Score -2227104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2227106.500000 Penalty: 3162.915039
	Iteration 42Q: 3 clusters Score -2227106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2227110.250000 Penalty: 3162.915039
	Iteration 43Q: 3 clusters Score -2227110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2227111.500000 Penalty: 3162.915039
	Iteration 44Q: 3 clusters Score -2227112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2227109.500000 Penalty: 3162.915039
	Iteration 45Q: 3 clusters Score -2227110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2227110.000000 Penalty: 3162.915039
	Iteration 46Q: 3 clusters Score -2227110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2227112.750000 Penalty: 3162.915039
	Iteration 47Q: 3 clusters Score -2227113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2227110.500000 Penalty: 3162.915039
	Iteration 48Q: 3 clusters Score -2227110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2227112.000000 Penalty: 3162.915039
	Iteration 49Q: 3 clusters Score -2227112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2227113.500000 Penalty: 3162.915039
	Iteration 50Q: 3 clusters Score -2227114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2227114.000000 Penalty: 3162.915039
	Iteration 51Q: 3 clusters Score -2227114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2227114.250000 Penalty: 3162.915039
	Iteration 52Q: 3 clusters Score -2227114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2227117.250000 Penalty: 3162.915039
	Iteration 53Q: 3 clusters Score -2227117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2227118.250000 Penalty: 3162.915039
	Iteration 54Q: 3 clusters Score -2227118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2227113.500000 Penalty: 3162.915039
	Iteration 55Q: 3 clusters Score -2227114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2227115.000000 Penalty: 3162.915039
	Iteration 56Q: 3 clusters Score -2227115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2227115.000000 Penalty: 3162.915039
	Iteration 57F: 3 clusters Score -2227115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12300 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 25455 members 
Mstep: Class 6 contains 19421 members 
Mstep: Class 7 contains 9277 members 
Mstep: Class 8 contains 53726 members 
Mstep: Class 9 contains 28845 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115231 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 64891 members 
Mstep: Class 17 contains 16530 members 
Mstep: Class 18 contains 14494 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 2728 members 
Mstep: Class 22 contains 17444 members 
Mstep: Class 23 contains 2355 members 
Mstep: Class 24 contains 7541 members 
Entering Unmasked Estep 
Score: -53933744.000000 Penalty: 50487.875000
Splitting cluster 18 changes total score from -53926272.000000 to -53933744.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (11737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Entering Unmasked Estep 
Score: -1550124.375000 Penalty: 1522.706543
	Iteration 0F: 2 clusters Score -1550124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1541861.125000 Penalty: 3045.413086
	Iteration 0F: 3 clusters Score -1541861 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1544725.500000 Penalty: 3045.413086
	Iteration 1F: 3 clusters Score -1544726 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1545018.000000 Penalty: 3045.413086
	Iteration 2F: 3 clusters Score -1545018 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1545243.375000 Penalty: 3045.413086
	Iteration 3F: 3 clusters Score -1545243 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1545423.875000 Penalty: 3045.413086
	Iteration 4Q: 3 clusters Score -1545424 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1545603.125000 Penalty: 3045.413086
	Iteration 5Q: 3 clusters Score -1545603 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1545806.625000 Penalty: 3045.413086
	Iteration 6Q: 3 clusters Score -1545807 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1545996.625000 Penalty: 3045.413086
	Iteration 7Q: 3 clusters Score -1545997 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1546200.625000 Penalty: 3045.413086
	Iteration 8Q: 3 clusters Score -1546201 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1546431.500000 Penalty: 3045.413086
	Iteration 9Q: 3 clusters Score -1546432 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1546690.250000 Penalty: 3045.413086
	Iteration 10Q: 3 clusters Score -1546690 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1546961.250000 Penalty: 3045.413086
	Iteration 11Q: 3 clusters Score -1546961 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1547218.625000 Penalty: 3045.413086
	Iteration 12Q: 3 clusters Score -1547219 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1547501.875000 Penalty: 3045.413086
	Iteration 13Q: 3 clusters Score -1547502 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1547780.875000 Penalty: 3045.413086
	Iteration 14Q: 3 clusters Score -1547781 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1548014.875000 Penalty: 3045.413086
	Iteration 15Q: 3 clusters Score -1548015 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1548206.000000 Penalty: 3045.413086
	Iteration 16Q: 3 clusters Score -1548206 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1548364.000000 Penalty: 3045.413086
	Iteration 17Q: 3 clusters Score -1548364 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1548471.375000 Penalty: 3045.413086
	Iteration 18Q: 3 clusters Score -1548471 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1548553.125000 Penalty: 3045.413086
	Iteration 19Q: 3 clusters Score -1548553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1548615.375000 Penalty: 3045.413086
	Iteration 20F: 3 clusters Score -1548615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1548663.250000 Penalty: 3045.413086
	Iteration 21Q: 3 clusters Score -1548663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1548696.625000 Penalty: 3045.413086
	Iteration 22Q: 3 clusters Score -1548697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1548724.000000 Penalty: 3045.413086
	Iteration 23Q: 3 clusters Score -1548724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1548752.500000 Penalty: 3045.413086
	Iteration 24Q: 3 clusters Score -1548752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1548774.750000 Penalty: 3045.413086
	Iteration 25Q: 3 clusters Score -1548775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1548786.375000 Penalty: 3045.413086
	Iteration 26Q: 3 clusters Score -1548786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1548798.500000 Penalty: 3045.413086
	Iteration 27Q: 3 clusters Score -1548798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1548804.250000 Penalty: 3045.413086
	Iteration 28Q: 3 clusters Score -1548804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1548814.000000 Penalty: 3045.413086
	Iteration 29Q: 3 clusters Score -1548814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1548815.125000 Penalty: 3045.413086
	Iteration 30Q: 3 clusters Score -1548815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1548819.875000 Penalty: 3045.413086
	Iteration 31Q: 3 clusters Score -1548820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1548820.750000 Penalty: 3045.413086
	Iteration 32Q: 3 clusters Score -1548821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1548820.750000 Penalty: 3045.413086
	Iteration 33F: 3 clusters Score -1548821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -251781.281250 Penalty: 1237.566040
	Iteration 0F: 2 clusters Score -251781.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -249681.250000 Penalty: 2475.132080
	Iteration 0F: 3 clusters Score -249681.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -250130.062500 Penalty: 2475.132080
	Iteration 1F: 3 clusters Score -250130.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -250225.625000 Penalty: 2475.132080
	Iteration 2F: 3 clusters Score -250225.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -250286.718750 Penalty: 2475.132080
	Iteration 3Q: 3 clusters Score -250286.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -250323.328125 Penalty: 2475.132080
	Iteration 4Q: 3 clusters Score -250323.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -250340.343750 Penalty: 2475.132080
	Iteration 5Q: 3 clusters Score -250340.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -250358.312500 Penalty: 2475.132080
	Iteration 6Q: 3 clusters Score -250358.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -250379.015625 Penalty: 2475.132080
	Iteration 7Q: 3 clusters Score -250379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -250390.656250 Penalty: 2475.132080
	Iteration 8Q: 3 clusters Score -250390.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -250397.000000 Penalty: 2475.132080
	Iteration 9Q: 3 clusters Score -250397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -250403.781250 Penalty: 2475.132080
	Iteration 10Q: 3 clusters Score -250403.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -250407.921875 Penalty: 2475.132080
	Iteration 11Q: 3 clusters Score -250407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -250411.000000 Penalty: 2475.132080
	Iteration 12Q: 3 clusters Score -250411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -250417.515625 Penalty: 2475.132080
	Iteration 13Q: 3 clusters Score -250417.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -250420.531250 Penalty: 2475.132080
	Iteration 14Q: 3 clusters Score -250420.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250423.406250 Penalty: 2475.132080
	Iteration 15Q: 3 clusters Score -250423.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -250426.390625 Penalty: 2475.132080
	Iteration 16Q: 3 clusters Score -250426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -250427.812500 Penalty: 2475.132080
	Iteration 17Q: 3 clusters Score -250427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -250428.796875 Penalty: 2475.132080
	Iteration 18Q: 3 clusters Score -250428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -250430.843750 Penalty: 2475.132080
	Iteration 19Q: 3 clusters Score -250430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -250433.437500 Penalty: 2475.132080
	Iteration 20F: 3 clusters Score -250433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -250435.265625 Penalty: 2475.132080
	Iteration 21Q: 3 clusters Score -250435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250436.390625 Penalty: 2475.132080
	Iteration 22Q: 3 clusters Score -250436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250436.390625 Penalty: 2475.132080
	Iteration 23F: 3 clusters Score -250436.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -337711.625000 Penalty: 1285.590210
	Iteration 0F: 2 clusters Score -337711.6 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 1384 members 
Entering Unmasked Estep 
Score: -335181.625000 Penalty: 2571.180420
	Iteration 0F: 3 clusters Score -335181.6 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -335742.625000 Penalty: 2571.180420
	Iteration 1F: 3 clusters Score -335742.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -335852.687500 Penalty: 2571.180420
	Iteration 2F: 3 clusters Score -335852.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -335917.312500 Penalty: 2571.180420
	Iteration 3Q: 3 clusters Score -335917.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -335971.625000 Penalty: 2571.180420
	Iteration 4Q: 3 clusters Score -335971.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -336021.312500 Penalty: 2571.180420
	Iteration 5Q: 3 clusters Score -336021.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -336054.625000 Penalty: 2571.180420
	Iteration 6Q: 3 clusters Score -336054.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -336075.031250 Penalty: 2571.180420
	Iteration 7Q: 3 clusters Score -336075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -336089.343750 Penalty: 2571.180420
	Iteration 8Q: 3 clusters Score -336089.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -336100.812500 Penalty: 2571.180420
	Iteration 9Q: 3 clusters Score -336100.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -336111.875000 Penalty: 2571.180420
	Iteration 10Q: 3 clusters Score -336111.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -336119.625000 Penalty: 2571.180420
	Iteration 11Q: 3 clusters Score -336119.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -336126.218750 Penalty: 2571.180420
	Iteration 12Q: 3 clusters Score -336126.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -336132.031250 Penalty: 2571.180420
	Iteration 13Q: 3 clusters Score -336132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -336138.968750 Penalty: 2571.180420
	Iteration 14Q: 3 clusters Score -336139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -336146.437500 Penalty: 2571.180420
	Iteration 15Q: 3 clusters Score -336146.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -336151.187500 Penalty: 2571.180420
	Iteration 16Q: 3 clusters Score -336151.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -336157.531250 Penalty: 2571.180420
	Iteration 17Q: 3 clusters Score -336157.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -336163.437500 Penalty: 2571.180420
	Iteration 18Q: 3 clusters Score -336163.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -336170.593750 Penalty: 2571.180420
	Iteration 19Q: 3 clusters Score -336170.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -336177.718750 Penalty: 2571.180420
	Iteration 20F: 3 clusters Score -336177.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -336185.343750 Penalty: 2571.180420
	Iteration 21Q: 3 clusters Score -336185.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -336197.843750 Penalty: 2571.180420
	Iteration 22Q: 3 clusters Score -336197.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -336208.468750 Penalty: 2571.180420
	Iteration 23Q: 3 clusters Score -336208.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -336219.906250 Penalty: 2571.180420
	Iteration 24Q: 3 clusters Score -336219.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -336228.500000 Penalty: 2571.180420
	Iteration 25Q: 3 clusters Score -336228.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -336234.625000 Penalty: 2571.180420
	Iteration 26Q: 3 clusters Score -336234.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -336243.875000 Penalty: 2571.180420
	Iteration 27Q: 3 clusters Score -336243.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -336251.343750 Penalty: 2571.180420
	Iteration 28Q: 3 clusters Score -336251.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -336260.562500 Penalty: 2571.180420
	Iteration 29Q: 3 clusters Score -336260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -336266.718750 Penalty: 2571.180420
	Iteration 30Q: 3 clusters Score -336266.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -336275.718750 Penalty: 2571.180420
	Iteration 31Q: 3 clusters Score -336275.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -336283.593750 Penalty: 2571.180420
	Iteration 32Q: 3 clusters Score -336283.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -336288.156250 Penalty: 2571.180420
	Iteration 33Q: 3 clusters Score -336288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -336292.562500 Penalty: 2571.180420
	Iteration 34Q: 3 clusters Score -336292.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -336296.406250 Penalty: 2571.180420
	Iteration 35Q: 3 clusters Score -336296.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -336297.750000 Penalty: 2571.180420
	Iteration 36Q: 3 clusters Score -336297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -336299.375000 Penalty: 2571.180420
	Iteration 37Q: 3 clusters Score -336299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -336301.031250 Penalty: 2571.180420
	Iteration 38Q: 3 clusters Score -336301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -336302.468750 Penalty: 2571.180420
	Iteration 39Q: 3 clusters Score -336302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -336304.562500 Penalty: 2571.180420
	Iteration 40F: 3 clusters Score -336304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -336306.468750 Penalty: 2571.180420
	Iteration 41Q: 3 clusters Score -336306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -336308.125000 Penalty: 2571.180420
	Iteration 42Q: 3 clusters Score -336308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -336309.312500 Penalty: 2571.180420
	Iteration 43Q: 3 clusters Score -336309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -336312.062500 Penalty: 2571.180420
	Iteration 44Q: 3 clusters Score -336312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -336313.562500 Penalty: 2571.180420
	Iteration 45Q: 3 clusters Score -336313.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -336317.437500 Penalty: 2571.180420
	Iteration 46Q: 3 clusters Score -336317.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -336322.000000 Penalty: 2571.180420
	Iteration 47Q: 3 clusters Score -336322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -336327.750000 Penalty: 2571.180420
	Iteration 48Q: 3 clusters Score -336327.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -336333.468750 Penalty: 2571.180420
	Iteration 49Q: 3 clusters Score -336333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -336336.093750 Penalty: 2571.180420
	Iteration 50Q: 3 clusters Score -336336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -336340.468750 Penalty: 2571.180420
	Iteration 51Q: 3 clusters Score -336340.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -336344.593750 Penalty: 2571.180420
	Iteration 52Q: 3 clusters Score -336344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -336347.375000 Penalty: 2571.180420
	Iteration 53Q: 3 clusters Score -336347.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -336352.781250 Penalty: 2571.180420
	Iteration 54Q: 3 clusters Score -336352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -336357.000000 Penalty: 2571.180420
	Iteration 55Q: 3 clusters Score -336357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -336360.312500 Penalty: 2571.180420
	Iteration 56Q: 3 clusters Score -336360.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -336363.750000 Penalty: 2571.180420
	Iteration 57Q: 3 clusters Score -336363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -336367.125000 Penalty: 2571.180420
	Iteration 58Q: 3 clusters Score -336367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -336372.187500 Penalty: 2571.180420
	Iteration 59Q: 3 clusters Score -336372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -336375.062500 Penalty: 2571.180420
	Iteration 60F: 3 clusters Score -336375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -336377.062500 Penalty: 2571.180420
	Iteration 61Q: 3 clusters Score -336377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -336378.937500 Penalty: 2571.180420
	Iteration 62Q: 3 clusters Score -336378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -336380.031250 Penalty: 2571.180420
	Iteration 63Q: 3 clusters Score -336380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -336381.750000 Penalty: 2571.180420
	Iteration 64Q: 3 clusters Score -336381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -336382.843750 Penalty: 2571.180420
	Iteration 65Q: 3 clusters Score -336382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -336384.843750 Penalty: 2571.180420
	Iteration 66Q: 3 clusters Score -336384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -336385.968750 Penalty: 2571.180420
	Iteration 67Q: 3 clusters Score -336386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -336386.281250 Penalty: 2571.180420
	Iteration 68Q: 3 clusters Score -336386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -336386.468750 Penalty: 2571.180420
	Iteration 69Q: 3 clusters Score -336386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -336386.593750 Penalty: 2571.180420
	Iteration 70Q: 3 clusters Score -336386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -336386.593750 Penalty: 2571.180420
	Iteration 71F: 3 clusters Score -336386.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Entering Unmasked Estep 
Score: -954528.750000 Penalty: 1450.817871
	Iteration 0F: 2 clusters Score -954528.8 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 3823 members 
Entering Unmasked Estep 
Score: -948929.062500 Penalty: 2901.635742
	Iteration 0F: 3 clusters Score -948929.1 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -950518.187500 Penalty: 2901.635742
	Iteration 1F: 3 clusters Score -950518.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -950704.125000 Penalty: 2901.635742
	Iteration 2F: 3 clusters Score -950704.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -950865.625000 Penalty: 2901.635742
	Iteration 3Q: 3 clusters Score -950865.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -951006.687500 Penalty: 2901.635742
	Iteration 4Q: 3 clusters Score -951006.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -951124.062500 Penalty: 2901.635742
	Iteration 5Q: 3 clusters Score -951124.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -951248.625000 Penalty: 2901.635742
	Iteration 6Q: 3 clusters Score -951248.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -951383.562500 Penalty: 2901.635742
	Iteration 7Q: 3 clusters Score -951383.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -951525.500000 Penalty: 2901.635742
	Iteration 8Q: 3 clusters Score -951525.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -951658.562500 Penalty: 2901.635742
	Iteration 9Q: 3 clusters Score -951658.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -951786.750000 Penalty: 2901.635742
	Iteration 10Q: 3 clusters Score -951786.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -951928.937500 Penalty: 2901.635742
	Iteration 11Q: 3 clusters Score -951928.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -952095.187500 Penalty: 2901.635742
	Iteration 12Q: 3 clusters Score -952095.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -952280.437500 Penalty: 2901.635742
	Iteration 13Q: 3 clusters Score -952280.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -952427.437500 Penalty: 2901.635742
	Iteration 14Q: 3 clusters Score -952427.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -952544.000000 Penalty: 2901.635742
	Iteration 15Q: 3 clusters Score -952544 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -952642.125000 Penalty: 2901.635742
	Iteration 16Q: 3 clusters Score -952642.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -952746.625000 Penalty: 2901.635742
	Iteration 17Q: 3 clusters Score -952746.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -952810.625000 Penalty: 2901.635742
	Iteration 18Q: 3 clusters Score -952810.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -952855.562500 Penalty: 2901.635742
	Iteration 19Q: 3 clusters Score -952855.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -952896.750000 Penalty: 2901.635742
	Iteration 20F: 3 clusters Score -952896.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -952933.937500 Penalty: 2901.635742
	Iteration 21Q: 3 clusters Score -952933.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -952956.812500 Penalty: 2901.635742
	Iteration 22Q: 3 clusters Score -952956.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -952979.625000 Penalty: 2901.635742
	Iteration 23Q: 3 clusters Score -952979.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -952998.625000 Penalty: 2901.635742
	Iteration 24Q: 3 clusters Score -952998.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -953018.312500 Penalty: 2901.635742
	Iteration 25Q: 3 clusters Score -953018.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -953034.312500 Penalty: 2901.635742
	Iteration 26Q: 3 clusters Score -953034.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -953052.687500 Penalty: 2901.635742
	Iteration 27Q: 3 clusters Score -953052.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -953073.687500 Penalty: 2901.635742
	Iteration 28Q: 3 clusters Score -953073.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -953088.062500 Penalty: 2901.635742
	Iteration 29Q: 3 clusters Score -953088.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -953110.625000 Penalty: 2901.635742
	Iteration 30Q: 3 clusters Score -953110.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -953132.312500 Penalty: 2901.635742
	Iteration 31Q: 3 clusters Score -953132.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -953158.187500 Penalty: 2901.635742
	Iteration 32Q: 3 clusters Score -953158.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -953186.000000 Penalty: 2901.635742
	Iteration 33Q: 3 clusters Score -953186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -953206.187500 Penalty: 2901.635742
	Iteration 34Q: 3 clusters Score -953206.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -953224.562500 Penalty: 2901.635742
	Iteration 35Q: 3 clusters Score -953224.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -953241.062500 Penalty: 2901.635742
	Iteration 36Q: 3 clusters Score -953241.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -953260.750000 Penalty: 2901.635742
	Iteration 37Q: 3 clusters Score -953260.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -953275.312500 Penalty: 2901.635742
	Iteration 38Q: 3 clusters Score -953275.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -953292.375000 Penalty: 2901.635742
	Iteration 39Q: 3 clusters Score -953292.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -953303.750000 Penalty: 2901.635742
	Iteration 40F: 3 clusters Score -953303.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -953317.625000 Penalty: 2901.635742
	Iteration 41Q: 3 clusters Score -953317.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -953327.187500 Penalty: 2901.635742
	Iteration 42Q: 3 clusters Score -953327.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -953340.687500 Penalty: 2901.635742
	Iteration 43Q: 3 clusters Score -953340.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -953355.312500 Penalty: 2901.635742
	Iteration 44Q: 3 clusters Score -953355.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -953367.437500 Penalty: 2901.635742
	Iteration 45Q: 3 clusters Score -953367.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -953376.812500 Penalty: 2901.635742
	Iteration 46Q: 3 clusters Score -953376.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -953383.000000 Penalty: 2901.635742
	Iteration 47Q: 3 clusters Score -953383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -953386.500000 Penalty: 2901.635742
	Iteration 48Q: 3 clusters Score -953386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -953390.125000 Penalty: 2901.635742
	Iteration 49Q: 3 clusters Score -953390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -953391.562500 Penalty: 2901.635742
	Iteration 50Q: 3 clusters Score -953391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -953394.187500 Penalty: 2901.635742
	Iteration 51Q: 3 clusters Score -953394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -953397.000000 Penalty: 2901.635742
	Iteration 52Q: 3 clusters Score -953397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -953396.750000 Penalty: 2901.635742
	Iteration 53Q: 3 clusters Score -953396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -953398.437500 Penalty: 2901.635742
	Iteration 54Q: 3 clusters Score -953398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -953398.875000 Penalty: 2901.635742
	Iteration 55Q: 3 clusters Score -953398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -953400.437500 Penalty: 2901.635742
	Iteration 56Q: 3 clusters Score -953400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -953401.062500 Penalty: 2901.635742
	Iteration 57Q: 3 clusters Score -953401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -953401.062500 Penalty: 2901.635742
	Iteration 58F: 3 clusters Score -953401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12300 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 25455 members 
Mstep: Class 6 contains 19421 members 
Mstep: Class 7 contains 9277 members 
Mstep: Class 8 contains 53726 members 
Mstep: Class 9 contains 28845 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115231 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 64891 members 
Mstep: Class 17 contains 16530 members 
Mstep: Class 18 contains 14494 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 2728 members 
Mstep: Class 24 contains 7541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936196.000000 Penalty: 50487.875000
Iteration 79Q: 25 clusters Score -5.39362e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12338 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 25358 members 
Mstep: Class 6 contains 19750 members 
Mstep: Class 7 contains 9095 members 
Mstep: Class 8 contains 53955 members 
Mstep: Class 9 contains 28951 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 7224 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115194 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 64430 members 
Mstep: Class 17 contains 16824 members 
Mstep: Class 18 contains 14617 members 
Mstep: Class 19 contains 11981 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 2728 members 
Mstep: Class 22 contains 16898 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 7539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938068.000000 Penalty: 50487.875000
Iteration 80F: 25 clusters Score -5.393807e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12323 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 5 contains 25251 members 
Mstep: Class 6 contains 19992 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 8 contains 54049 members 
Mstep: Class 9 contains 28973 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 7308 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115233 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 63860 members 
Mstep: Class 17 contains 17027 members 
Mstep: Class 18 contains 14683 members 
Mstep: Class 19 contains 12161 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 2720 members 
Mstep: Class 22 contains 16851 members 
Mstep: Class 23 contains 2354 members 
Mstep: Class 24 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938968.000000 Penalty: 50487.875000
Iteration 81Q: 25 clusters Score -5.393897e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12284 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 25126 members 
Mstep: Class 6 contains 20168 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54144 members 
Mstep: Class 9 contains 29016 members 
Mstep: Class 10 contains 2149 members 
Mstep: Class 11 contains 7363 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115289 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 63398 members 
Mstep: Class 17 contains 17205 members 
Mstep: Class 18 contains 14755 members 
Mstep: Class 19 contains 12292 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 2708 members 
Mstep: Class 22 contains 16807 members 
Mstep: Class 23 contains 2358 members 
Mstep: Class 24 contains 7528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939276.000000 Penalty: 50487.875000
Iteration 82Q: 25 clusters Score -5.393928e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12252 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 25000 members 
Mstep: Class 6 contains 20321 members 
Mstep: Class 7 contains 9022 members 
Mstep: Class 8 contains 54254 members 
Mstep: Class 9 contains 29050 members 
Mstep: Class 10 contains 2082 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115338 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 63033 members 
Mstep: Class 17 contains 17304 members 
Mstep: Class 18 contains 14837 members 
Mstep: Class 19 contains 12407 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 7526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939364.000000 Penalty: 50487.875000
Iteration 83Q: 25 clusters Score -5.393936e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12246 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 24886 members 
Mstep: Class 6 contains 20421 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54346 members 
Mstep: Class 9 contains 29079 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 7437 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115401 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 62707 members 
Mstep: Class 17 contains 17377 members 
Mstep: Class 18 contains 14893 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 2692 members 
Mstep: Class 22 contains 16725 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 7514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939464.000000 Penalty: 50487.875000
Iteration 84Q: 25 clusters Score -5.393946e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12248 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 24756 members 
Mstep: Class 6 contains 20492 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 54435 members 
Mstep: Class 9 contains 29106 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115483 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 62454 members 
Mstep: Class 17 contains 17438 members 
Mstep: Class 18 contains 14942 members 
Mstep: Class 19 contains 12544 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 16703 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 7511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939452.000000 Penalty: 50487.875000
Iteration 85Q: 25 clusters Score -5.393945e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12250 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 24613 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54490 members 
Mstep: Class 9 contains 29130 members 
Mstep: Class 10 contains 1974 members 
Mstep: Class 11 contains 7466 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115571 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 62263 members 
Mstep: Class 17 contains 17484 members 
Mstep: Class 18 contains 14993 members 
Mstep: Class 19 contains 12595 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 16690 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 7518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939420.000000 Penalty: 50487.875000
Iteration 86Q: 25 clusters Score -5.393942e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12249 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 20602 members 
Mstep: Class 7 contains 9023 members 
Mstep: Class 8 contains 54536 members 
Mstep: Class 9 contains 29156 members 
Mstep: Class 10 contains 1957 members 
Mstep: Class 11 contains 7478 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115658 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 62108 members 
Mstep: Class 17 contains 17513 members 
Mstep: Class 18 contains 15045 members 
Mstep: Class 19 contains 12630 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 16670 members 
Mstep: Class 23 contains 2358 members 
Mstep: Class 24 contains 7523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939532.000000 Penalty: 50487.875000
Iteration 87Q: 25 clusters Score -5.393953e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12251 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 1747 members 
Mstep: Class 5 contains 24317 members 
Mstep: Class 6 contains 20646 members 
Mstep: Class 7 contains 9020 members 
Mstep: Class 8 contains 54571 members 
Mstep: Class 9 contains 29170 members 
Mstep: Class 10 contains 1935 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115761 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1085 members 
Mstep: Class 16 contains 62012 members 
Mstep: Class 17 contains 17533 members 
Mstep: Class 18 contains 15090 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 2680 members 
Mstep: Class 22 contains 16662 members 
Mstep: Class 23 contains 2358 members 
Mstep: Class 24 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939568.000000 Penalty: 50487.875000
Iteration 88Q: 25 clusters Score -5.393957e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12250 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 24167 members 
Mstep: Class 6 contains 20679 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 54601 members 
Mstep: Class 9 contains 29182 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 7496 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115853 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1084 members 
Mstep: Class 16 contains 61917 members 
Mstep: Class 17 contains 17549 members 
Mstep: Class 18 contains 15136 members 
Mstep: Class 19 contains 12661 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 2679 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939544.000000 Penalty: 50487.875000
Iteration 89Q: 25 clusters Score -5.393954e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12249 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 24020 members 
Mstep: Class 6 contains 20699 members 
Mstep: Class 7 contains 9011 members 
Mstep: Class 8 contains 54623 members 
Mstep: Class 9 contains 29190 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 7500 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 115955 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1080 members 
Mstep: Class 16 contains 61862 members 
Mstep: Class 17 contains 17563 members 
Mstep: Class 18 contains 15177 members 
Mstep: Class 19 contains 12670 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 2681 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939616.000000 Penalty: 50487.875000
Iteration 90Q: 25 clusters Score -5.393962e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12247 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 23908 members 
Mstep: Class 6 contains 20713 members 
Mstep: Class 7 contains 9013 members 
Mstep: Class 8 contains 54643 members 
Mstep: Class 9 contains 29196 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116029 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1079 members 
Mstep: Class 16 contains 61808 members 
Mstep: Class 17 contains 17571 members 
Mstep: Class 18 contains 15223 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 2680 members 
Mstep: Class 22 contains 16663 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939672.000000 Penalty: 50487.875000
Iteration 91Q: 25 clusters Score -5.393967e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 23795 members 
Mstep: Class 6 contains 20731 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 54659 members 
Mstep: Class 9 contains 29200 members 
Mstep: Class 10 contains 1911 members 
Mstep: Class 11 contains 7504 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116104 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1077 members 
Mstep: Class 16 contains 61765 members 
Mstep: Class 17 contains 17579 members 
Mstep: Class 18 contains 15259 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 2679 members 
Mstep: Class 22 contains 16665 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939600.000000 Penalty: 50487.875000
Iteration 92Q: 25 clusters Score -5.39396e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12246 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 23680 members 
Mstep: Class 6 contains 20746 members 
Mstep: Class 7 contains 9018 members 
Mstep: Class 8 contains 54675 members 
Mstep: Class 9 contains 29205 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 7504 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116184 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61730 members 
Mstep: Class 17 contains 17586 members 
Mstep: Class 18 contains 15300 members 
Mstep: Class 19 contains 12687 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 2677 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2359 members 
Mstep: Class 24 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939508.000000 Penalty: 50487.875000
Iteration 93Q: 25 clusters Score -5.393951e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12246 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 23560 members 
Mstep: Class 6 contains 20763 members 
Mstep: Class 7 contains 9020 members 
Mstep: Class 8 contains 54686 members 
Mstep: Class 9 contains 29212 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116257 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61701 members 
Mstep: Class 17 contains 17591 members 
Mstep: Class 18 contains 15339 members 
Mstep: Class 19 contains 12690 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 2674 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 7538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939516.000000 Penalty: 50487.875000
Iteration 94Q: 25 clusters Score -5.393952e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12244 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 23449 members 
Mstep: Class 6 contains 20770 members 
Mstep: Class 7 contains 9021 members 
Mstep: Class 8 contains 54692 members 
Mstep: Class 9 contains 29215 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 7506 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116322 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61687 members 
Mstep: Class 17 contains 17596 members 
Mstep: Class 18 contains 15382 members 
Mstep: Class 19 contains 12694 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 2672 members 
Mstep: Class 22 contains 16649 members 
Mstep: Class 23 contains 2359 members 
Mstep: Class 24 contains 7541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939524.000000 Penalty: 50487.875000
Iteration 95Q: 25 clusters Score -5.393952e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 23343 members 
Mstep: Class 6 contains 20776 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 54704 members 
Mstep: Class 9 contains 29218 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 7510 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116379 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61673 members 
Mstep: Class 17 contains 17592 members 
Mstep: Class 18 contains 15425 members 
Mstep: Class 19 contains 12696 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 2670 members 
Mstep: Class 22 contains 16645 members 
Mstep: Class 23 contains 2358 members 
Mstep: Class 24 contains 7547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939544.000000 Penalty: 50487.875000
Iteration 96Q: 25 clusters Score -5.393954e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12244 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 23233 members 
Mstep: Class 6 contains 20779 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 54709 members 
Mstep: Class 9 contains 29214 members 
Mstep: Class 10 contains 1879 members 
Mstep: Class 11 contains 7511 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116449 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61665 members 
Mstep: Class 17 contains 17595 members 
Mstep: Class 18 contains 15465 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 2670 members 
Mstep: Class 22 contains 16644 members 
Mstep: Class 23 contains 2358 members 
Mstep: Class 24 contains 7550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939524.000000 Penalty: 50487.875000
Iteration 97Q: 25 clusters Score -5.393952e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 23129 members 
Mstep: Class 6 contains 20782 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54711 members 
Mstep: Class 9 contains 29218 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 7511 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116514 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61664 members 
Mstep: Class 17 contains 17598 members 
Mstep: Class 18 contains 15503 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 2670 members 
Mstep: Class 22 contains 16641 members 
Mstep: Class 23 contains 2358 members 
Mstep: Class 24 contains 7550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939488.000000 Penalty: 50487.875000
Iteration 98Q: 25 clusters Score -5.393949e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 23021 members 
Mstep: Class 6 contains 20789 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54714 members 
Mstep: Class 9 contains 29225 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 7512 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116578 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61664 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 15543 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 16640 members 
Mstep: Class 23 contains 2356 members 
Mstep: Class 24 contains 7551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939480.000000 Penalty: 50487.875000
Iteration 99Q: 25 clusters Score -5.393948e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22918 members 
Mstep: Class 6 contains 20794 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54714 members 
Mstep: Class 9 contains 29233 members 
Mstep: Class 10 contains 1855 members 
Mstep: Class 11 contains 7513 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116639 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61659 members 
Mstep: Class 17 contains 17602 members 
Mstep: Class 18 contains 15577 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 2667 members 
Mstep: Class 22 contains 16640 members 
Mstep: Class 23 contains 2354 members 
Mstep: Class 24 contains 7558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939452.000000 Penalty: 50487.875000
Iteration 100F: 25 clusters Score -5.393945e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22819 members 
Mstep: Class 6 contains 20795 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54715 members 
Mstep: Class 9 contains 29234 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 7513 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116696 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61652 members 
Mstep: Class 17 contains 17607 members 
Mstep: Class 18 contains 15617 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16642 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 7562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939396.000000 Penalty: 50487.875000
Iteration 101Q: 25 clusters Score -5.39394e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12237 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22741 members 
Mstep: Class 6 contains 20795 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54718 members 
Mstep: Class 9 contains 29240 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 7513 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116724 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61646 members 
Mstep: Class 17 contains 17611 members 
Mstep: Class 18 contains 15657 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16645 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 7567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939368.000000 Penalty: 50487.875000
Iteration 102Q: 25 clusters Score -5.393937e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22670 members 
Mstep: Class 6 contains 20797 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54723 members 
Mstep: Class 9 contains 29242 members 
Mstep: Class 10 contains 1838 members 
Mstep: Class 11 contains 7514 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116763 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61643 members 
Mstep: Class 17 contains 17610 members 
Mstep: Class 18 contains 15696 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16646 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939404.000000 Penalty: 50487.875000
Iteration 103Q: 25 clusters Score -5.39394e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22609 members 
Mstep: Class 6 contains 20797 members 
Mstep: Class 7 contains 9023 members 
Mstep: Class 8 contains 54730 members 
Mstep: Class 9 contains 29240 members 
Mstep: Class 10 contains 1829 members 
Mstep: Class 11 contains 7515 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116789 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61644 members 
Mstep: Class 17 contains 17609 members 
Mstep: Class 18 contains 15737 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16649 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939384.000000 Penalty: 50487.875000
Iteration 104Q: 25 clusters Score -5.393938e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22542 members 
Mstep: Class 6 contains 20797 members 
Mstep: Class 7 contains 9023 members 
Mstep: Class 8 contains 54733 members 
Mstep: Class 9 contains 29240 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 7516 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116818 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61642 members 
Mstep: Class 17 contains 17606 members 
Mstep: Class 18 contains 15780 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939404.000000 Penalty: 50487.875000
Iteration 105Q: 25 clusters Score -5.39394e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22470 members 
Mstep: Class 6 contains 20797 members 
Mstep: Class 7 contains 9023 members 
Mstep: Class 8 contains 54731 members 
Mstep: Class 9 contains 29244 members 
Mstep: Class 10 contains 1818 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116852 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61640 members 
Mstep: Class 17 contains 17604 members 
Mstep: Class 18 contains 15822 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939508.000000 Penalty: 50487.875000
Iteration 106Q: 25 clusters Score -5.393951e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22412 members 
Mstep: Class 6 contains 20798 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 54731 members 
Mstep: Class 9 contains 29249 members 
Mstep: Class 10 contains 1816 members 
Mstep: Class 11 contains 7521 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116870 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61636 members 
Mstep: Class 17 contains 17602 members 
Mstep: Class 18 contains 15862 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939432.000000 Penalty: 50487.875000
Iteration 107Q: 25 clusters Score -5.393943e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12239 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22349 members 
Mstep: Class 6 contains 20800 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 54733 members 
Mstep: Class 9 contains 29252 members 
Mstep: Class 10 contains 1815 members 
Mstep: Class 11 contains 7525 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116908 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61630 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 15888 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16660 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939528.000000 Penalty: 50487.875000
Iteration 108Q: 25 clusters Score -5.393953e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22281 members 
Mstep: Class 6 contains 20803 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54737 members 
Mstep: Class 9 contains 29255 members 
Mstep: Class 10 contains 1808 members 
Mstep: Class 11 contains 7526 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116951 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61630 members 
Mstep: Class 17 contains 17603 members 
Mstep: Class 18 contains 15909 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 7563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939516.000000 Penalty: 50487.875000
Iteration 109Q: 25 clusters Score -5.393952e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12237 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22230 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54742 members 
Mstep: Class 9 contains 29261 members 
Mstep: Class 10 contains 1804 members 
Mstep: Class 11 contains 7527 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 116978 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17603 members 
Mstep: Class 18 contains 15924 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939484.000000 Penalty: 50487.875000
Iteration 110Q: 25 clusters Score -5.393948e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22182 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54747 members 
Mstep: Class 9 contains 29261 members 
Mstep: Class 10 contains 1801 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117007 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 17604 members 
Mstep: Class 18 contains 15943 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939484.000000 Penalty: 50487.875000
Iteration 111Q: 25 clusters Score -5.393948e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22129 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54751 members 
Mstep: Class 9 contains 29264 members 
Mstep: Class 10 contains 1801 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117040 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 17601 members 
Mstep: Class 18 contains 15960 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939476.000000 Penalty: 50487.875000
Iteration 112Q: 25 clusters Score -5.393948e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22084 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 54755 members 
Mstep: Class 9 contains 29266 members 
Mstep: Class 10 contains 1798 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117069 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 7567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939432.000000 Penalty: 50487.875000
Iteration 113Q: 25 clusters Score -5.393943e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12241 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 22032 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54757 members 
Mstep: Class 9 contains 29268 members 
Mstep: Class 10 contains 1796 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117107 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61614 members 
Mstep: Class 17 contains 17601 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 7567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939400.000000 Penalty: 50487.875000
Iteration 114Q: 25 clusters Score -5.39394e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21977 members 
Mstep: Class 6 contains 20812 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54761 members 
Mstep: Class 9 contains 29272 members 
Mstep: Class 10 contains 1792 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117151 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61616 members 
Mstep: Class 17 contains 17601 members 
Mstep: Class 18 contains 15987 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939372.000000 Penalty: 50487.875000
Iteration 115Q: 25 clusters Score -5.393937e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21925 members 
Mstep: Class 6 contains 20812 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 54761 members 
Mstep: Class 9 contains 29273 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117193 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61620 members 
Mstep: Class 17 contains 17601 members 
Mstep: Class 18 contains 15997 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939248.000000 Penalty: 50487.875000
Iteration 116Q: 25 clusters Score -5.393925e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21880 members 
Mstep: Class 6 contains 20812 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 54760 members 
Mstep: Class 9 contains 29277 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117227 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17601 members 
Mstep: Class 18 contains 16006 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939272.000000 Penalty: 50487.875000
Iteration 117Q: 25 clusters Score -5.393927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21837 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 54760 members 
Mstep: Class 9 contains 29279 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117261 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61624 members 
Mstep: Class 17 contains 17601 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939236.000000 Penalty: 50487.875000
Iteration 118Q: 25 clusters Score -5.393924e+07 nChanged 69
Entering ConstructFrom: 
Score: -53939236.000000 Penalty: 50487.875000
Entering ConstructFrom: 
Trying to split cluster 1 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -85316.562500 Penalty: 1073.800171
	Iteration 0F: 2 clusters Score -85316.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84037.789062 Penalty: 2147.600342
	Iteration 0F: 3 clusters Score -84037.79 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84277.796875 Penalty: 2147.600342
	Iteration 1F: 3 clusters Score -84277.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84332.734375 Penalty: 2147.600342
	Iteration 2F: 3 clusters Score -84332.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84369.148438 Penalty: 2147.600342
	Iteration 3Q: 3 clusters Score -84369.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84426.640625 Penalty: 2147.600342
	Iteration 4Q: 3 clusters Score -84426.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84515.742188 Penalty: 2147.600342
	Iteration 5Q: 3 clusters Score -84515.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84593.500000 Penalty: 2147.600342
	Iteration 6Q: 3 clusters Score -84593.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84656.554688 Penalty: 2147.600342
	Iteration 7Q: 3 clusters Score -84656.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84724.867188 Penalty: 2147.600342
	Iteration 8Q: 3 clusters Score -84724.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84831.054688 Penalty: 2147.600342
	Iteration 9Q: 3 clusters Score -84831.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84900.726562 Penalty: 2147.600342
	Iteration 10Q: 3 clusters Score -84900.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84934.718750 Penalty: 2147.600342
	Iteration 11Q: 3 clusters Score -84934.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84971.226562 Penalty: 2147.600342
	Iteration 12Q: 3 clusters Score -84971.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84994.070312 Penalty: 2147.600342
	Iteration 13Q: 3 clusters Score -84994.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84997.328125 Penalty: 2147.600342
	Iteration 14Q: 3 clusters Score -84997.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85000.265625 Penalty: 2147.600342
	Iteration 15Q: 3 clusters Score -85000.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85001.632812 Penalty: 2147.600342
	Iteration 16Q: 3 clusters Score -85001.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85002.078125 Penalty: 2147.600342
	Iteration 17F: 3 clusters Score -85002.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85009.265625 Penalty: 2147.600342
	Iteration 18Q: 3 clusters Score -85009.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85011.585938 Penalty: 2147.600342
	Iteration 19Q: 3 clusters Score -85011.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85011.585938 Penalty: 2147.600342
	Iteration 20F: 3 clusters Score -85011.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Entering Unmasked Estep 
Score: -1537998.875000 Penalty: 1529.552124
	Iteration 0F: 2 clusters Score -1537999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1529421.250000 Penalty: 3059.104248
	Iteration 0F: 3 clusters Score -1529421 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1532366.125000 Penalty: 3059.104248
	Iteration 1F: 3 clusters Score -1532366 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1532679.125000 Penalty: 3059.104248
	Iteration 2F: 3 clusters Score -1532679 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1532926.875000 Penalty: 3059.104248
	Iteration 3F: 3 clusters Score -1532927 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1533143.750000 Penalty: 3059.104248
	Iteration 4Q: 3 clusters Score -1533144 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1533361.875000 Penalty: 3059.104248
	Iteration 5Q: 3 clusters Score -1533362 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1533591.500000 Penalty: 3059.104248
	Iteration 6Q: 3 clusters Score -1533592 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1533826.375000 Penalty: 3059.104248
	Iteration 7Q: 3 clusters Score -1533826 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1534126.500000 Penalty: 3059.104248
	Iteration 8Q: 3 clusters Score -1534126 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1534451.625000 Penalty: 3059.104248
	Iteration 9Q: 3 clusters Score -1534452 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1534793.000000 Penalty: 3059.104248
	Iteration 10Q: 3 clusters Score -1534793 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1535115.750000 Penalty: 3059.104248
	Iteration 11Q: 3 clusters Score -1535116 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1535411.000000 Penalty: 3059.104248
	Iteration 12Q: 3 clusters Score -1535411 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1535638.625000 Penalty: 3059.104248
	Iteration 13Q: 3 clusters Score -1535639 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1535774.500000 Penalty: 3059.104248
	Iteration 14Q: 3 clusters Score -1535774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1535877.375000 Penalty: 3059.104248
	Iteration 15Q: 3 clusters Score -1535877 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1535966.750000 Penalty: 3059.104248
	Iteration 16Q: 3 clusters Score -1535967 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1536044.750000 Penalty: 3059.104248
	Iteration 17Q: 3 clusters Score -1536045 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1536096.750000 Penalty: 3059.104248
	Iteration 18Q: 3 clusters Score -1536097 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1536148.625000 Penalty: 3059.104248
	Iteration 19Q: 3 clusters Score -1536149 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1536210.250000 Penalty: 3059.104248
	Iteration 20F: 3 clusters Score -1536210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1536262.125000 Penalty: 3059.104248
	Iteration 21Q: 3 clusters Score -1536262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1536308.250000 Penalty: 3059.104248
	Iteration 22Q: 3 clusters Score -1536308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1536351.500000 Penalty: 3059.104248
	Iteration 23Q: 3 clusters Score -1536352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1536390.000000 Penalty: 3059.104248
	Iteration 24Q: 3 clusters Score -1536390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1536431.125000 Penalty: 3059.104248
	Iteration 25Q: 3 clusters Score -1536431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1536460.750000 Penalty: 3059.104248
	Iteration 26Q: 3 clusters Score -1536461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1536499.625000 Penalty: 3059.104248
	Iteration 27Q: 3 clusters Score -1536500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1536534.375000 Penalty: 3059.104248
	Iteration 28Q: 3 clusters Score -1536534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1536560.875000 Penalty: 3059.104248
	Iteration 29Q: 3 clusters Score -1536561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1536584.625000 Penalty: 3059.104248
	Iteration 30Q: 3 clusters Score -1536585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1536594.875000 Penalty: 3059.104248
	Iteration 31Q: 3 clusters Score -1536595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1536600.375000 Penalty: 3059.104248
	Iteration 32Q: 3 clusters Score -1536600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1536601.625000 Penalty: 3059.104248
	Iteration 33Q: 3 clusters Score -1536602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1536606.250000 Penalty: 3059.104248
	Iteration 34Q: 3 clusters Score -1536606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1536607.875000 Penalty: 3059.104248
	Iteration 35Q: 3 clusters Score -1536608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1536609.750000 Penalty: 3059.104248
	Iteration 36Q: 3 clusters Score -1536610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1536610.875000 Penalty: 3059.104248
	Iteration 37Q: 3 clusters Score -1536611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1536618.000000 Penalty: 3059.104248
	Iteration 38Q: 3 clusters Score -1536618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1536623.375000 Penalty: 3059.104248
	Iteration 39Q: 3 clusters Score -1536623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1536630.125000 Penalty: 3059.104248
	Iteration 40F: 3 clusters Score -1536630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1536633.750000 Penalty: 3059.104248
	Iteration 41Q: 3 clusters Score -1536634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1536640.625000 Penalty: 3059.104248
	Iteration 42Q: 3 clusters Score -1536641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1536644.750000 Penalty: 3059.104248
	Iteration 43Q: 3 clusters Score -1536645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1536643.500000 Penalty: 3059.104248
	Iteration 44Q: 3 clusters Score -1536644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1536643.750000 Penalty: 3059.104248
	Iteration 45Q: 3 clusters Score -1536644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1536646.625000 Penalty: 3059.104248
	Iteration 46Q: 3 clusters Score -1536647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1536647.250000 Penalty: 3059.104248
	Iteration 47Q: 3 clusters Score -1536647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1536650.125000 Penalty: 3059.104248
	Iteration 48Q: 3 clusters Score -1536650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1536650.125000 Penalty: 3059.104248
	Iteration 49F: 3 clusters Score -1536650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -135739.000000 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -135739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134231.750000 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -134231.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134589.609375 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -134589.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134757.312500 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -134757.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134873.781250 Penalty: 2277.764160
	Iteration 3F: 3 clusters Score -134873.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134933.468750 Penalty: 2277.764160
	Iteration 4Q: 3 clusters Score -134933.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134974.640625 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -134974.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135011.578125 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -135011.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135045.375000 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -135045.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135066.937500 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -135066.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135086.937500 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -135086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135100.296875 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -135100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -135110.921875 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -135110.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135133.390625 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -135133.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135159.546875 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -135159.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -135182.078125 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -135182.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135195.968750 Penalty: 2277.764160
	Iteration 15Q: 3 clusters Score -135196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135199.750000 Penalty: 2277.764160
	Iteration 16Q: 3 clusters Score -135199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135201.234375 Penalty: 2277.764160
	Iteration 17Q: 3 clusters Score -135201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135201.656250 Penalty: 2277.764160
	Iteration 18Q: 3 clusters Score -135201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135201.656250 Penalty: 2277.764160
	Iteration 19F: 3 clusters Score -135201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -208319.359375 Penalty: 1212.982910
	Iteration 0F: 2 clusters Score -208319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206515.625000 Penalty: 2425.965820
	Iteration 0F: 3 clusters Score -206515.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -207138.875000 Penalty: 2425.965820
	Iteration 1F: 3 clusters Score -207138.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -207489.828125 Penalty: 2425.965820
	Iteration 2F: 3 clusters Score -207489.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -207722.187500 Penalty: 2425.965820
	Iteration 3F: 3 clusters Score -207722.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -207893.265625 Penalty: 2425.965820
	Iteration 4F: 3 clusters Score -207893.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -207994.203125 Penalty: 2425.965820
	Iteration 5Q: 3 clusters Score -207994.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -208072.515625 Penalty: 2425.965820
	Iteration 6Q: 3 clusters Score -208072.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -208133.093750 Penalty: 2425.965820
	Iteration 7Q: 3 clusters Score -208133.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -208172.343750 Penalty: 2425.965820
	Iteration 8Q: 3 clusters Score -208172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -208187.453125 Penalty: 2425.965820
	Iteration 9Q: 3 clusters Score -208187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -208194.531250 Penalty: 2425.965820
	Iteration 10Q: 3 clusters Score -208194.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -208202.390625 Penalty: 2425.965820
	Iteration 11Q: 3 clusters Score -208202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -208211.093750 Penalty: 2425.965820
	Iteration 12Q: 3 clusters Score -208211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -208213.906250 Penalty: 2425.965820
	Iteration 13Q: 3 clusters Score -208213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -208213.906250 Penalty: 2425.965820
	Iteration 14F: 3 clusters Score -208213.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Entering Unmasked Estep 
Score: -2854223.750000 Penalty: 1623.216309
	Iteration 0F: 2 clusters Score -2854224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2839341.000000 Penalty: 3246.432617
	Iteration 0F: 3 clusters Score -2839341 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2844627.250000 Penalty: 3246.432617
	Iteration 1F: 3 clusters Score -2844627 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2844972.250000 Penalty: 3246.432617
	Iteration 2Q: 3 clusters Score -2844972 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2845459.250000 Penalty: 3246.432617
	Iteration 3Q: 3 clusters Score -2845459 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2846179.750000 Penalty: 3246.432617
	Iteration 4F: 3 clusters Score -2846180 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2847150.000000 Penalty: 3246.432617
	Iteration 5F: 3 clusters Score -2847150 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2848414.750000 Penalty: 3246.432617
	Iteration 6F: 3 clusters Score -2848415 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2849726.750000 Penalty: 3246.432617
	Iteration 7F: 3 clusters Score -2849727 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2850843.500000 Penalty: 3246.432617
	Iteration 8F: 3 clusters Score -2850844 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2851692.500000 Penalty: 3246.432617
	Iteration 9F: 3 clusters Score -2851692 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2852268.750000 Penalty: 3246.432617
	Iteration 10Q: 3 clusters Score -2852269 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2852639.250000 Penalty: 3246.432617
	Iteration 11Q: 3 clusters Score -2852639 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2852863.500000 Penalty: 3246.432617
	Iteration 12Q: 3 clusters Score -2852864 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2853010.750000 Penalty: 3246.432617
	Iteration 13Q: 3 clusters Score -2853011 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2853121.500000 Penalty: 3246.432617
	Iteration 14Q: 3 clusters Score -2853122 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2853214.750000 Penalty: 3246.432617
	Iteration 15Q: 3 clusters Score -2853215 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2853265.000000 Penalty: 3246.432617
	Iteration 16Q: 3 clusters Score -2853265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2853301.000000 Penalty: 3246.432617
	Iteration 17Q: 3 clusters Score -2853301 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2853355.000000 Penalty: 3246.432617
	Iteration 18Q: 3 clusters Score -2853355 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2853381.750000 Penalty: 3246.432617
	Iteration 19Q: 3 clusters Score -2853382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2853412.750000 Penalty: 3246.432617
	Iteration 20F: 3 clusters Score -2853413 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2853429.250000 Penalty: 3246.432617
	Iteration 21Q: 3 clusters Score -2853429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2853452.000000 Penalty: 3246.432617
	Iteration 22Q: 3 clusters Score -2853452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2853460.000000 Penalty: 3246.432617
	Iteration 23Q: 3 clusters Score -2853460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2853469.750000 Penalty: 3246.432617
	Iteration 24Q: 3 clusters Score -2853470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2853473.250000 Penalty: 3246.432617
	Iteration 25Q: 3 clusters Score -2853473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2853474.000000 Penalty: 3246.432617
	Iteration 26Q: 3 clusters Score -2853474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2853485.500000 Penalty: 3246.432617
	Iteration 27Q: 3 clusters Score -2853486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2853488.250000 Penalty: 3246.432617
	Iteration 28Q: 3 clusters Score -2853488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2853485.750000 Penalty: 3246.432617
	Iteration 29Q: 3 clusters Score -2853486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2853493.500000 Penalty: 3246.432617
	Iteration 30Q: 3 clusters Score -2853494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2853494.500000 Penalty: 3246.432617
	Iteration 31Q: 3 clusters Score -2853494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2853498.500000 Penalty: 3246.432617
	Iteration 32Q: 3 clusters Score -2853498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2853491.250000 Penalty: 3246.432617
	Iteration 33Q: 3 clusters Score -2853491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2853497.500000 Penalty: 3246.432617
	Iteration 34Q: 3 clusters Score -2853498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2853507.500000 Penalty: 3246.432617
	Iteration 35Q: 3 clusters Score -2853508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2853511.500000 Penalty: 3246.432617
	Iteration 36Q: 3 clusters Score -2853512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2853510.750000 Penalty: 3246.432617
	Iteration 37Q: 3 clusters Score -2853511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2853511.250000 Penalty: 3246.432617
	Iteration 38Q: 3 clusters Score -2853511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2853510.750000 Penalty: 3246.432617
	Iteration 39Q: 3 clusters Score -2853511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2853508.250000 Penalty: 3246.432617
	Iteration 40F: 3 clusters Score -2853508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2853513.000000 Penalty: 3246.432617
	Iteration 41Q: 3 clusters Score -2853513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2853513.500000 Penalty: 3246.432617
	Iteration 42Q: 3 clusters Score -2853514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2853515.500000 Penalty: 3246.432617
	Iteration 43Q: 3 clusters Score -2853516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2853515.500000 Penalty: 3246.432617
	Iteration 44Q: 3 clusters Score -2853516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2853513.250000 Penalty: 3246.432617
	Iteration 45Q: 3 clusters Score -2853513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2853515.750000 Penalty: 3246.432617
	Iteration 46Q: 3 clusters Score -2853516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2853517.500000 Penalty: 3246.432617
	Iteration 47Q: 3 clusters Score -2853518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2853517.500000 Penalty: 3246.432617
	Iteration 48F: 3 clusters Score -2853518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Entering Unmasked Estep 
Score: -2753153.000000 Penalty: 1615.760376
	Iteration 0F: 2 clusters Score -2753153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2739068.250000 Penalty: 3231.520752
	Iteration 0F: 3 clusters Score -2739068 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2744209.250000 Penalty: 3231.520752
	Iteration 1F: 3 clusters Score -2744209 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2744670.500000 Penalty: 3231.520752
	Iteration 2F: 3 clusters Score -2744670 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2745201.750000 Penalty: 3231.520752
	Iteration 3F: 3 clusters Score -2745202 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2745866.500000 Penalty: 3231.520752
	Iteration 4F: 3 clusters Score -2745866 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2746718.500000 Penalty: 3231.520752
	Iteration 5F: 3 clusters Score -2746718 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2747800.000000 Penalty: 3231.520752
	Iteration 6F: 3 clusters Score -2747800 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2749020.000000 Penalty: 3231.520752
	Iteration 7F: 3 clusters Score -2749020 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2750076.000000 Penalty: 3231.520752
	Iteration 8F: 3 clusters Score -2750076 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2750795.500000 Penalty: 3231.520752
	Iteration 9Q: 3 clusters Score -2750796 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2751224.500000 Penalty: 3231.520752
	Iteration 10Q: 3 clusters Score -2751224 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2751432.250000 Penalty: 3231.520752
	Iteration 11Q: 3 clusters Score -2751432 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2751557.500000 Penalty: 3231.520752
	Iteration 12Q: 3 clusters Score -2751558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2751630.500000 Penalty: 3231.520752
	Iteration 13Q: 3 clusters Score -2751630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2751682.250000 Penalty: 3231.520752
	Iteration 14Q: 3 clusters Score -2751682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2751713.500000 Penalty: 3231.520752
	Iteration 15Q: 3 clusters Score -2751714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2751739.750000 Penalty: 3231.520752
	Iteration 16Q: 3 clusters Score -2751740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2751756.000000 Penalty: 3231.520752
	Iteration 17Q: 3 clusters Score -2751756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2751765.000000 Penalty: 3231.520752
	Iteration 18Q: 3 clusters Score -2751765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2751771.250000 Penalty: 3231.520752
	Iteration 19Q: 3 clusters Score -2751771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2751777.500000 Penalty: 3231.520752
	Iteration 20F: 3 clusters Score -2751778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2751784.500000 Penalty: 3231.520752
	Iteration 21Q: 3 clusters Score -2751784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2751788.500000 Penalty: 3231.520752
	Iteration 22Q: 3 clusters Score -2751788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2751792.750000 Penalty: 3231.520752
	Iteration 23Q: 3 clusters Score -2751793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2751802.250000 Penalty: 3231.520752
	Iteration 24Q: 3 clusters Score -2751802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2751806.250000 Penalty: 3231.520752
	Iteration 25Q: 3 clusters Score -2751806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2751807.000000 Penalty: 3231.520752
	Iteration 26Q: 3 clusters Score -2751807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2751807.000000 Penalty: 3231.520752
	Iteration 27F: 3 clusters Score -2751807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Entering Unmasked Estep 
Score: -1146373.000000 Penalty: 1480.064087
	Iteration 0F: 2 clusters Score -1146373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1139866.375000 Penalty: 2960.128174
	Iteration 0F: 3 clusters Score -1139866 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1141888.500000 Penalty: 2960.128174
	Iteration 1F: 3 clusters Score -1141888 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1142081.375000 Penalty: 2960.128174
	Iteration 2F: 3 clusters Score -1142081 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1142226.125000 Penalty: 2960.128174
	Iteration 3Q: 3 clusters Score -1142226 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1142345.250000 Penalty: 2960.128174
	Iteration 4Q: 3 clusters Score -1142345 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1142452.375000 Penalty: 2960.128174
	Iteration 5Q: 3 clusters Score -1142452 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1142547.375000 Penalty: 2960.128174
	Iteration 6Q: 3 clusters Score -1142547 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1142668.250000 Penalty: 2960.128174
	Iteration 7Q: 3 clusters Score -1142668 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1142802.500000 Penalty: 2960.128174
	Iteration 8Q: 3 clusters Score -1142802 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1142959.750000 Penalty: 2960.128174
	Iteration 9Q: 3 clusters Score -1142960 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1143160.250000 Penalty: 2960.128174
	Iteration 10Q: 3 clusters Score -1143160 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1143379.000000 Penalty: 2960.128174
	Iteration 11Q: 3 clusters Score -1143379 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1143660.625000 Penalty: 2960.128174
	Iteration 12Q: 3 clusters Score -1143661 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1143945.500000 Penalty: 2960.128174
	Iteration 13Q: 3 clusters Score -1143946 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1144218.750000 Penalty: 2960.128174
	Iteration 14Q: 3 clusters Score -1144219 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1144467.375000 Penalty: 2960.128174
	Iteration 15Q: 3 clusters Score -1144467 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1144666.250000 Penalty: 2960.128174
	Iteration 16Q: 3 clusters Score -1144666 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1144828.250000 Penalty: 2960.128174
	Iteration 17Q: 3 clusters Score -1144828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1144910.375000 Penalty: 2960.128174
	Iteration 18Q: 3 clusters Score -1144910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1144951.750000 Penalty: 2960.128174
	Iteration 19Q: 3 clusters Score -1144952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1144968.750000 Penalty: 2960.128174
	Iteration 20F: 3 clusters Score -1144969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1144989.875000 Penalty: 2960.128174
	Iteration 21Q: 3 clusters Score -1144990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1145007.375000 Penalty: 2960.128174
	Iteration 22Q: 3 clusters Score -1145007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1145022.625000 Penalty: 2960.128174
	Iteration 23Q: 3 clusters Score -1145023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1145038.625000 Penalty: 2960.128174
	Iteration 24Q: 3 clusters Score -1145039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1145049.250000 Penalty: 2960.128174
	Iteration 25Q: 3 clusters Score -1145049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1145061.750000 Penalty: 2960.128174
	Iteration 26Q: 3 clusters Score -1145062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1145071.375000 Penalty: 2960.128174
	Iteration 27Q: 3 clusters Score -1145071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1145078.250000 Penalty: 2960.128174
	Iteration 28Q: 3 clusters Score -1145078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1145083.750000 Penalty: 2960.128174
	Iteration 29Q: 3 clusters Score -1145084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1145086.125000 Penalty: 2960.128174
	Iteration 30Q: 3 clusters Score -1145086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1145089.750000 Penalty: 2960.128174
	Iteration 31Q: 3 clusters Score -1145090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1145092.500000 Penalty: 2960.128174
	Iteration 32Q: 3 clusters Score -1145092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1145094.625000 Penalty: 2960.128174
	Iteration 33Q: 3 clusters Score -1145095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1145094.625000 Penalty: 2960.128174
	Iteration 34F: 3 clusters Score -1145095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Entering Unmasked Estep 
Score: -7207754.000000 Penalty: 1772.991211
	Iteration 0F: 2 clusters Score -7207754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -7171208.000000 Penalty: 3545.982422
	Iteration 0F: 3 clusters Score -7171208 nChanged 25668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -7185667.000000 Penalty: 3545.982422
	Iteration 1F: 3 clusters Score -7185667 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -7186065.500000 Penalty: 3545.982422
	Iteration 2Q: 3 clusters Score -7186066 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -7186465.500000 Penalty: 3545.982422
	Iteration 3Q: 3 clusters Score -7186466 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -7187039.500000 Penalty: 3545.982422
	Iteration 4Q: 3 clusters Score -7187040 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -7187810.500000 Penalty: 3545.982422
	Iteration 5Q: 3 clusters Score -7187810 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -7189028.500000 Penalty: 3545.982422
	Iteration 6Q: 3 clusters Score -7189028 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -7190978.500000 Penalty: 3545.982422
	Iteration 7F: 3 clusters Score -7190978 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -7193820.500000 Penalty: 3545.982422
	Iteration 8F: 3 clusters Score -7193820 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -7197272.000000 Penalty: 3545.982422
	Iteration 9F: 3 clusters Score -7197272 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -7200613.000000 Penalty: 3545.982422
	Iteration 10F: 3 clusters Score -7200613 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7203211.000000 Penalty: 3545.982422
	Iteration 11F: 3 clusters Score -7203211 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7204742.500000 Penalty: 3545.982422
	Iteration 12Q: 3 clusters Score -7204742 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7205530.500000 Penalty: 3545.982422
	Iteration 13Q: 3 clusters Score -7205530 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7205851.500000 Penalty: 3545.982422
	Iteration 14Q: 3 clusters Score -7205852 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7206011.500000 Penalty: 3545.982422
	Iteration 15Q: 3 clusters Score -7206012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7206058.500000 Penalty: 3545.982422
	Iteration 16Q: 3 clusters Score -7206058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7206097.500000 Penalty: 3545.982422
	Iteration 17Q: 3 clusters Score -7206098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7206128.000000 Penalty: 3545.982422
	Iteration 18Q: 3 clusters Score -7206128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7206140.000000 Penalty: 3545.982422
	Iteration 19Q: 3 clusters Score -7206140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7206154.000000 Penalty: 3545.982422
	Iteration 20F: 3 clusters Score -7206154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7206169.500000 Penalty: 3545.982422
	Iteration 21Q: 3 clusters Score -7206170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7206166.500000 Penalty: 3545.982422
	Iteration 22Q: 3 clusters Score -7206166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7206184.500000 Penalty: 3545.982422
	Iteration 23Q: 3 clusters Score -7206184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7206199.500000 Penalty: 3545.982422
	Iteration 24Q: 3 clusters Score -7206200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7206207.000000 Penalty: 3545.982422
	Iteration 25Q: 3 clusters Score -7206207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7206213.500000 Penalty: 3545.982422
	Iteration 26Q: 3 clusters Score -7206214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7206221.500000 Penalty: 3545.982422
	Iteration 27Q: 3 clusters Score -7206222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7206228.500000 Penalty: 3545.982422
	Iteration 28Q: 3 clusters Score -7206228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7206227.500000 Penalty: 3545.982422
	Iteration 29Q: 3 clusters Score -7206228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7206227.000000 Penalty: 3545.982422
	Iteration 30Q: 3 clusters Score -7206227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7206229.500000 Penalty: 3545.982422
	Iteration 31Q: 3 clusters Score -7206230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7206229.500000 Penalty: 3545.982422
	Iteration 32F: 3 clusters Score -7206230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Entering Unmasked Estep 
Score: -3854092.500000 Penalty: 1671.251709
	Iteration 0F: 2 clusters Score -3854092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3834554.500000 Penalty: 3342.503418
	Iteration 0F: 3 clusters Score -3834554 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3841823.500000 Penalty: 3342.503418
	Iteration 1F: 3 clusters Score -3841824 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3842127.750000 Penalty: 3342.503418
	Iteration 2Q: 3 clusters Score -3842128 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3842379.750000 Penalty: 3342.503418
	Iteration 3Q: 3 clusters Score -3842380 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3842651.750000 Penalty: 3342.503418
	Iteration 4Q: 3 clusters Score -3842652 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3842911.750000 Penalty: 3342.503418
	Iteration 5Q: 3 clusters Score -3842912 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3843223.250000 Penalty: 3342.503418
	Iteration 6Q: 3 clusters Score -3843223 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3843579.000000 Penalty: 3342.503418
	Iteration 7Q: 3 clusters Score -3843579 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3844120.250000 Penalty: 3342.503418
	Iteration 8Q: 3 clusters Score -3844120 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3844902.500000 Penalty: 3342.503418
	Iteration 9Q: 3 clusters Score -3844902 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3846029.250000 Penalty: 3342.503418
	Iteration 10F: 3 clusters Score -3846029 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3847417.500000 Penalty: 3342.503418
	Iteration 11F: 3 clusters Score -3847418 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3848683.000000 Penalty: 3342.503418
	Iteration 12F: 3 clusters Score -3848683 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3849597.500000 Penalty: 3342.503418
	Iteration 13Q: 3 clusters Score -3849598 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3850254.250000 Penalty: 3342.503418
	Iteration 14Q: 3 clusters Score -3850254 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3850743.750000 Penalty: 3342.503418
	Iteration 15Q: 3 clusters Score -3850744 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3851095.750000 Penalty: 3342.503418
	Iteration 16Q: 3 clusters Score -3851096 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3851426.500000 Penalty: 3342.503418
	Iteration 17Q: 3 clusters Score -3851426 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3851721.000000 Penalty: 3342.503418
	Iteration 18Q: 3 clusters Score -3851721 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3851934.750000 Penalty: 3342.503418
	Iteration 19Q: 3 clusters Score -3851935 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3852135.000000 Penalty: 3342.503418
	Iteration 20F: 3 clusters Score -3852135 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -3852278.500000 Penalty: 3342.503418
	Iteration 21Q: 3 clusters Score -3852278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3852368.500000 Penalty: 3342.503418
	Iteration 22Q: 3 clusters Score -3852368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3852440.750000 Penalty: 3342.503418
	Iteration 23Q: 3 clusters Score -3852441 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3852499.000000 Penalty: 3342.503418
	Iteration 24Q: 3 clusters Score -3852499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -3852540.000000 Penalty: 3342.503418
	Iteration 25Q: 3 clusters Score -3852540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3852571.750000 Penalty: 3342.503418
	Iteration 26Q: 3 clusters Score -3852572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3852602.750000 Penalty: 3342.503418
	Iteration 27Q: 3 clusters Score -3852603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3852630.500000 Penalty: 3342.503418
	Iteration 28Q: 3 clusters Score -3852630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3852637.250000 Penalty: 3342.503418
	Iteration 29Q: 3 clusters Score -3852637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3852643.750000 Penalty: 3342.503418
	Iteration 30Q: 3 clusters Score -3852644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3852656.500000 Penalty: 3342.503418
	Iteration 31Q: 3 clusters Score -3852656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3852664.000000 Penalty: 3342.503418
	Iteration 32Q: 3 clusters Score -3852664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3852667.500000 Penalty: 3342.503418
	Iteration 33Q: 3 clusters Score -3852668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3852671.500000 Penalty: 3342.503418
	Iteration 34Q: 3 clusters Score -3852672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3852683.750000 Penalty: 3342.503418
	Iteration 35Q: 3 clusters Score -3852684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3852687.000000 Penalty: 3342.503418
	Iteration 36Q: 3 clusters Score -3852687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3852690.500000 Penalty: 3342.503418
	Iteration 37Q: 3 clusters Score -3852690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3852691.750000 Penalty: 3342.503418
	Iteration 38Q: 3 clusters Score -3852692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3852692.500000 Penalty: 3342.503418
	Iteration 39Q: 3 clusters Score -3852692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3852693.250000 Penalty: 3342.503418
	Iteration 40F: 3 clusters Score -3852693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -238241.750000 Penalty: 1216.756714
	Iteration 0F: 2 clusters Score -238241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -236295.546875 Penalty: 2433.513428
	Iteration 0F: 3 clusters Score -236295.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -236685.859375 Penalty: 2433.513428
	Iteration 1F: 3 clusters Score -236685.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -236755.843750 Penalty: 2433.513428
	Iteration 2F: 3 clusters Score -236755.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -236789.421875 Penalty: 2433.513428
	Iteration 3Q: 3 clusters Score -236789.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -236808.468750 Penalty: 2433.513428
	Iteration 4Q: 3 clusters Score -236808.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -236826.203125 Penalty: 2433.513428
	Iteration 5Q: 3 clusters Score -236826.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -236841.109375 Penalty: 2433.513428
	Iteration 6Q: 3 clusters Score -236841.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -236853.078125 Penalty: 2433.513428
	Iteration 7Q: 3 clusters Score -236853.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -236860.343750 Penalty: 2433.513428
	Iteration 8Q: 3 clusters Score -236860.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -236863.000000 Penalty: 2433.513428
	Iteration 9Q: 3 clusters Score -236863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -236866.046875 Penalty: 2433.513428
	Iteration 10Q: 3 clusters Score -236866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -236868.015625 Penalty: 2433.513428
	Iteration 11Q: 3 clusters Score -236868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -236869.718750 Penalty: 2433.513428
	Iteration 12Q: 3 clusters Score -236869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -236870.656250 Penalty: 2433.513428
	Iteration 13Q: 3 clusters Score -236870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -236870.765625 Penalty: 2433.513428
	Iteration 14Q: 3 clusters Score -236870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -236871.906250 Penalty: 2433.513428
	Iteration 15Q: 3 clusters Score -236871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -236872.250000 Penalty: 2433.513428
	Iteration 16Q: 3 clusters Score -236872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -236872.250000 Penalty: 2433.513428
	Iteration 17F: 3 clusters Score -236872.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Entering Unmasked Estep 
Score: -990458.437500 Penalty: 1450.559082
	Iteration 0F: 2 clusters Score -990458.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -984949.812500 Penalty: 2901.118164
	Iteration 0F: 3 clusters Score -984949.8 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -986580.875000 Penalty: 2901.118164
	Iteration 1F: 3 clusters Score -986580.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -986810.250000 Penalty: 2901.118164
	Iteration 2F: 3 clusters Score -986810.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -986972.500000 Penalty: 2901.118164
	Iteration 3F: 3 clusters Score -986972.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -987112.000000 Penalty: 2901.118164
	Iteration 4Q: 3 clusters Score -987112 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -987219.812500 Penalty: 2901.118164
	Iteration 5Q: 3 clusters Score -987219.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -987322.562500 Penalty: 2901.118164
	Iteration 6Q: 3 clusters Score -987322.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -987428.687500 Penalty: 2901.118164
	Iteration 7Q: 3 clusters Score -987428.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -987546.500000 Penalty: 2901.118164
	Iteration 8Q: 3 clusters Score -987546.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -987678.375000 Penalty: 2901.118164
	Iteration 9Q: 3 clusters Score -987678.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -987827.750000 Penalty: 2901.118164
	Iteration 10Q: 3 clusters Score -987827.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -987987.812500 Penalty: 2901.118164
	Iteration 11Q: 3 clusters Score -987987.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -988172.875000 Penalty: 2901.118164
	Iteration 12Q: 3 clusters Score -988172.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -988351.812500 Penalty: 2901.118164
	Iteration 13Q: 3 clusters Score -988351.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -988501.125000 Penalty: 2901.118164
	Iteration 14Q: 3 clusters Score -988501.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -988637.687500 Penalty: 2901.118164
	Iteration 15Q: 3 clusters Score -988637.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -988762.562500 Penalty: 2901.118164
	Iteration 16Q: 3 clusters Score -988762.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -988865.812500 Penalty: 2901.118164
	Iteration 17Q: 3 clusters Score -988865.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -988941.125000 Penalty: 2901.118164
	Iteration 18Q: 3 clusters Score -988941.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -989006.562500 Penalty: 2901.118164
	Iteration 19Q: 3 clusters Score -989006.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -989067.000000 Penalty: 2901.118164
	Iteration 20F: 3 clusters Score -989067 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -989109.687500 Penalty: 2901.118164
	Iteration 21Q: 3 clusters Score -989109.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -989133.562500 Penalty: 2901.118164
	Iteration 22Q: 3 clusters Score -989133.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -989148.937500 Penalty: 2901.118164
	Iteration 23Q: 3 clusters Score -989148.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -989158.312500 Penalty: 2901.118164
	Iteration 24Q: 3 clusters Score -989158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -989160.000000 Penalty: 2901.118164
	Iteration 25Q: 3 clusters Score -989160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -989162.500000 Penalty: 2901.118164
	Iteration 26Q: 3 clusters Score -989162.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -989164.500000 Penalty: 2901.118164
	Iteration 27Q: 3 clusters Score -989164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -989165.062500 Penalty: 2901.118164
	Iteration 28Q: 3 clusters Score -989165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -989165.062500 Penalty: 2901.118164
	Iteration 29F: 3 clusters Score -989165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -20678.951172 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -20678.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20034.455078 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -20034.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20143.902344 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -20143.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20207.044922 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -20207.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20254.544922 Penalty: 1754.402954
	Iteration 3F: 3 clusters Score -20254.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20313.960938 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -20313.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20321.662109 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -20321.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20334.800781 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -20334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20341.712891 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -20341.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20347.279297 Penalty: 1754.402954
	Iteration 8Q: 3 clusters Score -20347.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20360.408203 Penalty: 1754.402954
	Iteration 9Q: 3 clusters Score -20360.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20370.953125 Penalty: 1754.402954
	Iteration 10Q: 3 clusters Score -20370.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20372.988281 Penalty: 1754.402954
	Iteration 11Q: 3 clusters Score -20372.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20372.988281 Penalty: 1754.402954
	Iteration 12F: 3 clusters Score -20372.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (117297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117297 members 
Entering Unmasked Estep 
Score: -15451297.000000 Penalty: 1896.775513
	Iteration 0F: 2 clusters Score -1.54513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -15384262.000000 Penalty: 3793.551025
	Iteration 0F: 3 clusters Score -1.538426e+07 nChanged 56165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -15416924.000000 Penalty: 3793.551025
	Iteration 1F: 3 clusters Score -1.541692e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -15417736.000000 Penalty: 3793.551025
	Iteration 2Q: 3 clusters Score -1.541774e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -15419012.000000 Penalty: 3793.551025
	Iteration 3Q: 3 clusters Score -1.541901e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -15421038.000000 Penalty: 3793.551025
	Iteration 4Q: 3 clusters Score -1.542104e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -15424535.000000 Penalty: 3793.551025
	Iteration 5F: 3 clusters Score -1.542454e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -15429790.000000 Penalty: 3793.551025
	Iteration 6F: 3 clusters Score -1.542979e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -15435468.000000 Penalty: 3793.551025
	Iteration 7F: 3 clusters Score -1.543547e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -15438403.000000 Penalty: 3793.551025
	Iteration 8F: 3 clusters Score -1.54384e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -15439166.000000 Penalty: 3793.551025
	Iteration 9Q: 3 clusters Score -1.543917e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -15439321.000000 Penalty: 3793.551025
	Iteration 10Q: 3 clusters Score -1.543932e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -15439550.000000 Penalty: 3793.551025
	Iteration 11Q: 3 clusters Score -1.543955e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -15439710.000000 Penalty: 3793.551025
	Iteration 12Q: 3 clusters Score -1.543971e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -15439903.000000 Penalty: 3793.551025
	Iteration 13Q: 3 clusters Score -1.54399e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -15440098.000000 Penalty: 3793.551025
	Iteration 14Q: 3 clusters Score -1.54401e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -15440227.000000 Penalty: 3793.551025
	Iteration 15Q: 3 clusters Score -1.544023e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -15440369.000000 Penalty: 3793.551025
	Iteration 16Q: 3 clusters Score -1.544037e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -15440447.000000 Penalty: 3793.551025
	Iteration 17Q: 3 clusters Score -1.544045e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -15440585.000000 Penalty: 3793.551025
	Iteration 18Q: 3 clusters Score -1.544058e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -15440635.000000 Penalty: 3793.551025
	Iteration 19Q: 3 clusters Score -1.544064e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -15440764.000000 Penalty: 3793.551025
	Iteration 20F: 3 clusters Score -1.544076e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -15440874.000000 Penalty: 3793.551025
	Iteration 21Q: 3 clusters Score -1.544087e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -15440966.000000 Penalty: 3793.551025
	Iteration 22Q: 3 clusters Score -1.544097e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -15441041.000000 Penalty: 3793.551025
	Iteration 23Q: 3 clusters Score -1.544104e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -15441167.000000 Penalty: 3793.551025
	Iteration 24Q: 3 clusters Score -1.544117e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -15441261.000000 Penalty: 3793.551025
	Iteration 25Q: 3 clusters Score -1.544126e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -15441444.000000 Penalty: 3793.551025
	Iteration 26Q: 3 clusters Score -1.544144e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -15441573.000000 Penalty: 3793.551025
	Iteration 27Q: 3 clusters Score -1.544157e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -15441730.000000 Penalty: 3793.551025
	Iteration 28Q: 3 clusters Score -1.544173e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -15441967.000000 Penalty: 3793.551025
	Iteration 29Q: 3 clusters Score -1.544197e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -15442134.000000 Penalty: 3793.551025
	Iteration 30Q: 3 clusters Score -1.544213e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -15442237.000000 Penalty: 3793.551025
	Iteration 31Q: 3 clusters Score -1.544224e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -15442385.000000 Penalty: 3793.551025
	Iteration 32Q: 3 clusters Score -1.544238e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -15442548.000000 Penalty: 3793.551025
	Iteration 33Q: 3 clusters Score -1.544255e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -15442738.000000 Penalty: 3793.551025
	Iteration 34Q: 3 clusters Score -1.544274e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -15442954.000000 Penalty: 3793.551025
	Iteration 35Q: 3 clusters Score -1.544295e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -15443155.000000 Penalty: 3793.551025
	Iteration 36Q: 3 clusters Score -1.544316e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -15443396.000000 Penalty: 3793.551025
	Iteration 37Q: 3 clusters Score -1.54434e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -15443650.000000 Penalty: 3793.551025
	Iteration 38Q: 3 clusters Score -1.544365e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -15443810.000000 Penalty: 3793.551025
	Iteration 39Q: 3 clusters Score -1.544381e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -15443992.000000 Penalty: 3793.551025
	Iteration 40F: 3 clusters Score -1.544399e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -15444141.000000 Penalty: 3793.551025
	Iteration 41Q: 3 clusters Score -1.544414e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -15444233.000000 Penalty: 3793.551025
	Iteration 42Q: 3 clusters Score -1.544423e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -15444454.000000 Penalty: 3793.551025
	Iteration 43Q: 3 clusters Score -1.544445e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -15444649.000000 Penalty: 3793.551025
	Iteration 44Q: 3 clusters Score -1.544465e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -15444823.000000 Penalty: 3793.551025
	Iteration 45Q: 3 clusters Score -1.544482e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -15444944.000000 Penalty: 3793.551025
	Iteration 46Q: 3 clusters Score -1.544494e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -15445012.000000 Penalty: 3793.551025
	Iteration 47Q: 3 clusters Score -1.544501e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -15445018.000000 Penalty: 3793.551025
	Iteration 48Q: 3 clusters Score -1.544502e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -15445072.000000 Penalty: 3793.551025
	Iteration 49Q: 3 clusters Score -1.544507e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -15445148.000000 Penalty: 3793.551025
	Iteration 50Q: 3 clusters Score -1.544515e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -15445170.000000 Penalty: 3793.551025
	Iteration 51Q: 3 clusters Score -1.544517e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -15445230.000000 Penalty: 3793.551025
	Iteration 52Q: 3 clusters Score -1.544523e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -15445271.000000 Penalty: 3793.551025
	Iteration 53Q: 3 clusters Score -1.544527e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -15445319.000000 Penalty: 3793.551025
	Iteration 54Q: 3 clusters Score -1.544532e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -15445295.000000 Penalty: 3793.551025
	Iteration 55Q: 3 clusters Score -1.54453e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -15445409.000000 Penalty: 3793.551025
	Iteration 56Q: 3 clusters Score -1.544541e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -15445388.000000 Penalty: 3793.551025
	Iteration 57Q: 3 clusters Score -1.544539e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -15445387.000000 Penalty: 3793.551025
	Iteration 58Q: 3 clusters Score -1.544539e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -15445392.000000 Penalty: 3793.551025
	Iteration 59Q: 3 clusters Score -1.544539e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -15445408.000000 Penalty: 3793.551025
	Iteration 60F: 3 clusters Score -1.544541e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -15445364.000000 Penalty: 3793.551025
	Iteration 61Q: 3 clusters Score -1.544536e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -15445267.000000 Penalty: 3793.551025
	Iteration 62Q: 3 clusters Score -1.544527e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -15445263.000000 Penalty: 3793.551025
	Iteration 63Q: 3 clusters Score -1.544526e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -15445201.000000 Penalty: 3793.551025
	Iteration 64Q: 3 clusters Score -1.54452e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -15445118.000000 Penalty: 3793.551025
	Iteration 65Q: 3 clusters Score -1.544512e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -15445065.000000 Penalty: 3793.551025
	Iteration 66Q: 3 clusters Score -1.544506e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -15445041.000000 Penalty: 3793.551025
	Iteration 67Q: 3 clusters Score -1.544504e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -15444953.000000 Penalty: 3793.551025
	Iteration 68Q: 3 clusters Score -1.544495e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -15444889.000000 Penalty: 3793.551025
	Iteration 69Q: 3 clusters Score -1.544489e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -15444843.000000 Penalty: 3793.551025
	Iteration 70Q: 3 clusters Score -1.544484e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -15444778.000000 Penalty: 3793.551025
	Iteration 71Q: 3 clusters Score -1.544478e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -15444719.000000 Penalty: 3793.551025
	Iteration 72Q: 3 clusters Score -1.544472e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -15444683.000000 Penalty: 3793.551025
	Iteration 73Q: 3 clusters Score -1.544468e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -15444638.000000 Penalty: 3793.551025
	Iteration 74Q: 3 clusters Score -1.544464e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -15444543.000000 Penalty: 3793.551025
	Iteration 75Q: 3 clusters Score -1.544454e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -15444534.000000 Penalty: 3793.551025
	Iteration 76Q: 3 clusters Score -1.544453e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -15444484.000000 Penalty: 3793.551025
	Iteration 77Q: 3 clusters Score -1.544448e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -15444482.000000 Penalty: 3793.551025
	Iteration 78Q: 3 clusters Score -1.544448e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -15444447.000000 Penalty: 3793.551025
	Iteration 79Q: 3 clusters Score -1.544445e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -15444415.000000 Penalty: 3793.551025
	Iteration 80F: 3 clusters Score -1.544442e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -15444405.000000 Penalty: 3793.551025
	Iteration 81Q: 3 clusters Score -1.54444e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -15444402.000000 Penalty: 3793.551025
	Iteration 82Q: 3 clusters Score -1.54444e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -15444342.000000 Penalty: 3793.551025
	Iteration 83Q: 3 clusters Score -1.544434e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -15444332.000000 Penalty: 3793.551025
	Iteration 84Q: 3 clusters Score -1.544433e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -15444320.000000 Penalty: 3793.551025
	Iteration 85Q: 3 clusters Score -1.544432e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -15444273.000000 Penalty: 3793.551025
	Iteration 86Q: 3 clusters Score -1.544427e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -15444288.000000 Penalty: 3793.551025
	Iteration 87Q: 3 clusters Score -1.544429e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -15444278.000000 Penalty: 3793.551025
	Iteration 88Q: 3 clusters Score -1.544428e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -15444266.000000 Penalty: 3793.551025
	Iteration 89Q: 3 clusters Score -1.544427e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -15444302.000000 Penalty: 3793.551025
	Iteration 90Q: 3 clusters Score -1.54443e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -15444290.000000 Penalty: 3793.551025
	Iteration 91Q: 3 clusters Score -1.544429e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -15444302.000000 Penalty: 3793.551025
	Iteration 92Q: 3 clusters Score -1.54443e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -15444358.000000 Penalty: 3793.551025
	Iteration 93Q: 3 clusters Score -1.544436e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -15444342.000000 Penalty: 3793.551025
	Iteration 94Q: 3 clusters Score -1.544434e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -15444373.000000 Penalty: 3793.551025
	Iteration 95Q: 3 clusters Score -1.544437e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -15444409.000000 Penalty: 3793.551025
	Iteration 96Q: 3 clusters Score -1.544441e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -15444449.000000 Penalty: 3793.551025
	Iteration 97Q: 3 clusters Score -1.544445e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -15444522.000000 Penalty: 3793.551025
	Iteration 98Q: 3 clusters Score -1.544452e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -15444569.000000 Penalty: 3793.551025
	Iteration 99Q: 3 clusters Score -1.544457e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -15444714.000000 Penalty: 3793.551025
	Iteration 100F: 3 clusters Score -1.544471e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -15444788.000000 Penalty: 3793.551025
	Iteration 101Q: 3 clusters Score -1.544479e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -15444883.000000 Penalty: 3793.551025
	Iteration 102Q: 3 clusters Score -1.544488e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -15445028.000000 Penalty: 3793.551025
	Iteration 103Q: 3 clusters Score -1.544503e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -15445174.000000 Penalty: 3793.551025
	Iteration 104Q: 3 clusters Score -1.544517e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -15445269.000000 Penalty: 3793.551025
	Iteration 105Q: 3 clusters Score -1.544527e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -15445407.000000 Penalty: 3793.551025
	Iteration 106Q: 3 clusters Score -1.544541e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -15445550.000000 Penalty: 3793.551025
	Iteration 107Q: 3 clusters Score -1.544555e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -15445680.000000 Penalty: 3793.551025
	Iteration 108Q: 3 clusters Score -1.544568e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -15445804.000000 Penalty: 3793.551025
	Iteration 109Q: 3 clusters Score -1.54458e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -15446018.000000 Penalty: 3793.551025
	Iteration 110Q: 3 clusters Score -1.544602e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -15446196.000000 Penalty: 3793.551025
	Iteration 111Q: 3 clusters Score -1.54462e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -15446203.000000 Penalty: 3793.551025
	Iteration 112Q: 3 clusters Score -1.54462e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -15446235.000000 Penalty: 3793.551025
	Iteration 113Q: 3 clusters Score -1.544624e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -15446229.000000 Penalty: 3793.551025
	Iteration 114Q: 3 clusters Score -1.544623e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -15446351.000000 Penalty: 3793.551025
	Iteration 115Q: 3 clusters Score -1.544635e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -15446350.000000 Penalty: 3793.551025
	Iteration 116Q: 3 clusters Score -1.544635e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -15446403.000000 Penalty: 3793.551025
	Iteration 117Q: 3 clusters Score -1.54464e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -15446399.000000 Penalty: 3793.551025
	Iteration 118Q: 3 clusters Score -1.54464e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -15446456.000000 Penalty: 3793.551025
	Iteration 119Q: 3 clusters Score -1.544646e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -15446465.000000 Penalty: 3793.551025
	Iteration 120F: 3 clusters Score -1.544646e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -15446435.000000 Penalty: 3793.551025
	Iteration 121Q: 3 clusters Score -1.544644e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -15446441.000000 Penalty: 3793.551025
	Iteration 122Q: 3 clusters Score -1.544644e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -15446452.000000 Penalty: 3793.551025
	Iteration 123Q: 3 clusters Score -1.544645e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -15446454.000000 Penalty: 3793.551025
	Iteration 124Q: 3 clusters Score -1.544645e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -15446435.000000 Penalty: 3793.551025
	Iteration 125Q: 3 clusters Score -1.544644e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -15446451.000000 Penalty: 3793.551025
	Iteration 126Q: 3 clusters Score -1.544645e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -15446476.000000 Penalty: 3793.551025
	Iteration 127Q: 3 clusters Score -1.544648e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -15446481.000000 Penalty: 3793.551025
	Iteration 128Q: 3 clusters Score -1.544648e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -15446492.000000 Penalty: 3793.551025
	Iteration 129Q: 3 clusters Score -1.544649e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -15446461.000000 Penalty: 3793.551025
	Iteration 130Q: 3 clusters Score -1.544646e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -15446443.000000 Penalty: 3793.551025
	Iteration 131Q: 3 clusters Score -1.544644e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -15446425.000000 Penalty: 3793.551025
	Iteration 132Q: 3 clusters Score -1.544642e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -15446437.000000 Penalty: 3793.551025
	Iteration 133Q: 3 clusters Score -1.544644e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -15446440.000000 Penalty: 3793.551025
	Iteration 134Q: 3 clusters Score -1.544644e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -15446427.000000 Penalty: 3793.551025
	Iteration 135Q: 3 clusters Score -1.544643e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -15446420.000000 Penalty: 3793.551025
	Iteration 136Q: 3 clusters Score -1.544642e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -15446435.000000 Penalty: 3793.551025
	Iteration 137Q: 3 clusters Score -1.544644e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -15446445.000000 Penalty: 3793.551025
	Iteration 138Q: 3 clusters Score -1.544644e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -15446462.000000 Penalty: 3793.551025
	Iteration 139Q: 3 clusters Score -1.544646e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -15446454.000000 Penalty: 3793.551025
	Iteration 140F: 3 clusters Score -1.544645e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -15446448.000000 Penalty: 3793.551025
	Iteration 141Q: 3 clusters Score -1.544645e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -15446451.000000 Penalty: 3793.551025
	Iteration 142Q: 3 clusters Score -1.544645e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -15446446.000000 Penalty: 3793.551025
	Iteration 143Q: 3 clusters Score -1.544645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -15446446.000000 Penalty: 3793.551025
	Iteration 144Q: 3 clusters Score -1.544645e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -15446457.000000 Penalty: 3793.551025
	Iteration 145Q: 3 clusters Score -1.544646e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -15446471.000000 Penalty: 3793.551025
	Iteration 146Q: 3 clusters Score -1.544647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -15446461.000000 Penalty: 3793.551025
	Iteration 147Q: 3 clusters Score -1.544646e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -15446477.000000 Penalty: 3793.551025
	Iteration 148Q: 3 clusters Score -1.544648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -15446486.000000 Penalty: 3793.551025
	Iteration 149Q: 3 clusters Score -1.544649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -15446488.000000 Penalty: 3793.551025
	Iteration 150Q: 3 clusters Score -1.544649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -15446465.000000 Penalty: 3793.551025
	Iteration 151Q: 3 clusters Score -1.544646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -15446475.000000 Penalty: 3793.551025
	Iteration 152Q: 3 clusters Score -1.544648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -15446486.000000 Penalty: 3793.551025
	Iteration 153Q: 3 clusters Score -1.544649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -15446464.000000 Penalty: 3793.551025
	Iteration 154Q: 3 clusters Score -1.544646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -15446476.000000 Penalty: 3793.551025
	Iteration 155Q: 3 clusters Score -1.544648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -15446480.000000 Penalty: 3793.551025
	Iteration 156Q: 3 clusters Score -1.544648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -15446479.000000 Penalty: 3793.551025
	Iteration 157Q: 3 clusters Score -1.544648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -15446494.000000 Penalty: 3793.551025
	Iteration 158Q: 3 clusters Score -1.544649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -15446508.000000 Penalty: 3793.551025
	Iteration 159Q: 3 clusters Score -1.544651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -15446510.000000 Penalty: 3793.551025
	Iteration 160F: 3 clusters Score -1.544651e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -15446522.000000 Penalty: 3793.551025
	Iteration 161Q: 3 clusters Score -1.544652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -15446508.000000 Penalty: 3793.551025
	Iteration 162Q: 3 clusters Score -1.544651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -15446517.000000 Penalty: 3793.551025
	Iteration 163Q: 3 clusters Score -1.544652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -15446526.000000 Penalty: 3793.551025
	Iteration 164Q: 3 clusters Score -1.544653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -15446524.000000 Penalty: 3793.551025
	Iteration 165Q: 3 clusters Score -1.544652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -15446515.000000 Penalty: 3793.551025
	Iteration 166Q: 3 clusters Score -1.544652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -15446515.000000 Penalty: 3793.551025
	Iteration 167Q: 3 clusters Score -1.544652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -15446514.000000 Penalty: 3793.551025
	Iteration 168Q: 3 clusters Score -1.544651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -15446513.000000 Penalty: 3793.551025
	Iteration 169Q: 3 clusters Score -1.544651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -15446511.000000 Penalty: 3793.551025
	Iteration 170Q: 3 clusters Score -1.544651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -15446504.000000 Penalty: 3793.551025
	Iteration 171Q: 3 clusters Score -1.54465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -15446516.000000 Penalty: 3793.551025
	Iteration 172Q: 3 clusters Score -1.544652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -15446512.000000 Penalty: 3793.551025
	Iteration 173Q: 3 clusters Score -1.544651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -15446512.000000 Penalty: 3793.551025
	Iteration 174F: 3 clusters Score -1.544651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -36598.488281 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -36598.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35732.855469 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -35732.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35871.960938 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -35871.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35911.066406 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -35911.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35927.738281 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -35927.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35940.726562 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -35940.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35950.523438 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -35950.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35968.964844 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -35968.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35985.390625 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -35985.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35995.027344 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -35995.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36008.281250 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -36008.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36012.191406 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -36012.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36016.132812 Penalty: 1898.208496
	Iteration 11Q: 3 clusters Score -36016.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -36020.011719 Penalty: 1898.208496
	Iteration 12Q: 3 clusters Score -36020.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36032.359375 Penalty: 1898.208496
	Iteration 13Q: 3 clusters Score -36032.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36036.328125 Penalty: 1898.208496
	Iteration 14Q: 3 clusters Score -36036.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36039.144531 Penalty: 1898.208496
	Iteration 15Q: 3 clusters Score -36039.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36049.070312 Penalty: 1898.208496
	Iteration 16Q: 3 clusters Score -36049.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36052.578125 Penalty: 1898.208496
	Iteration 17Q: 3 clusters Score -36052.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -36055.542969 Penalty: 1898.208496
	Iteration 18Q: 3 clusters Score -36055.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36059.476562 Penalty: 1898.208496
	Iteration 19Q: 3 clusters Score -36059.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36059.476562 Penalty: 1898.208496
	Iteration 20F: 3 clusters Score -36059.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -124740.898438 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -124740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -123261.117188 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -123261.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123559.257812 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -123559.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123653.468750 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -123653.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -123722.046875 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -123722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -123764.476562 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -123764.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -123791.632812 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -123791.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -123811.812500 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -123811.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -123824.421875 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -123824.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123835.968750 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -123836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123848.343750 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -123848.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123865.226562 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -123865.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123885.773438 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -123885.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123910.640625 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -123910.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -123926.523438 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -123926.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123938.539062 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -123938.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123954.187500 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -123954.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123979.148438 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -123979.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123995.968750 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -123996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -124005.023438 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -124005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -124009.148438 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -124009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -124014.289062 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -124014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -124015.210938 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -124015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -124016.453125 Penalty: 2268.826904
	Iteration 22Q: 3 clusters Score -124016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -124018.570312 Penalty: 2268.826904
	Iteration 23Q: 3 clusters Score -124018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -124020.820312 Penalty: 2268.826904
	Iteration 24Q: 3 clusters Score -124020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124024.140625 Penalty: 2268.826904
	Iteration 25Q: 3 clusters Score -124024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124024.140625 Penalty: 2268.826904
	Iteration 26F: 3 clusters Score -124024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Entering Unmasked Estep 
Score: -8138696.000000 Penalty: 1792.186401
	Iteration 0F: 2 clusters Score -8138696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -8098064.500000 Penalty: 3584.372803
	Iteration 0F: 3 clusters Score -8098064 nChanged 29145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -8114689.000000 Penalty: 3584.372803
	Iteration 1F: 3 clusters Score -8114689 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -8115210.500000 Penalty: 3584.372803
	Iteration 2Q: 3 clusters Score -8115210 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -8115710.000000 Penalty: 3584.372803
	Iteration 3Q: 3 clusters Score -8115710 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -8116296.000000 Penalty: 3584.372803
	Iteration 4Q: 3 clusters Score -8116296 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -8116873.500000 Penalty: 3584.372803
	Iteration 5Q: 3 clusters Score -8116874 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -8117597.500000 Penalty: 3584.372803
	Iteration 6Q: 3 clusters Score -8117598 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -8118568.000000 Penalty: 3584.372803
	Iteration 7Q: 3 clusters Score -8118568 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -8119918.000000 Penalty: 3584.372803
	Iteration 8Q: 3 clusters Score -8119918 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8121609.000000 Penalty: 3584.372803
	Iteration 9F: 3 clusters Score -8121609 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -8123753.000000 Penalty: 3584.372803
	Iteration 10F: 3 clusters Score -8123753 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -8125985.500000 Penalty: 3584.372803
	Iteration 11F: 3 clusters Score -8125986 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -8128347.500000 Penalty: 3584.372803
	Iteration 12F: 3 clusters Score -8128348 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -8130452.500000 Penalty: 3584.372803
	Iteration 13Q: 3 clusters Score -8130452 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -8132244.000000 Penalty: 3584.372803
	Iteration 14Q: 3 clusters Score -8132244 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -8133725.500000 Penalty: 3584.372803
	Iteration 15Q: 3 clusters Score -8133726 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -8135012.500000 Penalty: 3584.372803
	Iteration 16Q: 3 clusters Score -8135012 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -8136006.500000 Penalty: 3584.372803
	Iteration 17Q: 3 clusters Score -8136006 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -8136583.500000 Penalty: 3584.372803
	Iteration 18Q: 3 clusters Score -8136584 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -8136859.000000 Penalty: 3584.372803
	Iteration 19Q: 3 clusters Score -8136859 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -8136981.500000 Penalty: 3584.372803
	Iteration 20F: 3 clusters Score -8136982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -8137058.000000 Penalty: 3584.372803
	Iteration 21Q: 3 clusters Score -8137058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -8137086.000000 Penalty: 3584.372803
	Iteration 22Q: 3 clusters Score -8137086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -8137101.000000 Penalty: 3584.372803
	Iteration 23Q: 3 clusters Score -8137101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -8137128.000000 Penalty: 3584.372803
	Iteration 24Q: 3 clusters Score -8137128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -8137137.000000 Penalty: 3584.372803
	Iteration 25Q: 3 clusters Score -8137137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -8137143.500000 Penalty: 3584.372803
	Iteration 26Q: 3 clusters Score -8137144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -8137156.000000 Penalty: 3584.372803
	Iteration 27Q: 3 clusters Score -8137156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -8137153.500000 Penalty: 3584.372803
	Iteration 28Q: 3 clusters Score -8137154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -8137154.500000 Penalty: 3584.372803
	Iteration 29Q: 3 clusters Score -8137154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -8137154.500000 Penalty: 3584.372803
	Iteration 30F: 3 clusters Score -8137154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Entering Unmasked Estep 
Score: -2326868.500000 Penalty: 1588.562378
	Iteration 0F: 2 clusters Score -2326868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2314726.750000 Penalty: 3177.124756
	Iteration 0F: 3 clusters Score -2314727 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2319052.500000 Penalty: 3177.124756
	Iteration 1F: 3 clusters Score -2319052 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2319370.500000 Penalty: 3177.124756
	Iteration 2F: 3 clusters Score -2319370 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2319743.000000 Penalty: 3177.124756
	Iteration 3Q: 3 clusters Score -2319743 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2320240.750000 Penalty: 3177.124756
	Iteration 4F: 3 clusters Score -2320241 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2320885.500000 Penalty: 3177.124756
	Iteration 5F: 3 clusters Score -2320886 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2321676.000000 Penalty: 3177.124756
	Iteration 6F: 3 clusters Score -2321676 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2322576.000000 Penalty: 3177.124756
	Iteration 7F: 3 clusters Score -2322576 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2323503.000000 Penalty: 3177.124756
	Iteration 8F: 3 clusters Score -2323503 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2324308.250000 Penalty: 3177.124756
	Iteration 9F: 3 clusters Score -2324308 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2324796.500000 Penalty: 3177.124756
	Iteration 10Q: 3 clusters Score -2324796 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2325067.750000 Penalty: 3177.124756
	Iteration 11Q: 3 clusters Score -2325068 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2325245.250000 Penalty: 3177.124756
	Iteration 12Q: 3 clusters Score -2325245 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2325341.750000 Penalty: 3177.124756
	Iteration 13Q: 3 clusters Score -2325342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2325395.750000 Penalty: 3177.124756
	Iteration 14Q: 3 clusters Score -2325396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2325428.250000 Penalty: 3177.124756
	Iteration 15Q: 3 clusters Score -2325428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2325446.250000 Penalty: 3177.124756
	Iteration 16Q: 3 clusters Score -2325446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2325465.000000 Penalty: 3177.124756
	Iteration 17Q: 3 clusters Score -2325465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2325474.750000 Penalty: 3177.124756
	Iteration 18Q: 3 clusters Score -2325475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2325484.500000 Penalty: 3177.124756
	Iteration 19Q: 3 clusters Score -2325484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2325497.250000 Penalty: 3177.124756
	Iteration 20F: 3 clusters Score -2325497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2325502.750000 Penalty: 3177.124756
	Iteration 21Q: 3 clusters Score -2325503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2325505.500000 Penalty: 3177.124756
	Iteration 22Q: 3 clusters Score -2325506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2325504.000000 Penalty: 3177.124756
	Iteration 23Q: 3 clusters Score -2325504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2325504.000000 Penalty: 3177.124756
	Iteration 24F: 3 clusters Score -2325504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Entering Unmasked Estep 
Score: -2126848.250000 Penalty: 1573.269043
	Iteration 0F: 2 clusters Score -2126848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2115982.000000 Penalty: 3146.538086
	Iteration 0F: 3 clusters Score -2115982 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2119785.500000 Penalty: 3146.538086
	Iteration 1F: 3 clusters Score -2119786 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2120078.500000 Penalty: 3146.538086
	Iteration 2F: 3 clusters Score -2120078 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2120323.000000 Penalty: 3146.538086
	Iteration 3Q: 3 clusters Score -2120323 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2120591.500000 Penalty: 3146.538086
	Iteration 4Q: 3 clusters Score -2120592 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2120916.750000 Penalty: 3146.538086
	Iteration 5Q: 3 clusters Score -2120917 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2121385.750000 Penalty: 3146.538086
	Iteration 6F: 3 clusters Score -2121386 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2122019.250000 Penalty: 3146.538086
	Iteration 7F: 3 clusters Score -2122019 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2122780.250000 Penalty: 3146.538086
	Iteration 8F: 3 clusters Score -2122780 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2123547.500000 Penalty: 3146.538086
	Iteration 9F: 3 clusters Score -2123548 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2124162.000000 Penalty: 3146.538086
	Iteration 10Q: 3 clusters Score -2124162 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2124643.000000 Penalty: 3146.538086
	Iteration 11Q: 3 clusters Score -2124643 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2124958.250000 Penalty: 3146.538086
	Iteration 12Q: 3 clusters Score -2124958 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2125162.750000 Penalty: 3146.538086
	Iteration 13Q: 3 clusters Score -2125163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2125276.750000 Penalty: 3146.538086
	Iteration 14Q: 3 clusters Score -2125277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2125340.250000 Penalty: 3146.538086
	Iteration 15Q: 3 clusters Score -2125340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2125378.250000 Penalty: 3146.538086
	Iteration 16Q: 3 clusters Score -2125378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2125402.750000 Penalty: 3146.538086
	Iteration 17Q: 3 clusters Score -2125403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2125426.000000 Penalty: 3146.538086
	Iteration 18Q: 3 clusters Score -2125426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2125444.000000 Penalty: 3146.538086
	Iteration 19Q: 3 clusters Score -2125444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2125456.750000 Penalty: 3146.538086
	Iteration 20F: 3 clusters Score -2125457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2125461.000000 Penalty: 3146.538086
	Iteration 21Q: 3 clusters Score -2125461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2125469.000000 Penalty: 3146.538086
	Iteration 22Q: 3 clusters Score -2125469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2125474.000000 Penalty: 3146.538086
	Iteration 23Q: 3 clusters Score -2125474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2125480.250000 Penalty: 3146.538086
	Iteration 24Q: 3 clusters Score -2125480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2125483.000000 Penalty: 3146.538086
	Iteration 25Q: 3 clusters Score -2125483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2125486.250000 Penalty: 3146.538086
	Iteration 26Q: 3 clusters Score -2125486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2125486.250000 Penalty: 3146.538086
	Iteration 27Q: 3 clusters Score -2125486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2125487.250000 Penalty: 3146.538086
	Iteration 28Q: 3 clusters Score -2125487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2125489.750000 Penalty: 3146.538086
	Iteration 29Q: 3 clusters Score -2125490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2125491.500000 Penalty: 3146.538086
	Iteration 30Q: 3 clusters Score -2125492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2125491.000000 Penalty: 3146.538086
	Iteration 31Q: 3 clusters Score -2125491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2125495.250000 Penalty: 3146.538086
	Iteration 32Q: 3 clusters Score -2125495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2125495.250000 Penalty: 3146.538086
	Iteration 33F: 3 clusters Score -2125495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Entering Unmasked Estep 
Score: -1676961.500000 Penalty: 1535.494995
	Iteration 0F: 2 clusters Score -1676962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1668063.625000 Penalty: 3070.989990
	Iteration 0F: 3 clusters Score -1668064 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1671023.625000 Penalty: 3070.989990
	Iteration 1F: 3 clusters Score -1671024 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1671272.000000 Penalty: 3070.989990
	Iteration 2F: 3 clusters Score -1671272 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1671476.125000 Penalty: 3070.989990
	Iteration 3Q: 3 clusters Score -1671476 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1671649.625000 Penalty: 3070.989990
	Iteration 4Q: 3 clusters Score -1671650 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1671816.250000 Penalty: 3070.989990
	Iteration 5Q: 3 clusters Score -1671816 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1672002.000000 Penalty: 3070.989990
	Iteration 6Q: 3 clusters Score -1672002 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1672222.750000 Penalty: 3070.989990
	Iteration 7Q: 3 clusters Score -1672223 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1672562.125000 Penalty: 3070.989990
	Iteration 8Q: 3 clusters Score -1672562 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1672992.750000 Penalty: 3070.989990
	Iteration 9F: 3 clusters Score -1672993 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1673512.625000 Penalty: 3070.989990
	Iteration 10F: 3 clusters Score -1673513 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1674090.250000 Penalty: 3070.989990
	Iteration 11F: 3 clusters Score -1674090 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1674636.125000 Penalty: 3070.989990
	Iteration 12Q: 3 clusters Score -1674636 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1675051.250000 Penalty: 3070.989990
	Iteration 13Q: 3 clusters Score -1675051 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1675283.625000 Penalty: 3070.989990
	Iteration 14Q: 3 clusters Score -1675284 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1675427.500000 Penalty: 3070.989990
	Iteration 15Q: 3 clusters Score -1675428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1675507.250000 Penalty: 3070.989990
	Iteration 16Q: 3 clusters Score -1675507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1675552.250000 Penalty: 3070.989990
	Iteration 17Q: 3 clusters Score -1675552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1675590.500000 Penalty: 3070.989990
	Iteration 18Q: 3 clusters Score -1675590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1675615.125000 Penalty: 3070.989990
	Iteration 19Q: 3 clusters Score -1675615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1675635.375000 Penalty: 3070.989990
	Iteration 20F: 3 clusters Score -1675635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1675647.000000 Penalty: 3070.989990
	Iteration 21Q: 3 clusters Score -1675647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1675647.750000 Penalty: 3070.989990
	Iteration 22Q: 3 clusters Score -1675648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1675651.125000 Penalty: 3070.989990
	Iteration 23Q: 3 clusters Score -1675651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1675654.375000 Penalty: 3070.989990
	Iteration 24Q: 3 clusters Score -1675654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1675654.375000 Penalty: 3070.989990
	Iteration 25F: 3 clusters Score -1675654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -248114.375000 Penalty: 1235.227905
	Iteration 0F: 2 clusters Score -248114.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -246005.265625 Penalty: 2470.455811
	Iteration 0F: 3 clusters Score -246005.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -246497.234375 Penalty: 2470.455811
	Iteration 1F: 3 clusters Score -246497.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -246601.468750 Penalty: 2470.455811
	Iteration 2F: 3 clusters Score -246601.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -246647.625000 Penalty: 2470.455811
	Iteration 3Q: 3 clusters Score -246647.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -246674.031250 Penalty: 2470.455811
	Iteration 4Q: 3 clusters Score -246674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -246690.406250 Penalty: 2470.455811
	Iteration 5Q: 3 clusters Score -246690.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -246701.500000 Penalty: 2470.455811
	Iteration 6Q: 3 clusters Score -246701.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -246711.578125 Penalty: 2470.455811
	Iteration 7Q: 3 clusters Score -246711.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -246720.750000 Penalty: 2470.455811
	Iteration 8Q: 3 clusters Score -246720.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -246725.703125 Penalty: 2470.455811
	Iteration 9Q: 3 clusters Score -246725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -246731.687500 Penalty: 2470.455811
	Iteration 10Q: 3 clusters Score -246731.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -246735.250000 Penalty: 2470.455811
	Iteration 11Q: 3 clusters Score -246735.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -246738.640625 Penalty: 2470.455811
	Iteration 12Q: 3 clusters Score -246738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -246740.562500 Penalty: 2470.455811
	Iteration 13Q: 3 clusters Score -246740.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -246740.562500 Penalty: 2470.455811
	Iteration 14F: 3 clusters Score -246740.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -329697.562500 Penalty: 1281.793457
	Iteration 0F: 2 clusters Score -329697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -327165.750000 Penalty: 2563.586914
	Iteration 0F: 3 clusters Score -327165.8 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -327763.062500 Penalty: 2563.586914
	Iteration 1F: 3 clusters Score -327763.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -327912.375000 Penalty: 2563.586914
	Iteration 2F: 3 clusters Score -327912.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -327985.531250 Penalty: 2563.586914
	Iteration 3F: 3 clusters Score -327985.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -328032.093750 Penalty: 2563.586914
	Iteration 4Q: 3 clusters Score -328032.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -328071.062500 Penalty: 2563.586914
	Iteration 5Q: 3 clusters Score -328071.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -328100.375000 Penalty: 2563.586914
	Iteration 6Q: 3 clusters Score -328100.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -328126.218750 Penalty: 2563.586914
	Iteration 7Q: 3 clusters Score -328126.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -328158.218750 Penalty: 2563.586914
	Iteration 8Q: 3 clusters Score -328158.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -328181.281250 Penalty: 2563.586914
	Iteration 9Q: 3 clusters Score -328181.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -328200.531250 Penalty: 2563.586914
	Iteration 10Q: 3 clusters Score -328200.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -328217.125000 Penalty: 2563.586914
	Iteration 11Q: 3 clusters Score -328217.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -328236.875000 Penalty: 2563.586914
	Iteration 12Q: 3 clusters Score -328236.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -328265.625000 Penalty: 2563.586914
	Iteration 13Q: 3 clusters Score -328265.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -328296.281250 Penalty: 2563.586914
	Iteration 14Q: 3 clusters Score -328296.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -328319.093750 Penalty: 2563.586914
	Iteration 15Q: 3 clusters Score -328319.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -328336.875000 Penalty: 2563.586914
	Iteration 16Q: 3 clusters Score -328336.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -328350.625000 Penalty: 2563.586914
	Iteration 17Q: 3 clusters Score -328350.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -328360.468750 Penalty: 2563.586914
	Iteration 18Q: 3 clusters Score -328360.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -328370.750000 Penalty: 2563.586914
	Iteration 19Q: 3 clusters Score -328370.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -328393.281250 Penalty: 2563.586914
	Iteration 20F: 3 clusters Score -328393.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -328415.500000 Penalty: 2563.586914
	Iteration 21Q: 3 clusters Score -328415.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -328431.156250 Penalty: 2563.586914
	Iteration 22Q: 3 clusters Score -328431.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -328439.750000 Penalty: 2563.586914
	Iteration 23Q: 3 clusters Score -328439.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328443.906250 Penalty: 2563.586914
	Iteration 24Q: 3 clusters Score -328443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328444.906250 Penalty: 2563.586914
	Iteration 25Q: 3 clusters Score -328444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328447.187500 Penalty: 2563.586914
	Iteration 26Q: 3 clusters Score -328447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -328448.687500 Penalty: 2563.586914
	Iteration 27Q: 3 clusters Score -328448.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -328451.156250 Penalty: 2563.586914
	Iteration 28Q: 3 clusters Score -328451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -328451.812500 Penalty: 2563.586914
	Iteration 29Q: 3 clusters Score -328451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -328452.531250 Penalty: 2563.586914
	Iteration 30Q: 3 clusters Score -328452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -328453.187500 Penalty: 2563.586914
	Iteration 31Q: 3 clusters Score -328453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -328454.500000 Penalty: 2563.586914
	Iteration 32Q: 3 clusters Score -328454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -328455.562500 Penalty: 2563.586914
	Iteration 33Q: 3 clusters Score -328455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -328456.875000 Penalty: 2563.586914
	Iteration 34Q: 3 clusters Score -328456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -328457.031250 Penalty: 2563.586914
	Iteration 35Q: 3 clusters Score -328457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -328458.031250 Penalty: 2563.586914
	Iteration 36Q: 3 clusters Score -328458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -328458.093750 Penalty: 2563.586914
	Iteration 37Q: 3 clusters Score -328458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -328459.000000 Penalty: 2563.586914
	Iteration 38Q: 3 clusters Score -328459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -328459.156250 Penalty: 2563.586914
	Iteration 39Q: 3 clusters Score -328459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -328460.843750 Penalty: 2563.586914
	Iteration 40F: 3 clusters Score -328460.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -328462.843750 Penalty: 2563.586914
	Iteration 41Q: 3 clusters Score -328462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -328463.812500 Penalty: 2563.586914
	Iteration 42Q: 3 clusters Score -328463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -328464.031250 Penalty: 2563.586914
	Iteration 43Q: 3 clusters Score -328464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -328464.031250 Penalty: 2563.586914
	Iteration 44F: 3 clusters Score -328464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Entering Unmasked Estep 
Score: -2202534.750000 Penalty: 1579.595215
	Iteration 0F: 2 clusters Score -2202535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2190999.500000 Penalty: 3159.190430
	Iteration 0F: 3 clusters Score -2191000 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2195043.750000 Penalty: 3159.190430
	Iteration 1F: 3 clusters Score -2195044 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2195340.750000 Penalty: 3159.190430
	Iteration 2Q: 3 clusters Score -2195341 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2195636.000000 Penalty: 3159.190430
	Iteration 3Q: 3 clusters Score -2195636 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2195934.750000 Penalty: 3159.190430
	Iteration 4Q: 3 clusters Score -2195935 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2196279.750000 Penalty: 3159.190430
	Iteration 5Q: 3 clusters Score -2196280 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2196693.000000 Penalty: 3159.190430
	Iteration 6Q: 3 clusters Score -2196693 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2197210.750000 Penalty: 3159.190430
	Iteration 7Q: 3 clusters Score -2197211 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2197746.750000 Penalty: 3159.190430
	Iteration 8Q: 3 clusters Score -2197747 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2198326.250000 Penalty: 3159.190430
	Iteration 9Q: 3 clusters Score -2198326 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2198958.500000 Penalty: 3159.190430
	Iteration 10Q: 3 clusters Score -2198958 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2199595.750000 Penalty: 3159.190430
	Iteration 11Q: 3 clusters Score -2199596 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2200095.000000 Penalty: 3159.190430
	Iteration 12Q: 3 clusters Score -2200095 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2200455.000000 Penalty: 3159.190430
	Iteration 13Q: 3 clusters Score -2200455 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2200709.000000 Penalty: 3159.190430
	Iteration 14Q: 3 clusters Score -2200709 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2200869.500000 Penalty: 3159.190430
	Iteration 15Q: 3 clusters Score -2200870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2200980.000000 Penalty: 3159.190430
	Iteration 16Q: 3 clusters Score -2200980 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2201078.750000 Penalty: 3159.190430
	Iteration 17Q: 3 clusters Score -2201079 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2201139.750000 Penalty: 3159.190430
	Iteration 18Q: 3 clusters Score -2201140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2201176.250000 Penalty: 3159.190430
	Iteration 19Q: 3 clusters Score -2201176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2201189.500000 Penalty: 3159.190430
	Iteration 20F: 3 clusters Score -2201190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2201202.000000 Penalty: 3159.190430
	Iteration 21Q: 3 clusters Score -2201202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2201213.250000 Penalty: 3159.190430
	Iteration 22Q: 3 clusters Score -2201213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2201216.000000 Penalty: 3159.190430
	Iteration 23Q: 3 clusters Score -2201216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2201219.250000 Penalty: 3159.190430
	Iteration 24Q: 3 clusters Score -2201219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2201223.250000 Penalty: 3159.190430
	Iteration 25Q: 3 clusters Score -2201223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2201227.000000 Penalty: 3159.190430
	Iteration 26Q: 3 clusters Score -2201227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2201232.000000 Penalty: 3159.190430
	Iteration 27Q: 3 clusters Score -2201232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2201233.750000 Penalty: 3159.190430
	Iteration 28Q: 3 clusters Score -2201234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2201240.750000 Penalty: 3159.190430
	Iteration 29Q: 3 clusters Score -2201241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2201244.250000 Penalty: 3159.190430
	Iteration 30Q: 3 clusters Score -2201244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2201252.000000 Penalty: 3159.190430
	Iteration 31Q: 3 clusters Score -2201252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2201255.250000 Penalty: 3159.190430
	Iteration 32Q: 3 clusters Score -2201255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2201254.750000 Penalty: 3159.190430
	Iteration 33Q: 3 clusters Score -2201255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2201257.000000 Penalty: 3159.190430
	Iteration 34Q: 3 clusters Score -2201257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2201257.000000 Penalty: 3159.190430
	Iteration 35F: 3 clusters Score -2201257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -308683.125000 Penalty: 1260.798584
	Iteration 0F: 2 clusters Score -308683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -306351.562500 Penalty: 2521.597168
	Iteration 0F: 3 clusters Score -306351.6 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -306861.843750 Penalty: 2521.597168
	Iteration 1F: 3 clusters Score -306861.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -306996.093750 Penalty: 2521.597168
	Iteration 2F: 3 clusters Score -306996.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -307066.625000 Penalty: 2521.597168
	Iteration 3Q: 3 clusters Score -307066.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -307109.062500 Penalty: 2521.597168
	Iteration 4Q: 3 clusters Score -307109.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -307143.687500 Penalty: 2521.597168
	Iteration 5Q: 3 clusters Score -307143.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -307168.062500 Penalty: 2521.597168
	Iteration 6Q: 3 clusters Score -307168.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -307192.562500 Penalty: 2521.597168
	Iteration 7Q: 3 clusters Score -307192.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -307211.562500 Penalty: 2521.597168
	Iteration 8Q: 3 clusters Score -307211.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -307225.281250 Penalty: 2521.597168
	Iteration 9Q: 3 clusters Score -307225.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307237.437500 Penalty: 2521.597168
	Iteration 10Q: 3 clusters Score -307237.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -307245.937500 Penalty: 2521.597168
	Iteration 11Q: 3 clusters Score -307245.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -307256.625000 Penalty: 2521.597168
	Iteration 12Q: 3 clusters Score -307256.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -307267.718750 Penalty: 2521.597168
	Iteration 13Q: 3 clusters Score -307267.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -307278.375000 Penalty: 2521.597168
	Iteration 14Q: 3 clusters Score -307278.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -307289.531250 Penalty: 2521.597168
	Iteration 15Q: 3 clusters Score -307289.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -307305.312500 Penalty: 2521.597168
	Iteration 16Q: 3 clusters Score -307305.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -307318.500000 Penalty: 2521.597168
	Iteration 17Q: 3 clusters Score -307318.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -307331.906250 Penalty: 2521.597168
	Iteration 18Q: 3 clusters Score -307331.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -307350.718750 Penalty: 2521.597168
	Iteration 19Q: 3 clusters Score -307350.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -307363.375000 Penalty: 2521.597168
	Iteration 20F: 3 clusters Score -307363.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -307372.625000 Penalty: 2521.597168
	Iteration 21Q: 3 clusters Score -307372.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -307381.437500 Penalty: 2521.597168
	Iteration 22Q: 3 clusters Score -307381.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -307392.843750 Penalty: 2521.597168
	Iteration 23Q: 3 clusters Score -307392.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -307407.437500 Penalty: 2521.597168
	Iteration 24Q: 3 clusters Score -307407.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -307424.531250 Penalty: 2521.597168
	Iteration 25Q: 3 clusters Score -307424.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -307436.656250 Penalty: 2521.597168
	Iteration 26Q: 3 clusters Score -307436.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -307450.375000 Penalty: 2521.597168
	Iteration 27Q: 3 clusters Score -307450.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -307460.031250 Penalty: 2521.597168
	Iteration 28Q: 3 clusters Score -307460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -307469.062500 Penalty: 2521.597168
	Iteration 29Q: 3 clusters Score -307469.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -307476.343750 Penalty: 2521.597168
	Iteration 30Q: 3 clusters Score -307476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -307487.781250 Penalty: 2521.597168
	Iteration 31Q: 3 clusters Score -307487.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -307500.437500 Penalty: 2521.597168
	Iteration 32Q: 3 clusters Score -307500.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -307510.687500 Penalty: 2521.597168
	Iteration 33Q: 3 clusters Score -307510.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -307518.875000 Penalty: 2521.597168
	Iteration 34Q: 3 clusters Score -307518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -307525.718750 Penalty: 2521.597168
	Iteration 35Q: 3 clusters Score -307525.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -307528.718750 Penalty: 2521.597168
	Iteration 36Q: 3 clusters Score -307528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -307529.375000 Penalty: 2521.597168
	Iteration 37Q: 3 clusters Score -307529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -307530.093750 Penalty: 2521.597168
	Iteration 38Q: 3 clusters Score -307530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -307531.281250 Penalty: 2521.597168
	Iteration 39Q: 3 clusters Score -307531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -307531.468750 Penalty: 2521.597168
	Iteration 40F: 3 clusters Score -307531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -307532.437500 Penalty: 2521.597168
	Iteration 41Q: 3 clusters Score -307532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -307532.750000 Penalty: 2521.597168
	Iteration 42Q: 3 clusters Score -307532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -307533.250000 Penalty: 2521.597168
	Iteration 43Q: 3 clusters Score -307533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -307533.843750 Penalty: 2521.597168
	Iteration 44Q: 3 clusters Score -307533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -307533.843750 Penalty: 2521.597168
	Iteration 45F: 3 clusters Score -307533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Entering Unmasked Estep 
Score: -958428.500000 Penalty: 1451.505981
	Iteration 0F: 2 clusters Score -958428.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -952756.937500 Penalty: 2903.011963
	Iteration 0F: 3 clusters Score -952756.9 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -954417.187500 Penalty: 2903.011963
	Iteration 1F: 3 clusters Score -954417.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -954596.500000 Penalty: 2903.011963
	Iteration 2F: 3 clusters Score -954596.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -954730.562500 Penalty: 2903.011963
	Iteration 3Q: 3 clusters Score -954730.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -954849.062500 Penalty: 2903.011963
	Iteration 4Q: 3 clusters Score -954849.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -954975.625000 Penalty: 2903.011963
	Iteration 5Q: 3 clusters Score -954975.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -955089.187500 Penalty: 2903.011963
	Iteration 6Q: 3 clusters Score -955089.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -955221.250000 Penalty: 2903.011963
	Iteration 7Q: 3 clusters Score -955221.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -955403.250000 Penalty: 2903.011963
	Iteration 8Q: 3 clusters Score -955403.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -955636.750000 Penalty: 2903.011963
	Iteration 9Q: 3 clusters Score -955636.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -955890.875000 Penalty: 2903.011963
	Iteration 10F: 3 clusters Score -955890.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -956180.250000 Penalty: 2903.011963
	Iteration 11F: 3 clusters Score -956180.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -956481.500000 Penalty: 2903.011963
	Iteration 12Q: 3 clusters Score -956481.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -956759.875000 Penalty: 2903.011963
	Iteration 13Q: 3 clusters Score -956759.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -956953.562500 Penalty: 2903.011963
	Iteration 14Q: 3 clusters Score -956953.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -957084.875000 Penalty: 2903.011963
	Iteration 15Q: 3 clusters Score -957084.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -957156.937500 Penalty: 2903.011963
	Iteration 16Q: 3 clusters Score -957156.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -957203.812500 Penalty: 2903.011963
	Iteration 17Q: 3 clusters Score -957203.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -957226.625000 Penalty: 2903.011963
	Iteration 18Q: 3 clusters Score -957226.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -957245.687500 Penalty: 2903.011963
	Iteration 19Q: 3 clusters Score -957245.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -957260.125000 Penalty: 2903.011963
	Iteration 20F: 3 clusters Score -957260.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -957269.062500 Penalty: 2903.011963
	Iteration 21Q: 3 clusters Score -957269.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -957277.812500 Penalty: 2903.011963
	Iteration 22Q: 3 clusters Score -957277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -957281.625000 Penalty: 2903.011963
	Iteration 23Q: 3 clusters Score -957281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -957285.937500 Penalty: 2903.011963
	Iteration 24Q: 3 clusters Score -957285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -957285.875000 Penalty: 2903.011963
	Iteration 25Q: 3 clusters Score -957285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -957285.875000 Penalty: 2903.011963
	Iteration 26F: 3 clusters Score -957285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21786 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54760 members 
Mstep: Class 9 contains 29279 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117297 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61626 members 
Mstep: Class 17 contains 17602 members 
Mstep: Class 18 contains 16021 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939148.000000 Penalty: 50487.875000
Iteration 119Q: 25 clusters Score -5.393915e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21740 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54762 members 
Mstep: Class 9 contains 29279 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117330 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61626 members 
Mstep: Class 17 contains 17601 members 
Mstep: Class 18 contains 16031 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 7577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939240.000000 Penalty: 50487.875000
Iteration 120F: 25 clusters Score -5.393924e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54762 members 
Mstep: Class 9 contains 29278 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117348 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61627 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 16045 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939252.000000 Penalty: 50487.875000
Iteration 121Q: 25 clusters Score -5.393925e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21667 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54762 members 
Mstep: Class 9 contains 29279 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117370 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61627 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 16057 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939244.000000 Penalty: 50487.875000
Iteration 122Q: 25 clusters Score -5.393924e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21620 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29280 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7531 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117397 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61624 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 16077 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939256.000000 Penalty: 50487.875000
Iteration 123Q: 25 clusters Score -5.393926e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21563 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29285 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117434 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61623 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 16090 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 7585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939224.000000 Penalty: 50487.875000
Iteration 124Q: 25 clusters Score -5.393922e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21503 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29286 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117470 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61623 members 
Mstep: Class 17 contains 17599 members 
Mstep: Class 18 contains 16116 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 7585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939212.000000 Penalty: 50487.875000
Iteration 125Q: 25 clusters Score -5.393921e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21420 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29290 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117536 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61623 members 
Mstep: Class 17 contains 17596 members 
Mstep: Class 18 contains 16137 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 7581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939172.000000 Penalty: 50487.875000
Iteration 126Q: 25 clusters Score -5.393917e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21341 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29291 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117593 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61623 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16164 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 7577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939160.000000 Penalty: 50487.875000
Iteration 127Q: 25 clusters Score -5.393916e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21273 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29291 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117644 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61623 members 
Mstep: Class 17 contains 17594 members 
Mstep: Class 18 contains 16184 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939144.000000 Penalty: 50487.875000
Iteration 128Q: 25 clusters Score -5.393914e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21210 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29291 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117689 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61623 members 
Mstep: Class 17 contains 17594 members 
Mstep: Class 18 contains 16202 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 7570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939128.000000 Penalty: 50487.875000
Iteration 129Q: 25 clusters Score -5.393913e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29291 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117737 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61623 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16219 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939128.000000 Penalty: 50487.875000
Iteration 130Q: 25 clusters Score -5.393913e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21099 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29291 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117774 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16233 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939112.000000 Penalty: 50487.875000
Iteration 131Q: 25 clusters Score -5.393911e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29292 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117807 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16255 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939116.000000 Penalty: 50487.875000
Iteration 132Q: 25 clusters Score -5.393912e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20993 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29292 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117846 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16275 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 7563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939084.000000 Penalty: 50487.875000
Iteration 133Q: 25 clusters Score -5.393908e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20934 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29292 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117884 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16296 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939080.000000 Penalty: 50487.875000
Iteration 134Q: 25 clusters Score -5.393908e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117926 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16317 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939100.000000 Penalty: 50487.875000
Iteration 135Q: 25 clusters Score -5.39391e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20812 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 117974 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16334 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 7562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939104.000000 Penalty: 50487.875000
Iteration 136Q: 25 clusters Score -5.39391e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20755 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29295 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118014 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16348 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939104.000000 Penalty: 50487.875000
Iteration 137Q: 25 clusters Score -5.39391e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20703 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29296 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118045 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 16367 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939096.000000 Penalty: 50487.875000
Iteration 138Q: 25 clusters Score -5.39391e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20670 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29296 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118057 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17594 members 
Mstep: Class 18 contains 16384 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 7570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939072.000000 Penalty: 50487.875000
Iteration 139Q: 25 clusters Score -5.393907e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20635 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29298 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118064 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17594 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939084.000000 Penalty: 50487.875000
Iteration 140F: 25 clusters Score -5.393908e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20608 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29301 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118064 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17594 members 
Mstep: Class 18 contains 16428 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939132.000000 Penalty: 50487.875000
Iteration 141Q: 25 clusters Score -5.393913e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20575 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29302 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118071 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17592 members 
Mstep: Class 18 contains 16454 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939128.000000 Penalty: 50487.875000
Iteration 142Q: 25 clusters Score -5.393913e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20537 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29304 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118082 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17591 members 
Mstep: Class 18 contains 16480 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 7575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939180.000000 Penalty: 50487.875000
Iteration 143Q: 25 clusters Score -5.393918e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20505 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29303 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118099 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17590 members 
Mstep: Class 18 contains 16497 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 7576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939208.000000 Penalty: 50487.875000
Iteration 144Q: 25 clusters Score -5.393921e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20479 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29303 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118108 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17590 members 
Mstep: Class 18 contains 16513 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 7578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939184.000000 Penalty: 50487.875000
Iteration 145Q: 25 clusters Score -5.393918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20455 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29304 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118117 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17589 members 
Mstep: Class 18 contains 16528 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939188.000000 Penalty: 50487.875000
Iteration 146Q: 25 clusters Score -5.393919e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20428 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29305 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118134 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17588 members 
Mstep: Class 18 contains 16537 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2331 members 
Mstep: Class 24 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939184.000000 Penalty: 50487.875000
Iteration 147Q: 25 clusters Score -5.393918e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12241 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20406 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29307 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118151 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17589 members 
Mstep: Class 18 contains 16542 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2329 members 
Mstep: Class 24 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939184.000000 Penalty: 50487.875000
Iteration 148Q: 25 clusters Score -5.393918e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12241 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20380 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29306 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118171 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17589 members 
Mstep: Class 18 contains 16549 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2326 members 
Mstep: Class 24 contains 7585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939156.000000 Penalty: 50487.875000
Iteration 149Q: 25 clusters Score -5.393916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12241 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20361 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29306 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118186 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17589 members 
Mstep: Class 18 contains 16553 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2326 members 
Mstep: Class 24 contains 7585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939144.000000 Penalty: 50487.875000
Iteration 150Q: 25 clusters Score -5.393914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12241 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29306 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118205 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17589 members 
Mstep: Class 18 contains 16554 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 7585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939168.000000 Penalty: 50487.875000
Iteration 151Q: 25 clusters Score -5.393917e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20313 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29308 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118231 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17589 members 
Mstep: Class 18 contains 16554 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 7586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939160.000000 Penalty: 50487.875000
Iteration 152Q: 25 clusters Score -5.393916e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20294 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29308 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118248 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17589 members 
Mstep: Class 18 contains 16555 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 7589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939136.000000 Penalty: 50487.875000
Iteration 153Q: 25 clusters Score -5.393914e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20264 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29309 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118273 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 17590 members 
Mstep: Class 18 contains 16560 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 7588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939100.000000 Penalty: 50487.875000
Iteration 154Q: 25 clusters Score -5.39391e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12235 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29313 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118290 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61621 members 
Mstep: Class 17 contains 17591 members 
Mstep: Class 18 contains 16565 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939060.000000 Penalty: 50487.875000
Iteration 155Q: 25 clusters Score -5.393906e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12234 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20214 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29317 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118307 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61619 members 
Mstep: Class 17 contains 17591 members 
Mstep: Class 18 contains 16570 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939016.000000 Penalty: 50487.875000
Iteration 156Q: 25 clusters Score -5.393902e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20188 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29319 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118326 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 17592 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939064.000000 Penalty: 50487.875000
Iteration 157Q: 25 clusters Score -5.393906e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20150 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29320 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118353 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 17592 members 
Mstep: Class 18 contains 16585 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2326 members 
Mstep: Class 24 contains 7597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939088.000000 Penalty: 50487.875000
Iteration 158Q: 25 clusters Score -5.393909e+07 nChanged 60
Entering ConstructFrom: 
Score: -53939088.000000 Penalty: 50487.875000
Entering ConstructFrom: 
Trying to split cluster 1 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -85316.562500 Penalty: 1073.800171
	Iteration 0F: 2 clusters Score -85316.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84057.250000 Penalty: 2147.600342
	Iteration 0F: 3 clusters Score -84057.25 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84288.031250 Penalty: 2147.600342
	Iteration 1F: 3 clusters Score -84288.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84370.242188 Penalty: 2147.600342
	Iteration 2F: 3 clusters Score -84370.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84478.085938 Penalty: 2147.600342
	Iteration 3Q: 3 clusters Score -84478.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84570.093750 Penalty: 2147.600342
	Iteration 4F: 3 clusters Score -84570.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84636.851562 Penalty: 2147.600342
	Iteration 5Q: 3 clusters Score -84636.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84687.562500 Penalty: 2147.600342
	Iteration 6Q: 3 clusters Score -84687.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84713.914062 Penalty: 2147.600342
	Iteration 7Q: 3 clusters Score -84713.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84735.187500 Penalty: 2147.600342
	Iteration 8Q: 3 clusters Score -84735.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84774.625000 Penalty: 2147.600342
	Iteration 9Q: 3 clusters Score -84774.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84807.132812 Penalty: 2147.600342
	Iteration 10Q: 3 clusters Score -84807.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84831.914062 Penalty: 2147.600342
	Iteration 11Q: 3 clusters Score -84831.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84860.492188 Penalty: 2147.600342
	Iteration 12Q: 3 clusters Score -84860.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84882.734375 Penalty: 2147.600342
	Iteration 13Q: 3 clusters Score -84882.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84892.125000 Penalty: 2147.600342
	Iteration 14Q: 3 clusters Score -84892.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84897.484375 Penalty: 2147.600342
	Iteration 15Q: 3 clusters Score -84897.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84901.757812 Penalty: 2147.600342
	Iteration 16Q: 3 clusters Score -84901.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84905.750000 Penalty: 2147.600342
	Iteration 17F: 3 clusters Score -84905.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84910.257812 Penalty: 2147.600342
	Iteration 18Q: 3 clusters Score -84910.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84925.734375 Penalty: 2147.600342
	Iteration 19Q: 3 clusters Score -84925.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84947.484375 Penalty: 2147.600342
	Iteration 20F: 3 clusters Score -84947.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84962.304688 Penalty: 2147.600342
	Iteration 21Q: 3 clusters Score -84962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84980.648438 Penalty: 2147.600342
	Iteration 22Q: 3 clusters Score -84980.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84984.937500 Penalty: 2147.600342
	Iteration 23Q: 3 clusters Score -84984.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84984.937500 Penalty: 2147.600342
	Iteration 24F: 3 clusters Score -84984.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Entering Unmasked Estep 
Score: -1536741.250000 Penalty: 1529.419312
	Iteration 0F: 2 clusters Score -1536741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1528110.500000 Penalty: 3058.838623
	Iteration 0F: 3 clusters Score -1528110 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1530978.500000 Penalty: 3058.838623
	Iteration 1F: 3 clusters Score -1530978 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1531278.250000 Penalty: 3058.838623
	Iteration 2F: 3 clusters Score -1531278 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1531482.000000 Penalty: 3058.838623
	Iteration 3Q: 3 clusters Score -1531482 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1531649.250000 Penalty: 3058.838623
	Iteration 4Q: 3 clusters Score -1531649 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1531812.625000 Penalty: 3058.838623
	Iteration 5Q: 3 clusters Score -1531813 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1532010.125000 Penalty: 3058.838623
	Iteration 6Q: 3 clusters Score -1532010 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1532242.750000 Penalty: 3058.838623
	Iteration 7Q: 3 clusters Score -1532243 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1532499.375000 Penalty: 3058.838623
	Iteration 8Q: 3 clusters Score -1532499 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1532806.375000 Penalty: 3058.838623
	Iteration 9Q: 3 clusters Score -1532806 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1533195.625000 Penalty: 3058.838623
	Iteration 10Q: 3 clusters Score -1533196 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1533607.500000 Penalty: 3058.838623
	Iteration 11Q: 3 clusters Score -1533608 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1533986.875000 Penalty: 3058.838623
	Iteration 12Q: 3 clusters Score -1533987 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1534274.500000 Penalty: 3058.838623
	Iteration 13Q: 3 clusters Score -1534274 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1534471.500000 Penalty: 3058.838623
	Iteration 14Q: 3 clusters Score -1534472 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1534594.875000 Penalty: 3058.838623
	Iteration 15Q: 3 clusters Score -1534595 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1534682.375000 Penalty: 3058.838623
	Iteration 16Q: 3 clusters Score -1534682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1534729.375000 Penalty: 3058.838623
	Iteration 17Q: 3 clusters Score -1534729 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1534776.750000 Penalty: 3058.838623
	Iteration 18Q: 3 clusters Score -1534777 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1534841.750000 Penalty: 3058.838623
	Iteration 19Q: 3 clusters Score -1534842 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1534894.750000 Penalty: 3058.838623
	Iteration 20F: 3 clusters Score -1534895 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1534942.250000 Penalty: 3058.838623
	Iteration 21Q: 3 clusters Score -1534942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1534980.875000 Penalty: 3058.838623
	Iteration 22Q: 3 clusters Score -1534981 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1535009.250000 Penalty: 3058.838623
	Iteration 23Q: 3 clusters Score -1535009 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1535030.000000 Penalty: 3058.838623
	Iteration 24Q: 3 clusters Score -1535030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1535051.625000 Penalty: 3058.838623
	Iteration 25Q: 3 clusters Score -1535052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1535066.500000 Penalty: 3058.838623
	Iteration 26Q: 3 clusters Score -1535066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1535079.375000 Penalty: 3058.838623
	Iteration 27Q: 3 clusters Score -1535079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1535094.000000 Penalty: 3058.838623
	Iteration 28Q: 3 clusters Score -1535094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1535108.625000 Penalty: 3058.838623
	Iteration 29Q: 3 clusters Score -1535109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1535127.000000 Penalty: 3058.838623
	Iteration 30Q: 3 clusters Score -1535127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1535151.125000 Penalty: 3058.838623
	Iteration 31Q: 3 clusters Score -1535151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1535162.750000 Penalty: 3058.838623
	Iteration 32Q: 3 clusters Score -1535163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1535173.125000 Penalty: 3058.838623
	Iteration 33Q: 3 clusters Score -1535173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1535190.750000 Penalty: 3058.838623
	Iteration 34Q: 3 clusters Score -1535191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1535207.000000 Penalty: 3058.838623
	Iteration 35Q: 3 clusters Score -1535207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1535222.375000 Penalty: 3058.838623
	Iteration 36Q: 3 clusters Score -1535222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1535241.875000 Penalty: 3058.838623
	Iteration 37Q: 3 clusters Score -1535242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1535249.875000 Penalty: 3058.838623
	Iteration 38Q: 3 clusters Score -1535250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1535260.125000 Penalty: 3058.838623
	Iteration 39Q: 3 clusters Score -1535260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1535263.375000 Penalty: 3058.838623
	Iteration 40F: 3 clusters Score -1535263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1535272.125000 Penalty: 3058.838623
	Iteration 41Q: 3 clusters Score -1535272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1535282.125000 Penalty: 3058.838623
	Iteration 42Q: 3 clusters Score -1535282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1535294.500000 Penalty: 3058.838623
	Iteration 43Q: 3 clusters Score -1535294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1535299.375000 Penalty: 3058.838623
	Iteration 44Q: 3 clusters Score -1535299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1535312.625000 Penalty: 3058.838623
	Iteration 45Q: 3 clusters Score -1535313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1535327.125000 Penalty: 3058.838623
	Iteration 46Q: 3 clusters Score -1535327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1535337.875000 Penalty: 3058.838623
	Iteration 47Q: 3 clusters Score -1535338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1535347.750000 Penalty: 3058.838623
	Iteration 48Q: 3 clusters Score -1535348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1535356.375000 Penalty: 3058.838623
	Iteration 49Q: 3 clusters Score -1535356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1535361.125000 Penalty: 3058.838623
	Iteration 50Q: 3 clusters Score -1535361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1535367.000000 Penalty: 3058.838623
	Iteration 51Q: 3 clusters Score -1535367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1535371.625000 Penalty: 3058.838623
	Iteration 52Q: 3 clusters Score -1535372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1535375.875000 Penalty: 3058.838623
	Iteration 53Q: 3 clusters Score -1535376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1535382.625000 Penalty: 3058.838623
	Iteration 54Q: 3 clusters Score -1535383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1535385.375000 Penalty: 3058.838623
	Iteration 55Q: 3 clusters Score -1535385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1535391.875000 Penalty: 3058.838623
	Iteration 56Q: 3 clusters Score -1535392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1535395.125000 Penalty: 3058.838623
	Iteration 57Q: 3 clusters Score -1535395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1535396.375000 Penalty: 3058.838623
	Iteration 58Q: 3 clusters Score -1535396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1535397.000000 Penalty: 3058.838623
	Iteration 59Q: 3 clusters Score -1535397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1535397.000000 Penalty: 3058.838623
	Iteration 60F: 3 clusters Score -1535397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -135142.734375 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -135142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133617.515625 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -133617.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133909.562500 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -133909.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134020.953125 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -134021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134081.062500 Penalty: 2276.291504
	Iteration 3Q: 3 clusters Score -134081.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134134.843750 Penalty: 2276.291504
	Iteration 4Q: 3 clusters Score -134134.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134187.062500 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -134187.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134247.171875 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -134247.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134291.109375 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -134291.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134332.250000 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -134332.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134365.875000 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -134365.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134402.156250 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -134402.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134451.515625 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -134451.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134471.531250 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -134471.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134486.718750 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -134486.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134499.062500 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -134499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -134508.843750 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -134508.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -134525.125000 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -134525.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134534.937500 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -134534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134542.046875 Penalty: 2276.291504
	Iteration 18Q: 3 clusters Score -134542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134545.500000 Penalty: 2276.291504
	Iteration 19Q: 3 clusters Score -134545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134546.843750 Penalty: 2276.291504
	Iteration 20F: 3 clusters Score -134546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134547.734375 Penalty: 2276.291504
	Iteration 21Q: 3 clusters Score -134547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134550.593750 Penalty: 2276.291504
	Iteration 22Q: 3 clusters Score -134550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134556.937500 Penalty: 2276.291504
	Iteration 23Q: 3 clusters Score -134556.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134564.453125 Penalty: 2276.291504
	Iteration 24Q: 3 clusters Score -134564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134571.062500 Penalty: 2276.291504
	Iteration 25Q: 3 clusters Score -134571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134574.578125 Penalty: 2276.291504
	Iteration 26Q: 3 clusters Score -134574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134580.093750 Penalty: 2276.291504
	Iteration 27Q: 3 clusters Score -134580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134582.562500 Penalty: 2276.291504
	Iteration 28Q: 3 clusters Score -134582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134586.031250 Penalty: 2276.291504
	Iteration 29Q: 3 clusters Score -134586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134588.546875 Penalty: 2276.291504
	Iteration 30Q: 3 clusters Score -134588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134591.468750 Penalty: 2276.291504
	Iteration 31Q: 3 clusters Score -134591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134593.296875 Penalty: 2276.291504
	Iteration 32Q: 3 clusters Score -134593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134594.765625 Penalty: 2276.291504
	Iteration 33Q: 3 clusters Score -134594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134596.078125 Penalty: 2276.291504
	Iteration 34Q: 3 clusters Score -134596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134598.750000 Penalty: 2276.291504
	Iteration 35Q: 3 clusters Score -134598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134599.593750 Penalty: 2276.291504
	Iteration 36Q: 3 clusters Score -134599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134600.375000 Penalty: 2276.291504
	Iteration 37Q: 3 clusters Score -134600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134600.375000 Penalty: 2276.291504
	Iteration 38F: 3 clusters Score -134600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -208439.625000 Penalty: 1213.075928
	Iteration 0F: 2 clusters Score -208439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -206556.484375 Penalty: 2426.151855
	Iteration 0F: 3 clusters Score -206556.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -207073.734375 Penalty: 2426.151855
	Iteration 1F: 3 clusters Score -207073.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -207290.265625 Penalty: 2426.151855
	Iteration 2F: 3 clusters Score -207290.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -207522.703125 Penalty: 2426.151855
	Iteration 3F: 3 clusters Score -207522.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -207734.203125 Penalty: 2426.151855
	Iteration 4F: 3 clusters Score -207734.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -207925.000000 Penalty: 2426.151855
	Iteration 5F: 3 clusters Score -207925 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -208103.250000 Penalty: 2426.151855
	Iteration 6F: 3 clusters Score -208103.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -208209.468750 Penalty: 2426.151855
	Iteration 7Q: 3 clusters Score -208209.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -208277.500000 Penalty: 2426.151855
	Iteration 8Q: 3 clusters Score -208277.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -208324.718750 Penalty: 2426.151855
	Iteration 9Q: 3 clusters Score -208324.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -208351.343750 Penalty: 2426.151855
	Iteration 10Q: 3 clusters Score -208351.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -208364.187500 Penalty: 2426.151855
	Iteration 11Q: 3 clusters Score -208364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -208372.562500 Penalty: 2426.151855
	Iteration 12Q: 3 clusters Score -208372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -208377.140625 Penalty: 2426.151855
	Iteration 13Q: 3 clusters Score -208377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -208382.031250 Penalty: 2426.151855
	Iteration 14Q: 3 clusters Score -208382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -208382.031250 Penalty: 2426.151855
	Iteration 15F: 3 clusters Score -208382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Entering Unmasked Estep 
Score: -2634734.250000 Penalty: 1610.216187
	Iteration 0F: 2 clusters Score -2634734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2620979.000000 Penalty: 3220.432373
	Iteration 0F: 3 clusters Score -2620979 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2625887.250000 Penalty: 3220.432373
	Iteration 1F: 3 clusters Score -2625887 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2626182.750000 Penalty: 3220.432373
	Iteration 2Q: 3 clusters Score -2626183 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2626474.750000 Penalty: 3220.432373
	Iteration 3Q: 3 clusters Score -2626475 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2626802.250000 Penalty: 3220.432373
	Iteration 4Q: 3 clusters Score -2626802 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2627177.250000 Penalty: 3220.432373
	Iteration 5Q: 3 clusters Score -2627177 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2627768.750000 Penalty: 3220.432373
	Iteration 6F: 3 clusters Score -2627769 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2628670.250000 Penalty: 3220.432373
	Iteration 7F: 3 clusters Score -2628670 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2629821.000000 Penalty: 3220.432373
	Iteration 8F: 3 clusters Score -2629821 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2631033.000000 Penalty: 3220.432373
	Iteration 9F: 3 clusters Score -2631033 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2632030.500000 Penalty: 3220.432373
	Iteration 10F: 3 clusters Score -2632030 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2632696.250000 Penalty: 3220.432373
	Iteration 11Q: 3 clusters Score -2632696 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2633038.500000 Penalty: 3220.432373
	Iteration 12Q: 3 clusters Score -2633038 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2633209.250000 Penalty: 3220.432373
	Iteration 13Q: 3 clusters Score -2633209 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2633311.250000 Penalty: 3220.432373
	Iteration 14Q: 3 clusters Score -2633311 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2633390.250000 Penalty: 3220.432373
	Iteration 15Q: 3 clusters Score -2633390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2633434.250000 Penalty: 3220.432373
	Iteration 16Q: 3 clusters Score -2633434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2633489.250000 Penalty: 3220.432373
	Iteration 17Q: 3 clusters Score -2633489 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2633529.750000 Penalty: 3220.432373
	Iteration 18Q: 3 clusters Score -2633530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2633551.500000 Penalty: 3220.432373
	Iteration 19Q: 3 clusters Score -2633552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2633593.500000 Penalty: 3220.432373
	Iteration 20F: 3 clusters Score -2633594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2633647.500000 Penalty: 3220.432373
	Iteration 21Q: 3 clusters Score -2633648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2633694.000000 Penalty: 3220.432373
	Iteration 22Q: 3 clusters Score -2633694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2633719.750000 Penalty: 3220.432373
	Iteration 23Q: 3 clusters Score -2633720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2633746.750000 Penalty: 3220.432373
	Iteration 24Q: 3 clusters Score -2633747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2633777.500000 Penalty: 3220.432373
	Iteration 25Q: 3 clusters Score -2633778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2633794.000000 Penalty: 3220.432373
	Iteration 26Q: 3 clusters Score -2633794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2633816.500000 Penalty: 3220.432373
	Iteration 27Q: 3 clusters Score -2633816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2633831.250000 Penalty: 3220.432373
	Iteration 28Q: 3 clusters Score -2633831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2633852.250000 Penalty: 3220.432373
	Iteration 29Q: 3 clusters Score -2633852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2633879.500000 Penalty: 3220.432373
	Iteration 30Q: 3 clusters Score -2633880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2633891.250000 Penalty: 3220.432373
	Iteration 31Q: 3 clusters Score -2633891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2633891.500000 Penalty: 3220.432373
	Iteration 32Q: 3 clusters Score -2633892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2633902.250000 Penalty: 3220.432373
	Iteration 33Q: 3 clusters Score -2633902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2633909.500000 Penalty: 3220.432373
	Iteration 34Q: 3 clusters Score -2633910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2633912.500000 Penalty: 3220.432373
	Iteration 35Q: 3 clusters Score -2633912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2633918.750000 Penalty: 3220.432373
	Iteration 36Q: 3 clusters Score -2633919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2633926.000000 Penalty: 3220.432373
	Iteration 37Q: 3 clusters Score -2633926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2633936.000000 Penalty: 3220.432373
	Iteration 38Q: 3 clusters Score -2633936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2633945.500000 Penalty: 3220.432373
	Iteration 39Q: 3 clusters Score -2633946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2633951.750000 Penalty: 3220.432373
	Iteration 40F: 3 clusters Score -2633952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2633960.500000 Penalty: 3220.432373
	Iteration 41Q: 3 clusters Score -2633960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2633967.000000 Penalty: 3220.432373
	Iteration 42Q: 3 clusters Score -2633967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2633971.750000 Penalty: 3220.432373
	Iteration 43Q: 3 clusters Score -2633972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2633973.000000 Penalty: 3220.432373
	Iteration 44Q: 3 clusters Score -2633973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2633972.250000 Penalty: 3220.432373
	Iteration 45Q: 3 clusters Score -2633972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2633975.500000 Penalty: 3220.432373
	Iteration 46Q: 3 clusters Score -2633976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2633976.500000 Penalty: 3220.432373
	Iteration 47Q: 3 clusters Score -2633976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2633975.250000 Penalty: 3220.432373
	Iteration 48Q: 3 clusters Score -2633975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2633976.750000 Penalty: 3220.432373
	Iteration 49Q: 3 clusters Score -2633977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2633976.750000 Penalty: 3220.432373
	Iteration 50Q: 3 clusters Score -2633977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2633978.500000 Penalty: 3220.432373
	Iteration 51Q: 3 clusters Score -2633978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2633979.250000 Penalty: 3220.432373
	Iteration 52Q: 3 clusters Score -2633979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2633979.750000 Penalty: 3220.432373
	Iteration 53Q: 3 clusters Score -2633980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2633981.250000 Penalty: 3220.432373
	Iteration 54Q: 3 clusters Score -2633981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2633981.250000 Penalty: 3220.432373
	Iteration 55F: 3 clusters Score -2633981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Entering Unmasked Estep 
Score: -2753153.000000 Penalty: 1615.760376
	Iteration 0F: 2 clusters Score -2753153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2738924.000000 Penalty: 3231.520752
	Iteration 0F: 3 clusters Score -2738924 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2744254.500000 Penalty: 3231.520752
	Iteration 1F: 3 clusters Score -2744254 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2744584.000000 Penalty: 3231.520752
	Iteration 2Q: 3 clusters Score -2744584 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2744938.750000 Penalty: 3231.520752
	Iteration 3Q: 3 clusters Score -2744939 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2745376.000000 Penalty: 3231.520752
	Iteration 4Q: 3 clusters Score -2745376 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2745985.750000 Penalty: 3231.520752
	Iteration 5F: 3 clusters Score -2745986 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2746877.750000 Penalty: 3231.520752
	Iteration 6F: 3 clusters Score -2746878 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2748071.250000 Penalty: 3231.520752
	Iteration 7F: 3 clusters Score -2748071 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2749434.750000 Penalty: 3231.520752
	Iteration 8F: 3 clusters Score -2749435 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2750546.250000 Penalty: 3231.520752
	Iteration 9F: 3 clusters Score -2750546 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2751179.250000 Penalty: 3231.520752
	Iteration 10Q: 3 clusters Score -2751179 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2751467.750000 Penalty: 3231.520752
	Iteration 11Q: 3 clusters Score -2751468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2751584.500000 Penalty: 3231.520752
	Iteration 12Q: 3 clusters Score -2751584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2751642.750000 Penalty: 3231.520752
	Iteration 13Q: 3 clusters Score -2751643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2751668.750000 Penalty: 3231.520752
	Iteration 14Q: 3 clusters Score -2751669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2751690.000000 Penalty: 3231.520752
	Iteration 15Q: 3 clusters Score -2751690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2751701.250000 Penalty: 3231.520752
	Iteration 16Q: 3 clusters Score -2751701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2751711.000000 Penalty: 3231.520752
	Iteration 17Q: 3 clusters Score -2751711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2751722.750000 Penalty: 3231.520752
	Iteration 18Q: 3 clusters Score -2751723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2751730.750000 Penalty: 3231.520752
	Iteration 19Q: 3 clusters Score -2751731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2751735.500000 Penalty: 3231.520752
	Iteration 20F: 3 clusters Score -2751736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2751738.250000 Penalty: 3231.520752
	Iteration 21Q: 3 clusters Score -2751738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2751738.250000 Penalty: 3231.520752
	Iteration 22F: 3 clusters Score -2751738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Entering Unmasked Estep 
Score: -1146115.375000 Penalty: 1480.027954
	Iteration 0F: 2 clusters Score -1146115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1139602.625000 Penalty: 2960.055908
	Iteration 0F: 3 clusters Score -1139603 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1141636.000000 Penalty: 2960.055908
	Iteration 1F: 3 clusters Score -1141636 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1141824.125000 Penalty: 2960.055908
	Iteration 2F: 3 clusters Score -1141824 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1141967.500000 Penalty: 2960.055908
	Iteration 3Q: 3 clusters Score -1141968 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1142082.000000 Penalty: 2960.055908
	Iteration 4Q: 3 clusters Score -1142082 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1142193.500000 Penalty: 2960.055908
	Iteration 5Q: 3 clusters Score -1142194 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1142288.000000 Penalty: 2960.055908
	Iteration 6Q: 3 clusters Score -1142288 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1142373.375000 Penalty: 2960.055908
	Iteration 7Q: 3 clusters Score -1142373 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1142457.375000 Penalty: 2960.055908
	Iteration 8Q: 3 clusters Score -1142457 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1142549.000000 Penalty: 2960.055908
	Iteration 9Q: 3 clusters Score -1142549 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1142653.750000 Penalty: 2960.055908
	Iteration 10Q: 3 clusters Score -1142654 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1142773.625000 Penalty: 2960.055908
	Iteration 11Q: 3 clusters Score -1142774 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1142908.375000 Penalty: 2960.055908
	Iteration 12Q: 3 clusters Score -1142908 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1143066.500000 Penalty: 2960.055908
	Iteration 13Q: 3 clusters Score -1143066 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1143272.125000 Penalty: 2960.055908
	Iteration 14Q: 3 clusters Score -1143272 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1143535.375000 Penalty: 2960.055908
	Iteration 15Q: 3 clusters Score -1143535 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1143808.000000 Penalty: 2960.055908
	Iteration 16Q: 3 clusters Score -1143808 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1144054.500000 Penalty: 2960.055908
	Iteration 17Q: 3 clusters Score -1144054 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1144251.875000 Penalty: 2960.055908
	Iteration 18Q: 3 clusters Score -1144252 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1144415.625000 Penalty: 2960.055908
	Iteration 19Q: 3 clusters Score -1144416 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1144537.000000 Penalty: 2960.055908
	Iteration 20F: 3 clusters Score -1144537 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1144605.375000 Penalty: 2960.055908
	Iteration 21Q: 3 clusters Score -1144605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1144660.875000 Penalty: 2960.055908
	Iteration 22Q: 3 clusters Score -1144661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1144696.125000 Penalty: 2960.055908
	Iteration 23Q: 3 clusters Score -1144696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1144724.875000 Penalty: 2960.055908
	Iteration 24Q: 3 clusters Score -1144725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1144748.625000 Penalty: 2960.055908
	Iteration 25Q: 3 clusters Score -1144749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1144769.125000 Penalty: 2960.055908
	Iteration 26Q: 3 clusters Score -1144769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1144789.125000 Penalty: 2960.055908
	Iteration 27Q: 3 clusters Score -1144789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1144810.125000 Penalty: 2960.055908
	Iteration 28Q: 3 clusters Score -1144810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1144825.750000 Penalty: 2960.055908
	Iteration 29Q: 3 clusters Score -1144826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1144837.125000 Penalty: 2960.055908
	Iteration 30Q: 3 clusters Score -1144837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1144842.250000 Penalty: 2960.055908
	Iteration 31Q: 3 clusters Score -1144842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1144848.750000 Penalty: 2960.055908
	Iteration 32Q: 3 clusters Score -1144849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1144858.625000 Penalty: 2960.055908
	Iteration 33Q: 3 clusters Score -1144859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1144859.125000 Penalty: 2960.055908
	Iteration 34Q: 3 clusters Score -1144859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1144862.000000 Penalty: 2960.055908
	Iteration 35Q: 3 clusters Score -1144862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1144866.250000 Penalty: 2960.055908
	Iteration 36Q: 3 clusters Score -1144866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1144869.125000 Penalty: 2960.055908
	Iteration 37Q: 3 clusters Score -1144869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1144872.250000 Penalty: 2960.055908
	Iteration 38Q: 3 clusters Score -1144872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1144872.625000 Penalty: 2960.055908
	Iteration 39Q: 3 clusters Score -1144873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1144872.625000 Penalty: 2960.055908
	Iteration 40F: 3 clusters Score -1144873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Entering Unmasked Estep 
Score: -7208434.000000 Penalty: 1773.006104
	Iteration 0F: 2 clusters Score -7208434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -7171894.500000 Penalty: 3546.012207
	Iteration 0F: 3 clusters Score -7171894 nChanged 25882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -7186390.500000 Penalty: 3546.012207
	Iteration 1F: 3 clusters Score -7186390 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -7186844.500000 Penalty: 3546.012207
	Iteration 2Q: 3 clusters Score -7186844 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -7187576.000000 Penalty: 3546.012207
	Iteration 3Q: 3 clusters Score -7187576 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -7188712.500000 Penalty: 3546.012207
	Iteration 4Q: 3 clusters Score -7188712 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -7190554.500000 Penalty: 3546.012207
	Iteration 5F: 3 clusters Score -7190554 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7193377.000000 Penalty: 3546.012207
	Iteration 6F: 3 clusters Score -7193377 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -7197231.000000 Penalty: 3546.012207
	Iteration 7F: 3 clusters Score -7197231 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -7200927.500000 Penalty: 3546.012207
	Iteration 8F: 3 clusters Score -7200928 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -7203661.500000 Penalty: 3546.012207
	Iteration 9F: 3 clusters Score -7203662 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -7205297.000000 Penalty: 3546.012207
	Iteration 10Q: 3 clusters Score -7205297 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -7206200.500000 Penalty: 3546.012207
	Iteration 11Q: 3 clusters Score -7206200 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -7206567.000000 Penalty: 3546.012207
	Iteration 12Q: 3 clusters Score -7206567 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -7206688.500000 Penalty: 3546.012207
	Iteration 13Q: 3 clusters Score -7206688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -7206764.500000 Penalty: 3546.012207
	Iteration 14Q: 3 clusters Score -7206764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -7206809.500000 Penalty: 3546.012207
	Iteration 15Q: 3 clusters Score -7206810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -7206833.500000 Penalty: 3546.012207
	Iteration 16Q: 3 clusters Score -7206834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -7206853.000000 Penalty: 3546.012207
	Iteration 17Q: 3 clusters Score -7206853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -7206858.500000 Penalty: 3546.012207
	Iteration 18Q: 3 clusters Score -7206858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -7206858.500000 Penalty: 3546.012207
	Iteration 19Q: 3 clusters Score -7206858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -7206866.000000 Penalty: 3546.012207
	Iteration 20F: 3 clusters Score -7206866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -7206872.000000 Penalty: 3546.012207
	Iteration 21Q: 3 clusters Score -7206872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -7206884.500000 Penalty: 3546.012207
	Iteration 22Q: 3 clusters Score -7206884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -7206889.500000 Penalty: 3546.012207
	Iteration 23Q: 3 clusters Score -7206890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -7206888.000000 Penalty: 3546.012207
	Iteration 24Q: 3 clusters Score -7206888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -7206898.000000 Penalty: 3546.012207
	Iteration 25Q: 3 clusters Score -7206898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -7206897.500000 Penalty: 3546.012207
	Iteration 26Q: 3 clusters Score -7206898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -7206896.500000 Penalty: 3546.012207
	Iteration 27Q: 3 clusters Score -7206896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -7206902.500000 Penalty: 3546.012207
	Iteration 28Q: 3 clusters Score -7206902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -7206902.500000 Penalty: 3546.012207
	Iteration 29F: 3 clusters Score -7206902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Entering Unmasked Estep 
Score: -3859487.500000 Penalty: 1671.479126
	Iteration 0F: 2 clusters Score -3859488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3839701.000000 Penalty: 3342.958252
	Iteration 0F: 3 clusters Score -3839701 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3847104.500000 Penalty: 3342.958252
	Iteration 1F: 3 clusters Score -3847104 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3847411.000000 Penalty: 3342.958252
	Iteration 2Q: 3 clusters Score -3847411 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3847693.000000 Penalty: 3342.958252
	Iteration 3Q: 3 clusters Score -3847693 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3847944.500000 Penalty: 3342.958252
	Iteration 4Q: 3 clusters Score -3847944 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3848267.000000 Penalty: 3342.958252
	Iteration 5Q: 3 clusters Score -3848267 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3848637.500000 Penalty: 3342.958252
	Iteration 6Q: 3 clusters Score -3848638 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3849099.500000 Penalty: 3342.958252
	Iteration 7Q: 3 clusters Score -3849100 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3849623.500000 Penalty: 3342.958252
	Iteration 8Q: 3 clusters Score -3849624 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3850377.750000 Penalty: 3342.958252
	Iteration 9Q: 3 clusters Score -3850378 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3851286.500000 Penalty: 3342.958252
	Iteration 10F: 3 clusters Score -3851286 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3852466.000000 Penalty: 3342.958252
	Iteration 11F: 3 clusters Score -3852466 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3853750.750000 Penalty: 3342.958252
	Iteration 12F: 3 clusters Score -3853751 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3855018.750000 Penalty: 3342.958252
	Iteration 13F: 3 clusters Score -3855019 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3856105.500000 Penalty: 3342.958252
	Iteration 14Q: 3 clusters Score -3856106 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3856899.000000 Penalty: 3342.958252
	Iteration 15Q: 3 clusters Score -3856899 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3857384.500000 Penalty: 3342.958252
	Iteration 16Q: 3 clusters Score -3857384 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3857676.000000 Penalty: 3342.958252
	Iteration 17Q: 3 clusters Score -3857676 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3857842.500000 Penalty: 3342.958252
	Iteration 18Q: 3 clusters Score -3857842 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3857926.500000 Penalty: 3342.958252
	Iteration 19Q: 3 clusters Score -3857926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -3857963.250000 Penalty: 3342.958252
	Iteration 20F: 3 clusters Score -3857963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3857992.000000 Penalty: 3342.958252
	Iteration 21Q: 3 clusters Score -3857992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3858009.000000 Penalty: 3342.958252
	Iteration 22Q: 3 clusters Score -3858009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -3858017.250000 Penalty: 3342.958252
	Iteration 23Q: 3 clusters Score -3858017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3858025.250000 Penalty: 3342.958252
	Iteration 24Q: 3 clusters Score -3858025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3858031.500000 Penalty: 3342.958252
	Iteration 25Q: 3 clusters Score -3858032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3858038.500000 Penalty: 3342.958252
	Iteration 26Q: 3 clusters Score -3858038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3858047.250000 Penalty: 3342.958252
	Iteration 27Q: 3 clusters Score -3858047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3858053.750000 Penalty: 3342.958252
	Iteration 28Q: 3 clusters Score -3858054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3858052.000000 Penalty: 3342.958252
	Iteration 29Q: 3 clusters Score -3858052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3858049.500000 Penalty: 3342.958252
	Iteration 30Q: 3 clusters Score -3858050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3858052.250000 Penalty: 3342.958252
	Iteration 31Q: 3 clusters Score -3858052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3858055.250000 Penalty: 3342.958252
	Iteration 32Q: 3 clusters Score -3858055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3858058.000000 Penalty: 3342.958252
	Iteration 33Q: 3 clusters Score -3858058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3858056.000000 Penalty: 3342.958252
	Iteration 34Q: 3 clusters Score -3858056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3858056.000000 Penalty: 3342.958252
	Iteration 35Q: 3 clusters Score -3858056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3858059.000000 Penalty: 3342.958252
	Iteration 36Q: 3 clusters Score -3858059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3858061.000000 Penalty: 3342.958252
	Iteration 37Q: 3 clusters Score -3858061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3858062.750000 Penalty: 3342.958252
	Iteration 38Q: 3 clusters Score -3858063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3858063.000000 Penalty: 3342.958252
	Iteration 39Q: 3 clusters Score -3858063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3858065.250000 Penalty: 3342.958252
	Iteration 40F: 3 clusters Score -3858065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3858065.250000 Penalty: 3342.958252
	Iteration 41Q: 3 clusters Score -3858065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3858063.500000 Penalty: 3342.958252
	Iteration 42Q: 3 clusters Score -3858064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3858064.250000 Penalty: 3342.958252
	Iteration 43Q: 3 clusters Score -3858064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3858064.250000 Penalty: 3342.958252
	Iteration 44F: 3 clusters Score -3858064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -237834.031250 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -237834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -235871.625000 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -235871.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -236273.234375 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -236273.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236353.984375 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -236354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -236388.968750 Penalty: 2432.967041
	Iteration 3Q: 3 clusters Score -236389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -236415.375000 Penalty: 2432.967041
	Iteration 4Q: 3 clusters Score -236415.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236430.781250 Penalty: 2432.967041
	Iteration 5Q: 3 clusters Score -236430.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -236447.062500 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -236447.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -236464.421875 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -236464.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -236474.765625 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -236474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -236480.750000 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -236480.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236488.484375 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -236488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -236491.187500 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -236491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -236492.593750 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -236492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -236494.296875 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -236494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236494.359375 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -236494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236495.968750 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -236496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -236497.546875 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -236497.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -236501.828125 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -236501.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -236507.437500 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -236507.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -236513.765625 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -236513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -236516.218750 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -236516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -236516.453125 Penalty: 2432.967041
	Iteration 21Q: 3 clusters Score -236516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -236517.546875 Penalty: 2432.967041
	Iteration 22Q: 3 clusters Score -236517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -236518.656250 Penalty: 2432.967041
	Iteration 23Q: 3 clusters Score -236518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -236520.093750 Penalty: 2432.967041
	Iteration 24Q: 3 clusters Score -236520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -236521.328125 Penalty: 2432.967041
	Iteration 25Q: 3 clusters Score -236521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -236522.000000 Penalty: 2432.967041
	Iteration 26Q: 3 clusters Score -236522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -236523.359375 Penalty: 2432.967041
	Iteration 27Q: 3 clusters Score -236523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -236524.718750 Penalty: 2432.967041
	Iteration 28Q: 3 clusters Score -236524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -236526.156250 Penalty: 2432.967041
	Iteration 29Q: 3 clusters Score -236526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -236527.312500 Penalty: 2432.967041
	Iteration 30Q: 3 clusters Score -236527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -236529.453125 Penalty: 2432.967041
	Iteration 31Q: 3 clusters Score -236529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -236530.453125 Penalty: 2432.967041
	Iteration 32Q: 3 clusters Score -236530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -236531.500000 Penalty: 2432.967041
	Iteration 33Q: 3 clusters Score -236531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -236534.437500 Penalty: 2432.967041
	Iteration 34Q: 3 clusters Score -236534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -236535.968750 Penalty: 2432.967041
	Iteration 35Q: 3 clusters Score -236536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -236536.968750 Penalty: 2432.967041
	Iteration 36Q: 3 clusters Score -236537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -236537.921875 Penalty: 2432.967041
	Iteration 37Q: 3 clusters Score -236537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -236538.953125 Penalty: 2432.967041
	Iteration 38Q: 3 clusters Score -236539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -236539.218750 Penalty: 2432.967041
	Iteration 39Q: 3 clusters Score -236539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236539.593750 Penalty: 2432.967041
	Iteration 40F: 3 clusters Score -236539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Entering Unmasked Estep 
Score: -990450.062500 Penalty: 1450.559082
	Iteration 0F: 2 clusters Score -990450.1 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 3811 members 
Entering Unmasked Estep 
Score: -984897.062500 Penalty: 2901.118164
	Iteration 0F: 3 clusters Score -984897.1 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -986470.000000 Penalty: 2901.118164
	Iteration 1F: 3 clusters Score -986470 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -986656.562500 Penalty: 2901.118164
	Iteration 2F: 3 clusters Score -986656.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -986795.562500 Penalty: 2901.118164
	Iteration 3Q: 3 clusters Score -986795.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -986926.500000 Penalty: 2901.118164
	Iteration 4Q: 3 clusters Score -986926.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -987049.750000 Penalty: 2901.118164
	Iteration 5Q: 3 clusters Score -987049.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -987181.500000 Penalty: 2901.118164
	Iteration 6Q: 3 clusters Score -987181.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -987332.062500 Penalty: 2901.118164
	Iteration 7Q: 3 clusters Score -987332.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -987520.125000 Penalty: 2901.118164
	Iteration 8Q: 3 clusters Score -987520.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -987713.375000 Penalty: 2901.118164
	Iteration 9Q: 3 clusters Score -987713.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -987928.437500 Penalty: 2901.118164
	Iteration 10Q: 3 clusters Score -987928.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -988140.687500 Penalty: 2901.118164
	Iteration 11Q: 3 clusters Score -988140.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -988375.812500 Penalty: 2901.118164
	Iteration 12Q: 3 clusters Score -988375.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -988593.250000 Penalty: 2901.118164
	Iteration 13Q: 3 clusters Score -988593.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -988778.625000 Penalty: 2901.118164
	Iteration 14Q: 3 clusters Score -988778.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -988907.750000 Penalty: 2901.118164
	Iteration 15Q: 3 clusters Score -988907.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -988989.312500 Penalty: 2901.118164
	Iteration 16Q: 3 clusters Score -988989.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -989047.625000 Penalty: 2901.118164
	Iteration 17Q: 3 clusters Score -989047.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -989082.125000 Penalty: 2901.118164
	Iteration 18Q: 3 clusters Score -989082.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -989102.687500 Penalty: 2901.118164
	Iteration 19Q: 3 clusters Score -989102.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -989120.187500 Penalty: 2901.118164
	Iteration 20F: 3 clusters Score -989120.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -989139.500000 Penalty: 2901.118164
	Iteration 21Q: 3 clusters Score -989139.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -989150.687500 Penalty: 2901.118164
	Iteration 22Q: 3 clusters Score -989150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -989158.625000 Penalty: 2901.118164
	Iteration 23Q: 3 clusters Score -989158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -989167.187500 Penalty: 2901.118164
	Iteration 24Q: 3 clusters Score -989167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -989170.750000 Penalty: 2901.118164
	Iteration 25Q: 3 clusters Score -989170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -989175.812500 Penalty: 2901.118164
	Iteration 26Q: 3 clusters Score -989175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -989181.687500 Penalty: 2901.118164
	Iteration 27Q: 3 clusters Score -989181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -989185.000000 Penalty: 2901.118164
	Iteration 28Q: 3 clusters Score -989185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -989185.250000 Penalty: 2901.118164
	Iteration 29Q: 3 clusters Score -989185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -989185.250000 Penalty: 2901.118164
	Iteration 30F: 3 clusters Score -989185.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -20678.951172 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -20678.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20044.968750 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -20044.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20209.974609 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -20209.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20309.093750 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -20309.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20350.939453 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -20350.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20373.986328 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -20373.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20387.937500 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -20387.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20393.304688 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -20393.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20393.304688 Penalty: 1754.402954
	Iteration 7F: 3 clusters Score -20393.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (118377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118377 members 
Entering Unmasked Estep 
Score: -15589934.000000 Penalty: 1898.264893
	Iteration 0F: 2 clusters Score -1.558993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -15523326.000000 Penalty: 3796.529785
	Iteration 0F: 3 clusters Score -1.552333e+07 nChanged 56775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -15555868.000000 Penalty: 3796.529785
	Iteration 1F: 3 clusters Score -1.555587e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -15556485.000000 Penalty: 3796.529785
	Iteration 2Q: 3 clusters Score -1.555648e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -15557111.000000 Penalty: 3796.529785
	Iteration 3Q: 3 clusters Score -1.555711e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -15557665.000000 Penalty: 3796.529785
	Iteration 4Q: 3 clusters Score -1.555766e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -15558420.000000 Penalty: 3796.529785
	Iteration 5Q: 3 clusters Score -1.555842e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -15559509.000000 Penalty: 3796.529785
	Iteration 6Q: 3 clusters Score -1.555951e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -15560898.000000 Penalty: 3796.529785
	Iteration 7Q: 3 clusters Score -1.55609e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -15563443.000000 Penalty: 3796.529785
	Iteration 8Q: 3 clusters Score -1.556344e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -15567701.000000 Penalty: 3796.529785
	Iteration 9F: 3 clusters Score -1.55677e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -15573155.000000 Penalty: 3796.529785
	Iteration 10F: 3 clusters Score -1.557316e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -15577735.000000 Penalty: 3796.529785
	Iteration 11F: 3 clusters Score -1.557774e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -15579422.000000 Penalty: 3796.529785
	Iteration 12Q: 3 clusters Score -1.557942e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -15579766.000000 Penalty: 3796.529785
	Iteration 13Q: 3 clusters Score -1.557977e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -15579951.000000 Penalty: 3796.529785
	Iteration 14Q: 3 clusters Score -1.557995e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -15580199.000000 Penalty: 3796.529785
	Iteration 15Q: 3 clusters Score -1.55802e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -15580280.000000 Penalty: 3796.529785
	Iteration 16Q: 3 clusters Score -1.558028e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -15580436.000000 Penalty: 3796.529785
	Iteration 17Q: 3 clusters Score -1.558044e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -15580595.000000 Penalty: 3796.529785
	Iteration 18Q: 3 clusters Score -1.55806e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -15580739.000000 Penalty: 3796.529785
	Iteration 19Q: 3 clusters Score -1.558074e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -15580969.000000 Penalty: 3796.529785
	Iteration 20F: 3 clusters Score -1.558097e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -15581231.000000 Penalty: 3796.529785
	Iteration 21Q: 3 clusters Score -1.558123e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -15581328.000000 Penalty: 3796.529785
	Iteration 22Q: 3 clusters Score -1.558133e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -15581474.000000 Penalty: 3796.529785
	Iteration 23Q: 3 clusters Score -1.558147e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -15581678.000000 Penalty: 3796.529785
	Iteration 24Q: 3 clusters Score -1.558168e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -15581812.000000 Penalty: 3796.529785
	Iteration 25Q: 3 clusters Score -1.558181e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -15581946.000000 Penalty: 3796.529785
	Iteration 26Q: 3 clusters Score -1.558195e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -15582111.000000 Penalty: 3796.529785
	Iteration 27Q: 3 clusters Score -1.558211e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -15582306.000000 Penalty: 3796.529785
	Iteration 28Q: 3 clusters Score -1.558231e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -15582550.000000 Penalty: 3796.529785
	Iteration 29Q: 3 clusters Score -1.558255e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -15582709.000000 Penalty: 3796.529785
	Iteration 30Q: 3 clusters Score -1.558271e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -15582835.000000 Penalty: 3796.529785
	Iteration 31Q: 3 clusters Score -1.558284e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -15583022.000000 Penalty: 3796.529785
	Iteration 32Q: 3 clusters Score -1.558302e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -15583295.000000 Penalty: 3796.529785
	Iteration 33Q: 3 clusters Score -1.55833e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -15583437.000000 Penalty: 3796.529785
	Iteration 34Q: 3 clusters Score -1.558344e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -15583535.000000 Penalty: 3796.529785
	Iteration 35Q: 3 clusters Score -1.558354e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -15583650.000000 Penalty: 3796.529785
	Iteration 36Q: 3 clusters Score -1.558365e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -15583798.000000 Penalty: 3796.529785
	Iteration 37Q: 3 clusters Score -1.55838e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -15583899.000000 Penalty: 3796.529785
	Iteration 38Q: 3 clusters Score -1.55839e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -15584101.000000 Penalty: 3796.529785
	Iteration 39Q: 3 clusters Score -1.55841e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -15584311.000000 Penalty: 3796.529785
	Iteration 40F: 3 clusters Score -1.558431e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -15584460.000000 Penalty: 3796.529785
	Iteration 41Q: 3 clusters Score -1.558446e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -15584584.000000 Penalty: 3796.529785
	Iteration 42Q: 3 clusters Score -1.558458e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -15584664.000000 Penalty: 3796.529785
	Iteration 43Q: 3 clusters Score -1.558466e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -15584712.000000 Penalty: 3796.529785
	Iteration 44Q: 3 clusters Score -1.558471e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -15584781.000000 Penalty: 3796.529785
	Iteration 45Q: 3 clusters Score -1.558478e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -15584847.000000 Penalty: 3796.529785
	Iteration 46Q: 3 clusters Score -1.558485e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -15584907.000000 Penalty: 3796.529785
	Iteration 47Q: 3 clusters Score -1.558491e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -15585008.000000 Penalty: 3796.529785
	Iteration 48Q: 3 clusters Score -1.558501e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -15585103.000000 Penalty: 3796.529785
	Iteration 49Q: 3 clusters Score -1.55851e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -15585232.000000 Penalty: 3796.529785
	Iteration 50Q: 3 clusters Score -1.558523e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -15585266.000000 Penalty: 3796.529785
	Iteration 51Q: 3 clusters Score -1.558527e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -15585322.000000 Penalty: 3796.529785
	Iteration 52Q: 3 clusters Score -1.558532e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -15585378.000000 Penalty: 3796.529785
	Iteration 53Q: 3 clusters Score -1.558538e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -15585369.000000 Penalty: 3796.529785
	Iteration 54Q: 3 clusters Score -1.558537e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -15585378.000000 Penalty: 3796.529785
	Iteration 55Q: 3 clusters Score -1.558538e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -15585366.000000 Penalty: 3796.529785
	Iteration 56Q: 3 clusters Score -1.558537e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -15585373.000000 Penalty: 3796.529785
	Iteration 57Q: 3 clusters Score -1.558537e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -15585418.000000 Penalty: 3796.529785
	Iteration 58Q: 3 clusters Score -1.558542e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -15585443.000000 Penalty: 3796.529785
	Iteration 59Q: 3 clusters Score -1.558544e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -15585488.000000 Penalty: 3796.529785
	Iteration 60F: 3 clusters Score -1.558549e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -15585508.000000 Penalty: 3796.529785
	Iteration 61Q: 3 clusters Score -1.558551e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -15585530.000000 Penalty: 3796.529785
	Iteration 62Q: 3 clusters Score -1.558553e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -15585518.000000 Penalty: 3796.529785
	Iteration 63Q: 3 clusters Score -1.558552e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -15585529.000000 Penalty: 3796.529785
	Iteration 64Q: 3 clusters Score -1.558553e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -15585556.000000 Penalty: 3796.529785
	Iteration 65Q: 3 clusters Score -1.558556e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -15585551.000000 Penalty: 3796.529785
	Iteration 66Q: 3 clusters Score -1.558555e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -15585546.000000 Penalty: 3796.529785
	Iteration 67Q: 3 clusters Score -1.558555e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -15585574.000000 Penalty: 3796.529785
	Iteration 68Q: 3 clusters Score -1.558557e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -15585591.000000 Penalty: 3796.529785
	Iteration 69Q: 3 clusters Score -1.558559e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -15585596.000000 Penalty: 3796.529785
	Iteration 70Q: 3 clusters Score -1.55856e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -15585593.000000 Penalty: 3796.529785
	Iteration 71Q: 3 clusters Score -1.558559e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -15585583.000000 Penalty: 3796.529785
	Iteration 72Q: 3 clusters Score -1.558558e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -15585589.000000 Penalty: 3796.529785
	Iteration 73Q: 3 clusters Score -1.558559e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -15585583.000000 Penalty: 3796.529785
	Iteration 74Q: 3 clusters Score -1.558558e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -15585590.000000 Penalty: 3796.529785
	Iteration 75Q: 3 clusters Score -1.558559e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -15585592.000000 Penalty: 3796.529785
	Iteration 76Q: 3 clusters Score -1.558559e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -15585607.000000 Penalty: 3796.529785
	Iteration 77Q: 3 clusters Score -1.558561e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -15585623.000000 Penalty: 3796.529785
	Iteration 78Q: 3 clusters Score -1.558562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -15585625.000000 Penalty: 3796.529785
	Iteration 79Q: 3 clusters Score -1.558562e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -15585604.000000 Penalty: 3796.529785
	Iteration 80F: 3 clusters Score -1.55856e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -15585614.000000 Penalty: 3796.529785
	Iteration 81Q: 3 clusters Score -1.558561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -15585631.000000 Penalty: 3796.529785
	Iteration 82Q: 3 clusters Score -1.558563e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -15585627.000000 Penalty: 3796.529785
	Iteration 83Q: 3 clusters Score -1.558563e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -15585619.000000 Penalty: 3796.529785
	Iteration 84Q: 3 clusters Score -1.558562e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -15585648.000000 Penalty: 3796.529785
	Iteration 85Q: 3 clusters Score -1.558565e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -15585643.000000 Penalty: 3796.529785
	Iteration 86Q: 3 clusters Score -1.558564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -15585636.000000 Penalty: 3796.529785
	Iteration 87Q: 3 clusters Score -1.558564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -15585629.000000 Penalty: 3796.529785
	Iteration 88Q: 3 clusters Score -1.558563e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -15585638.000000 Penalty: 3796.529785
	Iteration 89Q: 3 clusters Score -1.558564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -15585660.000000 Penalty: 3796.529785
	Iteration 90Q: 3 clusters Score -1.558566e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -15585671.000000 Penalty: 3796.529785
	Iteration 91Q: 3 clusters Score -1.558567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -15585680.000000 Penalty: 3796.529785
	Iteration 92Q: 3 clusters Score -1.558568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -15585676.000000 Penalty: 3796.529785
	Iteration 93Q: 3 clusters Score -1.558568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -15585680.000000 Penalty: 3796.529785
	Iteration 94Q: 3 clusters Score -1.558568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -15585691.000000 Penalty: 3796.529785
	Iteration 95Q: 3 clusters Score -1.558569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -15585698.000000 Penalty: 3796.529785
	Iteration 96Q: 3 clusters Score -1.55857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -15585698.000000 Penalty: 3796.529785
	Iteration 97Q: 3 clusters Score -1.55857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -15585714.000000 Penalty: 3796.529785
	Iteration 98Q: 3 clusters Score -1.558571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -15585707.000000 Penalty: 3796.529785
	Iteration 99Q: 3 clusters Score -1.558571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -15585702.000000 Penalty: 3796.529785
	Iteration 100F: 3 clusters Score -1.55857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -15585716.000000 Penalty: 3796.529785
	Iteration 101Q: 3 clusters Score -1.558572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -15585727.000000 Penalty: 3796.529785
	Iteration 102Q: 3 clusters Score -1.558573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -15585725.000000 Penalty: 3796.529785
	Iteration 103Q: 3 clusters Score -1.558572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -15585727.000000 Penalty: 3796.529785
	Iteration 104Q: 3 clusters Score -1.558573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -15585735.000000 Penalty: 3796.529785
	Iteration 105Q: 3 clusters Score -1.558574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -15585733.000000 Penalty: 3796.529785
	Iteration 106Q: 3 clusters Score -1.558573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -15585738.000000 Penalty: 3796.529785
	Iteration 107Q: 3 clusters Score -1.558574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -15585739.000000 Penalty: 3796.529785
	Iteration 108Q: 3 clusters Score -1.558574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -15585746.000000 Penalty: 3796.529785
	Iteration 109Q: 3 clusters Score -1.558575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -15585760.000000 Penalty: 3796.529785
	Iteration 110Q: 3 clusters Score -1.558576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -15585746.000000 Penalty: 3796.529785
	Iteration 111Q: 3 clusters Score -1.558575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -15585744.000000 Penalty: 3796.529785
	Iteration 112Q: 3 clusters Score -1.558574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -15585743.000000 Penalty: 3796.529785
	Iteration 113Q: 3 clusters Score -1.558574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -15585742.000000 Penalty: 3796.529785
	Iteration 114Q: 3 clusters Score -1.558574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -15585748.000000 Penalty: 3796.529785
	Iteration 115Q: 3 clusters Score -1.558575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -15585750.000000 Penalty: 3796.529785
	Iteration 116Q: 3 clusters Score -1.558575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -15585752.000000 Penalty: 3796.529785
	Iteration 117Q: 3 clusters Score -1.558575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -15585752.000000 Penalty: 3796.529785
	Iteration 118F: 3 clusters Score -1.558575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -36598.488281 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -36598.49 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 166 members 
Entering Unmasked Estep 
Score: -35756.023438 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -35756.02 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35883.527344 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -35883.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35924.335938 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -35924.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35933.675781 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -35933.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35940.773438 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -35940.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35947.261719 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -35947.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35962.640625 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -35962.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35969.945312 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -35969.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35971.000000 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -35971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35971.000000 Penalty: 1898.208496
	Iteration 9F: 3 clusters Score -35971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -124740.898438 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -124740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123260.773438 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -123260.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123553.250000 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -123553.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123663.281250 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -123663.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -123723.515625 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -123723.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -123758.140625 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -123758.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123783.710938 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -123783.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -123800.585938 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -123800.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123810.062500 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -123810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123815.929688 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -123815.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123821.492188 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -123821.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -123826.328125 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -123826.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123832.718750 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -123832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123835.828125 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -123835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123837.242188 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -123837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123838.898438 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -123838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123839.234375 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -123839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123840.015625 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -123840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123842.109375 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -123842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123842.734375 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -123842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123848.609375 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -123848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123852.718750 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -123852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123854.195312 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -123854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123857.085938 Penalty: 2268.826904
	Iteration 22Q: 3 clusters Score -123857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123857.476562 Penalty: 2268.826904
	Iteration 23Q: 3 clusters Score -123857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123858.007812 Penalty: 2268.826904
	Iteration 24Q: 3 clusters Score -123858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123858.007812 Penalty: 2268.826904
	Iteration 25F: 3 clusters Score -123858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Entering Unmasked Estep 
Score: -8137662.000000 Penalty: 1792.165283
	Iteration 0F: 2 clusters Score -8137662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -8097025.500000 Penalty: 3584.330566
	Iteration 0F: 3 clusters Score -8097026 nChanged 29149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -8113431.500000 Penalty: 3584.330566
	Iteration 1F: 3 clusters Score -8113432 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -8114075.500000 Penalty: 3584.330566
	Iteration 2Q: 3 clusters Score -8114076 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -8114868.000000 Penalty: 3584.330566
	Iteration 3Q: 3 clusters Score -8114868 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -8115964.000000 Penalty: 3584.330566
	Iteration 4Q: 3 clusters Score -8115964 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -8117459.500000 Penalty: 3584.330566
	Iteration 5Q: 3 clusters Score -8117460 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -8119380.500000 Penalty: 3584.330566
	Iteration 6F: 3 clusters Score -8119380 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -8121706.500000 Penalty: 3584.330566
	Iteration 7F: 3 clusters Score -8121706 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8124272.500000 Penalty: 3584.330566
	Iteration 8F: 3 clusters Score -8124272 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -8126891.000000 Penalty: 3584.330566
	Iteration 9F: 3 clusters Score -8126891 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -8129356.000000 Penalty: 3584.330566
	Iteration 10F: 3 clusters Score -8129356 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -8131542.500000 Penalty: 3584.330566
	Iteration 11F: 3 clusters Score -8131542 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -8133227.500000 Penalty: 3584.330566
	Iteration 12Q: 3 clusters Score -8133228 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -8134384.000000 Penalty: 3584.330566
	Iteration 13Q: 3 clusters Score -8134384 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -8135112.000000 Penalty: 3584.330566
	Iteration 14Q: 3 clusters Score -8135112 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -8135515.500000 Penalty: 3584.330566
	Iteration 15Q: 3 clusters Score -8135516 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -8135718.000000 Penalty: 3584.330566
	Iteration 16Q: 3 clusters Score -8135718 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -8135872.500000 Penalty: 3584.330566
	Iteration 17Q: 3 clusters Score -8135872 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -8135968.000000 Penalty: 3584.330566
	Iteration 18Q: 3 clusters Score -8135968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -8136040.000000 Penalty: 3584.330566
	Iteration 19Q: 3 clusters Score -8136040 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -8136081.000000 Penalty: 3584.330566
	Iteration 20F: 3 clusters Score -8136081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -8136111.500000 Penalty: 3584.330566
	Iteration 21Q: 3 clusters Score -8136112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -8136131.000000 Penalty: 3584.330566
	Iteration 22Q: 3 clusters Score -8136131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -8136138.500000 Penalty: 3584.330566
	Iteration 23Q: 3 clusters Score -8136138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -8136151.500000 Penalty: 3584.330566
	Iteration 24Q: 3 clusters Score -8136152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 61103 members 
Entering Unmasked Estep 
Score: -8136181.500000 Penalty: 3584.330566
	Iteration 25Q: 3 clusters Score -8136182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -8136186.500000 Penalty: 3584.330566
	Iteration 26Q: 3 clusters Score -8136186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -8136190.500000 Penalty: 3584.330566
	Iteration 27Q: 3 clusters Score -8136190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -8136196.000000 Penalty: 3584.330566
	Iteration 28Q: 3 clusters Score -8136196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -8136209.500000 Penalty: 3584.330566
	Iteration 29Q: 3 clusters Score -8136210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -8136221.000000 Penalty: 3584.330566
	Iteration 30Q: 3 clusters Score -8136221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -8136230.500000 Penalty: 3584.330566
	Iteration 31Q: 3 clusters Score -8136230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -8136236.000000 Penalty: 3584.330566
	Iteration 32Q: 3 clusters Score -8136236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -8136237.000000 Penalty: 3584.330566
	Iteration 33Q: 3 clusters Score -8136237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -8136238.000000 Penalty: 3584.330566
	Iteration 34Q: 3 clusters Score -8136238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -8136243.000000 Penalty: 3584.330566
	Iteration 35Q: 3 clusters Score -8136243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -8136243.000000 Penalty: 3584.330566
	Iteration 36Q: 3 clusters Score -8136243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -8136243.500000 Penalty: 3584.330566
	Iteration 37Q: 3 clusters Score -8136244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -8136243.500000 Penalty: 3584.330566
	Iteration 38Q: 3 clusters Score -8136244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -8136243.500000 Penalty: 3584.330566
	Iteration 39F: 3 clusters Score -8136244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Entering Unmasked Estep 
Score: -2325572.000000 Penalty: 1588.469971
	Iteration 0F: 2 clusters Score -2325572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2313643.500000 Penalty: 3176.939941
	Iteration 0F: 3 clusters Score -2313644 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2317781.000000 Penalty: 3176.939941
	Iteration 1F: 3 clusters Score -2317781 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2318124.750000 Penalty: 3176.939941
	Iteration 2F: 3 clusters Score -2318125 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2318440.750000 Penalty: 3176.939941
	Iteration 3Q: 3 clusters Score -2318441 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2318723.750000 Penalty: 3176.939941
	Iteration 4Q: 3 clusters Score -2318724 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2319031.500000 Penalty: 3176.939941
	Iteration 5Q: 3 clusters Score -2319032 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2319366.250000 Penalty: 3176.939941
	Iteration 6Q: 3 clusters Score -2319366 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2319781.500000 Penalty: 3176.939941
	Iteration 7Q: 3 clusters Score -2319782 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2320309.250000 Penalty: 3176.939941
	Iteration 8F: 3 clusters Score -2320309 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2320858.000000 Penalty: 3176.939941
	Iteration 9F: 3 clusters Score -2320858 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2321356.250000 Penalty: 3176.939941
	Iteration 10Q: 3 clusters Score -2321356 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2321824.000000 Penalty: 3176.939941
	Iteration 11Q: 3 clusters Score -2321824 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2322218.000000 Penalty: 3176.939941
	Iteration 12Q: 3 clusters Score -2322218 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2322596.500000 Penalty: 3176.939941
	Iteration 13Q: 3 clusters Score -2322596 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2322947.500000 Penalty: 3176.939941
	Iteration 14Q: 3 clusters Score -2322948 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2323276.250000 Penalty: 3176.939941
	Iteration 15Q: 3 clusters Score -2323276 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2323528.500000 Penalty: 3176.939941
	Iteration 16Q: 3 clusters Score -2323528 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2323747.250000 Penalty: 3176.939941
	Iteration 17Q: 3 clusters Score -2323747 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2323891.250000 Penalty: 3176.939941
	Iteration 18Q: 3 clusters Score -2323891 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2323987.250000 Penalty: 3176.939941
	Iteration 19Q: 3 clusters Score -2323987 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2324054.500000 Penalty: 3176.939941
	Iteration 20F: 3 clusters Score -2324054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2324102.500000 Penalty: 3176.939941
	Iteration 21Q: 3 clusters Score -2324102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2324139.000000 Penalty: 3176.939941
	Iteration 22Q: 3 clusters Score -2324139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2324157.250000 Penalty: 3176.939941
	Iteration 23Q: 3 clusters Score -2324157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2324161.500000 Penalty: 3176.939941
	Iteration 24Q: 3 clusters Score -2324162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2324167.750000 Penalty: 3176.939941
	Iteration 25Q: 3 clusters Score -2324168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2324182.750000 Penalty: 3176.939941
	Iteration 26Q: 3 clusters Score -2324183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2324185.000000 Penalty: 3176.939941
	Iteration 27Q: 3 clusters Score -2324185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2324185.500000 Penalty: 3176.939941
	Iteration 28Q: 3 clusters Score -2324186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2324186.750000 Penalty: 3176.939941
	Iteration 29Q: 3 clusters Score -2324187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2324187.000000 Penalty: 3176.939941
	Iteration 30Q: 3 clusters Score -2324187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2324189.500000 Penalty: 3176.939941
	Iteration 31Q: 3 clusters Score -2324190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2324189.500000 Penalty: 3176.939941
	Iteration 32F: 3 clusters Score -2324190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Entering Unmasked Estep 
Score: -2203295.250000 Penalty: 1579.018555
	Iteration 0F: 2 clusters Score -2203295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2192036.250000 Penalty: 3158.037109
	Iteration 0F: 3 clusters Score -2192036 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2195925.000000 Penalty: 3158.037109
	Iteration 1F: 3 clusters Score -2195925 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2196189.250000 Penalty: 3158.037109
	Iteration 2Q: 3 clusters Score -2196189 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2196368.750000 Penalty: 3158.037109
	Iteration 3Q: 3 clusters Score -2196369 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2196520.000000 Penalty: 3158.037109
	Iteration 4Q: 3 clusters Score -2196520 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2196627.750000 Penalty: 3158.037109
	Iteration 5Q: 3 clusters Score -2196628 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2196720.750000 Penalty: 3158.037109
	Iteration 6Q: 3 clusters Score -2196721 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2196836.750000 Penalty: 3158.037109
	Iteration 7Q: 3 clusters Score -2196837 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2196955.250000 Penalty: 3158.037109
	Iteration 8Q: 3 clusters Score -2196955 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2197078.750000 Penalty: 3158.037109
	Iteration 9Q: 3 clusters Score -2197079 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2197251.500000 Penalty: 3158.037109
	Iteration 10Q: 3 clusters Score -2197252 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2197484.250000 Penalty: 3158.037109
	Iteration 11Q: 3 clusters Score -2197484 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2197790.500000 Penalty: 3158.037109
	Iteration 12Q: 3 clusters Score -2197790 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2198158.750000 Penalty: 3158.037109
	Iteration 13Q: 3 clusters Score -2198159 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2198557.500000 Penalty: 3158.037109
	Iteration 14Q: 3 clusters Score -2198558 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2198979.250000 Penalty: 3158.037109
	Iteration 15Q: 3 clusters Score -2198979 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2199394.500000 Penalty: 3158.037109
	Iteration 16Q: 3 clusters Score -2199394 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2199714.000000 Penalty: 3158.037109
	Iteration 17Q: 3 clusters Score -2199714 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2200002.000000 Penalty: 3158.037109
	Iteration 18Q: 3 clusters Score -2200002 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2200222.250000 Penalty: 3158.037109
	Iteration 19Q: 3 clusters Score -2200222 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2200404.250000 Penalty: 3158.037109
	Iteration 20F: 3 clusters Score -2200404 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2200606.500000 Penalty: 3158.037109
	Iteration 21Q: 3 clusters Score -2200606 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2200782.250000 Penalty: 3158.037109
	Iteration 22Q: 3 clusters Score -2200782 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2200945.500000 Penalty: 3158.037109
	Iteration 23Q: 3 clusters Score -2200946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2201118.250000 Penalty: 3158.037109
	Iteration 24Q: 3 clusters Score -2201118 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2201292.500000 Penalty: 3158.037109
	Iteration 25Q: 3 clusters Score -2201292 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2201434.000000 Penalty: 3158.037109
	Iteration 26Q: 3 clusters Score -2201434 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2201559.250000 Penalty: 3158.037109
	Iteration 27Q: 3 clusters Score -2201559 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2201647.750000 Penalty: 3158.037109
	Iteration 28Q: 3 clusters Score -2201648 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2201708.500000 Penalty: 3158.037109
	Iteration 29Q: 3 clusters Score -2201708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2201762.750000 Penalty: 3158.037109
	Iteration 30Q: 3 clusters Score -2201763 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2201803.250000 Penalty: 3158.037109
	Iteration 31Q: 3 clusters Score -2201803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2201833.500000 Penalty: 3158.037109
	Iteration 32Q: 3 clusters Score -2201834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2201858.750000 Penalty: 3158.037109
	Iteration 33Q: 3 clusters Score -2201859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2201875.000000 Penalty: 3158.037109
	Iteration 34Q: 3 clusters Score -2201875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2201896.750000 Penalty: 3158.037109
	Iteration 35Q: 3 clusters Score -2201897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2201908.000000 Penalty: 3158.037109
	Iteration 36Q: 3 clusters Score -2201908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2201918.750000 Penalty: 3158.037109
	Iteration 37Q: 3 clusters Score -2201919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2201923.750000 Penalty: 3158.037109
	Iteration 38Q: 3 clusters Score -2201924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2201931.500000 Penalty: 3158.037109
	Iteration 39Q: 3 clusters Score -2201932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2201937.250000 Penalty: 3158.037109
	Iteration 40F: 3 clusters Score -2201937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2201947.500000 Penalty: 3158.037109
	Iteration 41Q: 3 clusters Score -2201948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2201950.500000 Penalty: 3158.037109
	Iteration 42Q: 3 clusters Score -2201950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2201951.000000 Penalty: 3158.037109
	Iteration 43Q: 3 clusters Score -2201951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2201957.000000 Penalty: 3158.037109
	Iteration 44Q: 3 clusters Score -2201957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2201955.500000 Penalty: 3158.037109
	Iteration 45Q: 3 clusters Score -2201956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2201958.500000 Penalty: 3158.037109
	Iteration 46Q: 3 clusters Score -2201958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2201958.750000 Penalty: 3158.037109
	Iteration 47Q: 3 clusters Score -2201959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2201960.250000 Penalty: 3158.037109
	Iteration 48Q: 3 clusters Score -2201960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2201961.250000 Penalty: 3158.037109
	Iteration 49Q: 3 clusters Score -2201961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2201963.000000 Penalty: 3158.037109
	Iteration 50Q: 3 clusters Score -2201963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2201963.000000 Penalty: 3158.037109
	Iteration 51F: 3 clusters Score -2201963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -1676828.500000 Penalty: 1535.482300
	Iteration 0F: 2 clusters Score -1676828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1667888.625000 Penalty: 3070.964600
	Iteration 0F: 3 clusters Score -1667889 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1670862.875000 Penalty: 3070.964600
	Iteration 1F: 3 clusters Score -1670863 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1671112.250000 Penalty: 3070.964600
	Iteration 2F: 3 clusters Score -1671112 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1671320.750000 Penalty: 3070.964600
	Iteration 3Q: 3 clusters Score -1671321 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1671515.500000 Penalty: 3070.964600
	Iteration 4Q: 3 clusters Score -1671516 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1671787.125000 Penalty: 3070.964600
	Iteration 5Q: 3 clusters Score -1671787 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1672143.000000 Penalty: 3070.964600
	Iteration 6F: 3 clusters Score -1672143 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1672636.750000 Penalty: 3070.964600
	Iteration 7F: 3 clusters Score -1672637 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1673276.875000 Penalty: 3070.964600
	Iteration 8F: 3 clusters Score -1673277 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1673955.250000 Penalty: 3070.964600
	Iteration 9F: 3 clusters Score -1673955 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1674568.875000 Penalty: 3070.964600
	Iteration 10F: 3 clusters Score -1674569 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1675001.000000 Penalty: 3070.964600
	Iteration 11Q: 3 clusters Score -1675001 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1675213.375000 Penalty: 3070.964600
	Iteration 12Q: 3 clusters Score -1675213 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1675337.500000 Penalty: 3070.964600
	Iteration 13Q: 3 clusters Score -1675338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1675407.625000 Penalty: 3070.964600
	Iteration 14Q: 3 clusters Score -1675408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1675444.375000 Penalty: 3070.964600
	Iteration 15Q: 3 clusters Score -1675444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1675462.875000 Penalty: 3070.964600
	Iteration 16Q: 3 clusters Score -1675463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1675480.250000 Penalty: 3070.964600
	Iteration 17Q: 3 clusters Score -1675480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1675490.750000 Penalty: 3070.964600
	Iteration 18Q: 3 clusters Score -1675491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1675492.250000 Penalty: 3070.964600
	Iteration 19Q: 3 clusters Score -1675492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1675493.125000 Penalty: 3070.964600
	Iteration 20F: 3 clusters Score -1675493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -247981.484375 Penalty: 1235.146606
	Iteration 0F: 2 clusters Score -247981.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -245836.921875 Penalty: 2470.293213
	Iteration 0F: 3 clusters Score -245836.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -246283.187500 Penalty: 2470.293213
	Iteration 1F: 3 clusters Score -246283.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -246394.031250 Penalty: 2470.293213
	Iteration 2F: 3 clusters Score -246394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -246456.140625 Penalty: 2470.293213
	Iteration 3Q: 3 clusters Score -246456.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -246489.359375 Penalty: 2470.293213
	Iteration 4Q: 3 clusters Score -246489.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -246512.765625 Penalty: 2470.293213
	Iteration 5Q: 3 clusters Score -246512.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -246534.062500 Penalty: 2470.293213
	Iteration 6Q: 3 clusters Score -246534.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -246556.906250 Penalty: 2470.293213
	Iteration 7Q: 3 clusters Score -246556.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -246575.906250 Penalty: 2470.293213
	Iteration 8Q: 3 clusters Score -246575.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -246586.265625 Penalty: 2470.293213
	Iteration 9Q: 3 clusters Score -246586.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -246600.015625 Penalty: 2470.293213
	Iteration 10Q: 3 clusters Score -246600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -246612.390625 Penalty: 2470.293213
	Iteration 11Q: 3 clusters Score -246612.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -246620.156250 Penalty: 2470.293213
	Iteration 12Q: 3 clusters Score -246620.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -246628.750000 Penalty: 2470.293213
	Iteration 13Q: 3 clusters Score -246628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -246637.781250 Penalty: 2470.293213
	Iteration 14Q: 3 clusters Score -246637.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -246646.453125 Penalty: 2470.293213
	Iteration 15Q: 3 clusters Score -246646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -246650.937500 Penalty: 2470.293213
	Iteration 16Q: 3 clusters Score -246650.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -246653.750000 Penalty: 2470.293213
	Iteration 17Q: 3 clusters Score -246653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -246656.281250 Penalty: 2470.293213
	Iteration 18Q: 3 clusters Score -246656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -246659.265625 Penalty: 2470.293213
	Iteration 19Q: 3 clusters Score -246659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -246661.453125 Penalty: 2470.293213
	Iteration 20F: 3 clusters Score -246661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -246664.828125 Penalty: 2470.293213
	Iteration 21Q: 3 clusters Score -246664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -246667.843750 Penalty: 2470.293213
	Iteration 22Q: 3 clusters Score -246667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -246670.078125 Penalty: 2470.293213
	Iteration 23Q: 3 clusters Score -246670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -246671.781250 Penalty: 2470.293213
	Iteration 24Q: 3 clusters Score -246671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -246673.718750 Penalty: 2470.293213
	Iteration 25Q: 3 clusters Score -246673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -246675.843750 Penalty: 2470.293213
	Iteration 26Q: 3 clusters Score -246675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -246678.171875 Penalty: 2470.293213
	Iteration 27Q: 3 clusters Score -246678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -246679.203125 Penalty: 2470.293213
	Iteration 28Q: 3 clusters Score -246679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -246679.625000 Penalty: 2470.293213
	Iteration 29Q: 3 clusters Score -246679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -246680.343750 Penalty: 2470.293213
	Iteration 30Q: 3 clusters Score -246680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -246680.343750 Penalty: 2470.293213
	Iteration 31F: 3 clusters Score -246680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -329697.562500 Penalty: 1281.793457
	Iteration 0F: 2 clusters Score -329697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -327194.937500 Penalty: 2563.586914
	Iteration 0F: 3 clusters Score -327194.9 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -327735.031250 Penalty: 2563.586914
	Iteration 1F: 3 clusters Score -327735 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -327854.156250 Penalty: 2563.586914
	Iteration 2F: 3 clusters Score -327854.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -327950.375000 Penalty: 2563.586914
	Iteration 3F: 3 clusters Score -327950.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -328019.812500 Penalty: 2563.586914
	Iteration 4Q: 3 clusters Score -328019.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -328072.312500 Penalty: 2563.586914
	Iteration 5Q: 3 clusters Score -328072.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -328119.000000 Penalty: 2563.586914
	Iteration 6Q: 3 clusters Score -328119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -328163.281250 Penalty: 2563.586914
	Iteration 7Q: 3 clusters Score -328163.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -328192.656250 Penalty: 2563.586914
	Iteration 8Q: 3 clusters Score -328192.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -328220.562500 Penalty: 2563.586914
	Iteration 9Q: 3 clusters Score -328220.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -328248.906250 Penalty: 2563.586914
	Iteration 10Q: 3 clusters Score -328248.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -328273.687500 Penalty: 2563.586914
	Iteration 11Q: 3 clusters Score -328273.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -328302.937500 Penalty: 2563.586914
	Iteration 12Q: 3 clusters Score -328302.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -328337.125000 Penalty: 2563.586914
	Iteration 13Q: 3 clusters Score -328337.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -328361.187500 Penalty: 2563.586914
	Iteration 14Q: 3 clusters Score -328361.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -328384.812500 Penalty: 2563.586914
	Iteration 15Q: 3 clusters Score -328384.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -328399.937500 Penalty: 2563.586914
	Iteration 16Q: 3 clusters Score -328399.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -328415.218750 Penalty: 2563.586914
	Iteration 17Q: 3 clusters Score -328415.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -328434.781250 Penalty: 2563.586914
	Iteration 18Q: 3 clusters Score -328434.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -328450.062500 Penalty: 2563.586914
	Iteration 19Q: 3 clusters Score -328450.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -328465.125000 Penalty: 2563.586914
	Iteration 20F: 3 clusters Score -328465.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -328477.250000 Penalty: 2563.586914
	Iteration 21Q: 3 clusters Score -328477.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -328493.125000 Penalty: 2563.586914
	Iteration 22Q: 3 clusters Score -328493.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -328506.687500 Penalty: 2563.586914
	Iteration 23Q: 3 clusters Score -328506.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -328516.250000 Penalty: 2563.586914
	Iteration 24Q: 3 clusters Score -328516.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -328525.406250 Penalty: 2563.586914
	Iteration 25Q: 3 clusters Score -328525.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -328530.593750 Penalty: 2563.586914
	Iteration 26Q: 3 clusters Score -328530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -328536.312500 Penalty: 2563.586914
	Iteration 27Q: 3 clusters Score -328536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -328537.281250 Penalty: 2563.586914
	Iteration 28Q: 3 clusters Score -328537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -328537.781250 Penalty: 2563.586914
	Iteration 29Q: 3 clusters Score -328537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -328537.750000 Penalty: 2563.586914
	Iteration 30Q: 3 clusters Score -328537.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -328537.750000 Penalty: 2563.586914
	Iteration 31F: 3 clusters Score -328537.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Entering Unmasked Estep 
Score: -2202541.250000 Penalty: 1579.595215
	Iteration 0F: 2 clusters Score -2202541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2191000.250000 Penalty: 3159.190430
	Iteration 0F: 3 clusters Score -2191000 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2195146.250000 Penalty: 3159.190430
	Iteration 1F: 3 clusters Score -2195146 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2195524.750000 Penalty: 3159.190430
	Iteration 2F: 3 clusters Score -2195525 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2195923.000000 Penalty: 3159.190430
	Iteration 3F: 3 clusters Score -2195923 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2196369.750000 Penalty: 3159.190430
	Iteration 4F: 3 clusters Score -2196370 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2196911.000000 Penalty: 3159.190430
	Iteration 5F: 3 clusters Score -2196911 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2197615.250000 Penalty: 3159.190430
	Iteration 6F: 3 clusters Score -2197615 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2198376.750000 Penalty: 3159.190430
	Iteration 7F: 3 clusters Score -2198377 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2199108.250000 Penalty: 3159.190430
	Iteration 8F: 3 clusters Score -2199108 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2199744.000000 Penalty: 3159.190430
	Iteration 9Q: 3 clusters Score -2199744 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2200262.250000 Penalty: 3159.190430
	Iteration 10Q: 3 clusters Score -2200262 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2200611.750000 Penalty: 3159.190430
	Iteration 11Q: 3 clusters Score -2200612 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2200829.000000 Penalty: 3159.190430
	Iteration 12Q: 3 clusters Score -2200829 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2200946.000000 Penalty: 3159.190430
	Iteration 13Q: 3 clusters Score -2200946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2201011.500000 Penalty: 3159.190430
	Iteration 14Q: 3 clusters Score -2201012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2201047.250000 Penalty: 3159.190430
	Iteration 15Q: 3 clusters Score -2201047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2201080.250000 Penalty: 3159.190430
	Iteration 16Q: 3 clusters Score -2201080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2201106.500000 Penalty: 3159.190430
	Iteration 17Q: 3 clusters Score -2201106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2201124.750000 Penalty: 3159.190430
	Iteration 18Q: 3 clusters Score -2201125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2201135.750000 Penalty: 3159.190430
	Iteration 19Q: 3 clusters Score -2201136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2201145.750000 Penalty: 3159.190430
	Iteration 20F: 3 clusters Score -2201146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2201151.250000 Penalty: 3159.190430
	Iteration 21Q: 3 clusters Score -2201151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2201163.750000 Penalty: 3159.190430
	Iteration 22Q: 3 clusters Score -2201164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2201175.500000 Penalty: 3159.190430
	Iteration 23Q: 3 clusters Score -2201176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2201184.500000 Penalty: 3159.190430
	Iteration 24Q: 3 clusters Score -2201184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2201195.500000 Penalty: 3159.190430
	Iteration 25Q: 3 clusters Score -2201196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2201200.000000 Penalty: 3159.190430
	Iteration 26Q: 3 clusters Score -2201200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2201201.000000 Penalty: 3159.190430
	Iteration 27Q: 3 clusters Score -2201201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2201203.000000 Penalty: 3159.190430
	Iteration 28Q: 3 clusters Score -2201203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2201203.000000 Penalty: 3159.190430
	Iteration 29F: 3 clusters Score -2201203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -306397.031250 Penalty: 1259.614746
	Iteration 0F: 2 clusters Score -306397 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 1167 members 
Entering Unmasked Estep 
Score: -304086.437500 Penalty: 2519.229492
	Iteration 0F: 3 clusters Score -304086.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -304578.937500 Penalty: 2519.229492
	Iteration 1F: 3 clusters Score -304578.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -304707.875000 Penalty: 2519.229492
	Iteration 2F: 3 clusters Score -304707.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -304792.312500 Penalty: 2519.229492
	Iteration 3F: 3 clusters Score -304792.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -304854.906250 Penalty: 2519.229492
	Iteration 4Q: 3 clusters Score -304854.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -304897.000000 Penalty: 2519.229492
	Iteration 5Q: 3 clusters Score -304897 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -304917.968750 Penalty: 2519.229492
	Iteration 6Q: 3 clusters Score -304918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -304931.125000 Penalty: 2519.229492
	Iteration 7Q: 3 clusters Score -304931.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -304943.593750 Penalty: 2519.229492
	Iteration 8Q: 3 clusters Score -304943.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -304957.562500 Penalty: 2519.229492
	Iteration 9Q: 3 clusters Score -304957.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -304968.375000 Penalty: 2519.229492
	Iteration 10Q: 3 clusters Score -304968.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -304983.281250 Penalty: 2519.229492
	Iteration 11Q: 3 clusters Score -304983.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -304995.187500 Penalty: 2519.229492
	Iteration 12Q: 3 clusters Score -304995.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -305004.281250 Penalty: 2519.229492
	Iteration 13Q: 3 clusters Score -305004.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -305013.343750 Penalty: 2519.229492
	Iteration 14Q: 3 clusters Score -305013.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -305016.906250 Penalty: 2519.229492
	Iteration 15Q: 3 clusters Score -305016.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -305020.843750 Penalty: 2519.229492
	Iteration 16Q: 3 clusters Score -305020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -305023.468750 Penalty: 2519.229492
	Iteration 17Q: 3 clusters Score -305023.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -305025.843750 Penalty: 2519.229492
	Iteration 18Q: 3 clusters Score -305025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -305027.468750 Penalty: 2519.229492
	Iteration 19Q: 3 clusters Score -305027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -305029.187500 Penalty: 2519.229492
	Iteration 20F: 3 clusters Score -305029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -305030.218750 Penalty: 2519.229492
	Iteration 21Q: 3 clusters Score -305030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -305030.218750 Penalty: 2519.229492
	Iteration 22F: 3 clusters Score -305030.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Entering Unmasked Estep 
Score: -961932.625000 Penalty: 1452.105713
	Iteration 0F: 2 clusters Score -961932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -956329.687500 Penalty: 2904.211426
	Iteration 0F: 3 clusters Score -956329.7 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -957982.125000 Penalty: 2904.211426
	Iteration 1F: 3 clusters Score -957982.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -958196.937500 Penalty: 2904.211426
	Iteration 2F: 3 clusters Score -958196.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -958361.750000 Penalty: 2904.211426
	Iteration 3Q: 3 clusters Score -958361.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -958509.375000 Penalty: 2904.211426
	Iteration 4Q: 3 clusters Score -958509.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -958643.000000 Penalty: 2904.211426
	Iteration 5Q: 3 clusters Score -958643 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -958789.312500 Penalty: 2904.211426
	Iteration 6Q: 3 clusters Score -958789.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -958951.437500 Penalty: 2904.211426
	Iteration 7Q: 3 clusters Score -958951.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -959185.187500 Penalty: 2904.211426
	Iteration 8Q: 3 clusters Score -959185.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -959452.875000 Penalty: 2904.211426
	Iteration 9F: 3 clusters Score -959452.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -959703.250000 Penalty: 2904.211426
	Iteration 10Q: 3 clusters Score -959703.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -959936.187500 Penalty: 2904.211426
	Iteration 11Q: 3 clusters Score -959936.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -960133.875000 Penalty: 2904.211426
	Iteration 12Q: 3 clusters Score -960133.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -960281.437500 Penalty: 2904.211426
	Iteration 13Q: 3 clusters Score -960281.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -960382.187500 Penalty: 2904.211426
	Iteration 14Q: 3 clusters Score -960382.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -960465.000000 Penalty: 2904.211426
	Iteration 15Q: 3 clusters Score -960465 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -960536.625000 Penalty: 2904.211426
	Iteration 16Q: 3 clusters Score -960536.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -960602.187500 Penalty: 2904.211426
	Iteration 17Q: 3 clusters Score -960602.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -960652.750000 Penalty: 2904.211426
	Iteration 18Q: 3 clusters Score -960652.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -960691.937500 Penalty: 2904.211426
	Iteration 19Q: 3 clusters Score -960691.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -960719.437500 Penalty: 2904.211426
	Iteration 20F: 3 clusters Score -960719.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -960736.562500 Penalty: 2904.211426
	Iteration 21Q: 3 clusters Score -960736.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -960750.625000 Penalty: 2904.211426
	Iteration 22Q: 3 clusters Score -960750.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -960760.875000 Penalty: 2904.211426
	Iteration 23Q: 3 clusters Score -960760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -960767.562500 Penalty: 2904.211426
	Iteration 24Q: 3 clusters Score -960767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -960767.625000 Penalty: 2904.211426
	Iteration 25Q: 3 clusters Score -960767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -960771.437500 Penalty: 2904.211426
	Iteration 26Q: 3 clusters Score -960771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -960773.625000 Penalty: 2904.211426
	Iteration 27Q: 3 clusters Score -960773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -960775.562500 Penalty: 2904.211426
	Iteration 28Q: 3 clusters Score -960775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -960777.687500 Penalty: 2904.211426
	Iteration 29Q: 3 clusters Score -960777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -960778.750000 Penalty: 2904.211426
	Iteration 30Q: 3 clusters Score -960778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -960780.187500 Penalty: 2904.211426
	Iteration 31Q: 3 clusters Score -960780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -960782.375000 Penalty: 2904.211426
	Iteration 32Q: 3 clusters Score -960782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -960782.375000 Penalty: 2904.211426
	Iteration 33F: 3 clusters Score -960782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20111 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29320 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118377 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 17592 members 
Mstep: Class 18 contains 16598 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 7601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939040.000000 Penalty: 50487.875000
Iteration 159Q: 25 clusters Score -5.393904e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20075 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29320 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118392 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 17592 members 
Mstep: Class 18 contains 16616 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2324 members 
Mstep: Class 24 contains 7604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938996.000000 Penalty: 50487.875000
Iteration 160F: 25 clusters Score -5.3939e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 20035 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29321 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118403 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 17590 members 
Mstep: Class 18 contains 16639 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2322 members 
Mstep: Class 24 contains 7612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939016.000000 Penalty: 50487.875000
Iteration 161Q: 25 clusters Score -5.393902e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 19996 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29322 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118416 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 17589 members 
Mstep: Class 18 contains 16662 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2321 members 
Mstep: Class 24 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939008.000000 Penalty: 50487.875000
Iteration 162Q: 25 clusters Score -5.393901e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 19961 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29323 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118424 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 17587 members 
Mstep: Class 18 contains 16686 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 7621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939040.000000 Penalty: 50487.875000
Iteration 163Q: 25 clusters Score -5.393904e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29325 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118435 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 17585 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939108.000000 Penalty: 50487.875000
Iteration 164Q: 25 clusters Score -5.393911e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 19889 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29330 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118443 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 16740 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939108.000000 Penalty: 50487.875000
Iteration 165Q: 25 clusters Score -5.393911e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 19852 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29331 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118463 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 16755 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 7623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939116.000000 Penalty: 50487.875000
Iteration 166Q: 25 clusters Score -5.393912e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 19817 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29330 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118474 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 16781 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939148.000000 Penalty: 50487.875000
Iteration 167Q: 25 clusters Score -5.393915e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 19782 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29332 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7531 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118489 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 16801 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 7618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939164.000000 Penalty: 50487.875000
Iteration 168Q: 25 clusters Score -5.393916e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 19755 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29333 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118498 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61616 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 16823 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939136.000000 Penalty: 50487.875000
Iteration 169Q: 25 clusters Score -5.393914e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29334 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7531 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118506 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61616 members 
Mstep: Class 17 contains 17581 members 
Mstep: Class 18 contains 16852 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939168.000000 Penalty: 50487.875000
Iteration 170Q: 25 clusters Score -5.393917e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19692 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29336 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118510 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61616 members 
Mstep: Class 17 contains 17578 members 
Mstep: Class 18 contains 16879 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939192.000000 Penalty: 50487.875000
Iteration 171Q: 25 clusters Score -5.393919e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12228 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19655 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29337 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118522 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61615 members 
Mstep: Class 17 contains 17579 members 
Mstep: Class 18 contains 16904 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939192.000000 Penalty: 50487.875000
Iteration 172Q: 25 clusters Score -5.393919e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19620 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29339 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118537 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61615 members 
Mstep: Class 17 contains 17577 members 
Mstep: Class 18 contains 16926 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939252.000000 Penalty: 50487.875000
Iteration 173Q: 25 clusters Score -5.393925e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19577 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29340 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118559 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61614 members 
Mstep: Class 17 contains 17576 members 
Mstep: Class 18 contains 16946 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 7623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939244.000000 Penalty: 50487.875000
Iteration 174Q: 25 clusters Score -5.393924e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19538 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54762 members 
Mstep: Class 9 contains 29341 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118581 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61612 members 
Mstep: Class 17 contains 17576 members 
Mstep: Class 18 contains 16963 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2312 members 
Mstep: Class 24 contains 7626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939272.000000 Penalty: 50487.875000
Iteration 175Q: 25 clusters Score -5.393927e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54762 members 
Mstep: Class 9 contains 29341 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118605 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61612 members 
Mstep: Class 17 contains 17577 members 
Mstep: Class 18 contains 16979 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2311 members 
Mstep: Class 24 contains 7626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939228.000000 Penalty: 50487.875000
Iteration 176Q: 25 clusters Score -5.393923e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19464 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29343 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118616 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61612 members 
Mstep: Class 17 contains 17576 members 
Mstep: Class 18 contains 17000 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939216.000000 Penalty: 50487.875000
Iteration 177Q: 25 clusters Score -5.393922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12228 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19422 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29344 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118641 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61612 members 
Mstep: Class 17 contains 17576 members 
Mstep: Class 18 contains 17020 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2305 members 
Mstep: Class 24 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939196.000000 Penalty: 50487.875000
Iteration 178Q: 25 clusters Score -5.39392e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19390 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29347 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118650 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17575 members 
Mstep: Class 18 contains 17040 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 7635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939192.000000 Penalty: 50487.875000
Iteration 179Q: 25 clusters Score -5.393919e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19365 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29348 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118658 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17574 members 
Mstep: Class 18 contains 17056 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 7637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939164.000000 Penalty: 50487.875000
Iteration 180F: 25 clusters Score -5.393916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19343 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29348 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118666 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17574 members 
Mstep: Class 18 contains 17067 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939184.000000 Penalty: 50487.875000
Iteration 181Q: 25 clusters Score -5.393918e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19321 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29348 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118671 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17574 members 
Mstep: Class 18 contains 17085 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2297 members 
Mstep: Class 24 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939172.000000 Penalty: 50487.875000
Iteration 182Q: 25 clusters Score -5.393917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19304 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29348 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118666 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17574 members 
Mstep: Class 18 contains 17110 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939188.000000 Penalty: 50487.875000
Iteration 183Q: 25 clusters Score -5.393919e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19281 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29348 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118672 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17574 members 
Mstep: Class 18 contains 17128 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939172.000000 Penalty: 50487.875000
Iteration 184Q: 25 clusters Score -5.393917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19263 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29348 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118663 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17574 members 
Mstep: Class 18 contains 17156 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939184.000000 Penalty: 50487.875000
Iteration 185Q: 25 clusters Score -5.393918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19243 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29347 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118662 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17573 members 
Mstep: Class 18 contains 17181 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939184.000000 Penalty: 50487.875000
Iteration 186Q: 25 clusters Score -5.393918e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19218 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29346 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118672 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17571 members 
Mstep: Class 18 contains 17201 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 7638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939176.000000 Penalty: 50487.875000
Iteration 187Q: 25 clusters Score -5.393918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19191 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29346 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118688 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 17568 members 
Mstep: Class 18 contains 17215 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 7636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939160.000000 Penalty: 50487.875000
Iteration 188Q: 25 clusters Score -5.393916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19163 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29346 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118704 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61609 members 
Mstep: Class 17 contains 17564 members 
Mstep: Class 18 contains 17227 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 7639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939196.000000 Penalty: 50487.875000
Iteration 189Q: 25 clusters Score -5.39392e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19141 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29346 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118710 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61606 members 
Mstep: Class 17 contains 17561 members 
Mstep: Class 18 contains 17244 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939152.000000 Penalty: 50487.875000
Iteration 190Q: 25 clusters Score -5.393915e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19113 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29346 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7531 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118717 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61605 members 
Mstep: Class 17 contains 17556 members 
Mstep: Class 18 contains 17268 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 7642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939072.000000 Penalty: 50487.875000
Iteration 191Q: 25 clusters Score -5.393907e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19090 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29347 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118719 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61604 members 
Mstep: Class 17 contains 17554 members 
Mstep: Class 18 contains 17289 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939136.000000 Penalty: 50487.875000
Iteration 192Q: 25 clusters Score -5.393914e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19068 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29347 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118717 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61602 members 
Mstep: Class 17 contains 17549 members 
Mstep: Class 18 contains 17313 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939148.000000 Penalty: 50487.875000
Iteration 193Q: 25 clusters Score -5.393915e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 20808 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29348 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7535 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118713 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61600 members 
Mstep: Class 17 contains 17549 members 
Mstep: Class 18 contains 17343 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 7646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939120.000000 Penalty: 50487.875000
Iteration 194Q: 25 clusters Score -5.393912e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 19006 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29349 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118713 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61600 members 
Mstep: Class 17 contains 17549 members 
Mstep: Class 18 contains 17374 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 7648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939124.000000 Penalty: 50487.875000
Iteration 195Q: 25 clusters Score -5.393912e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18972 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29350 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118712 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61599 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 17405 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2298 members 
Mstep: Class 24 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939136.000000 Penalty: 50487.875000
Iteration 196Q: 25 clusters Score -5.393914e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18937 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29350 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118716 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61599 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 17437 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939104.000000 Penalty: 50487.875000
Iteration 197Q: 25 clusters Score -5.39391e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18909 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29351 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118698 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61598 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 17480 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939132.000000 Penalty: 50487.875000
Iteration 198Q: 25 clusters Score -5.393913e+07 nChanged 92
Entering ConstructFrom: 
Score: -53939132.000000 Penalty: 50487.875000
Entering ConstructFrom: 
Trying to split cluster 1 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -85316.562500 Penalty: 1073.800171
	Iteration 0F: 2 clusters Score -85316.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84098.187500 Penalty: 2147.600342
	Iteration 0F: 3 clusters Score -84098.19 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84422.609375 Penalty: 2147.600342
	Iteration 1F: 3 clusters Score -84422.61 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84564.195312 Penalty: 2147.600342
	Iteration 2F: 3 clusters Score -84564.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84663.937500 Penalty: 2147.600342
	Iteration 3F: 3 clusters Score -84663.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84787.390625 Penalty: 2147.600342
	Iteration 4F: 3 clusters Score -84787.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84862.734375 Penalty: 2147.600342
	Iteration 5Q: 3 clusters Score -84862.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84921.070312 Penalty: 2147.600342
	Iteration 6Q: 3 clusters Score -84921.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84953.351562 Penalty: 2147.600342
	Iteration 7Q: 3 clusters Score -84953.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84966.328125 Penalty: 2147.600342
	Iteration 8Q: 3 clusters Score -84966.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84987.539062 Penalty: 2147.600342
	Iteration 9Q: 3 clusters Score -84987.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85005.382812 Penalty: 2147.600342
	Iteration 10Q: 3 clusters Score -85005.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85012.703125 Penalty: 2147.600342
	Iteration 11Q: 3 clusters Score -85012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85018.937500 Penalty: 2147.600342
	Iteration 12Q: 3 clusters Score -85018.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85022.148438 Penalty: 2147.600342
	Iteration 13Q: 3 clusters Score -85022.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85028.062500 Penalty: 2147.600342
	Iteration 14Q: 3 clusters Score -85028.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85033.882812 Penalty: 2147.600342
	Iteration 15Q: 3 clusters Score -85033.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85034.695312 Penalty: 2147.600342
	Iteration 16Q: 3 clusters Score -85034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85034.695312 Penalty: 2147.600342
	Iteration 17F: 3 clusters Score -85034.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Entering Unmasked Estep 
Score: -1536476.500000 Penalty: 1529.392578
	Iteration 0F: 2 clusters Score -1536476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1527872.750000 Penalty: 3058.785156
	Iteration 0F: 3 clusters Score -1527873 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1530583.375000 Penalty: 3058.785156
	Iteration 1F: 3 clusters Score -1530583 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1530809.625000 Penalty: 3058.785156
	Iteration 2F: 3 clusters Score -1530810 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1531020.625000 Penalty: 3058.785156
	Iteration 3Q: 3 clusters Score -1531021 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1531210.375000 Penalty: 3058.785156
	Iteration 4Q: 3 clusters Score -1531210 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1531387.500000 Penalty: 3058.785156
	Iteration 5Q: 3 clusters Score -1531388 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1531560.375000 Penalty: 3058.785156
	Iteration 6Q: 3 clusters Score -1531560 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1531728.375000 Penalty: 3058.785156
	Iteration 7Q: 3 clusters Score -1531728 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1531889.750000 Penalty: 3058.785156
	Iteration 8Q: 3 clusters Score -1531890 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1532045.000000 Penalty: 3058.785156
	Iteration 9Q: 3 clusters Score -1532045 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1532229.250000 Penalty: 3058.785156
	Iteration 10Q: 3 clusters Score -1532229 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1532455.750000 Penalty: 3058.785156
	Iteration 11Q: 3 clusters Score -1532456 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1532735.500000 Penalty: 3058.785156
	Iteration 12Q: 3 clusters Score -1532736 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1533012.750000 Penalty: 3058.785156
	Iteration 13Q: 3 clusters Score -1533013 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1533280.000000 Penalty: 3058.785156
	Iteration 14Q: 3 clusters Score -1533280 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1533467.125000 Penalty: 3058.785156
	Iteration 15Q: 3 clusters Score -1533467 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1533609.625000 Penalty: 3058.785156
	Iteration 16Q: 3 clusters Score -1533610 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1533708.750000 Penalty: 3058.785156
	Iteration 17Q: 3 clusters Score -1533709 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1533786.500000 Penalty: 3058.785156
	Iteration 18Q: 3 clusters Score -1533786 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1533869.625000 Penalty: 3058.785156
	Iteration 19Q: 3 clusters Score -1533870 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1533950.625000 Penalty: 3058.785156
	Iteration 20F: 3 clusters Score -1533951 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1534020.750000 Penalty: 3058.785156
	Iteration 21Q: 3 clusters Score -1534021 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1534075.000000 Penalty: 3058.785156
	Iteration 22Q: 3 clusters Score -1534075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1534111.375000 Penalty: 3058.785156
	Iteration 23Q: 3 clusters Score -1534111 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1534153.625000 Penalty: 3058.785156
	Iteration 24Q: 3 clusters Score -1534154 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1534180.875000 Penalty: 3058.785156
	Iteration 25Q: 3 clusters Score -1534181 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1534219.875000 Penalty: 3058.785156
	Iteration 26Q: 3 clusters Score -1534220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1534241.875000 Penalty: 3058.785156
	Iteration 27Q: 3 clusters Score -1534242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1534257.500000 Penalty: 3058.785156
	Iteration 28Q: 3 clusters Score -1534258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1534280.125000 Penalty: 3058.785156
	Iteration 29Q: 3 clusters Score -1534280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1534291.875000 Penalty: 3058.785156
	Iteration 30Q: 3 clusters Score -1534292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1534303.625000 Penalty: 3058.785156
	Iteration 31Q: 3 clusters Score -1534304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1534307.250000 Penalty: 3058.785156
	Iteration 32Q: 3 clusters Score -1534307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1534319.125000 Penalty: 3058.785156
	Iteration 33Q: 3 clusters Score -1534319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1534335.625000 Penalty: 3058.785156
	Iteration 34Q: 3 clusters Score -1534336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1534347.250000 Penalty: 3058.785156
	Iteration 35Q: 3 clusters Score -1534347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1534364.500000 Penalty: 3058.785156
	Iteration 36Q: 3 clusters Score -1534364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1534379.875000 Penalty: 3058.785156
	Iteration 37Q: 3 clusters Score -1534380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1534399.625000 Penalty: 3058.785156
	Iteration 38Q: 3 clusters Score -1534400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1534417.250000 Penalty: 3058.785156
	Iteration 39Q: 3 clusters Score -1534417 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1534433.375000 Penalty: 3058.785156
	Iteration 40F: 3 clusters Score -1534433 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1534457.500000 Penalty: 3058.785156
	Iteration 41Q: 3 clusters Score -1534458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1534485.625000 Penalty: 3058.785156
	Iteration 42Q: 3 clusters Score -1534486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1534515.250000 Penalty: 3058.785156
	Iteration 43Q: 3 clusters Score -1534515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1534545.500000 Penalty: 3058.785156
	Iteration 44Q: 3 clusters Score -1534546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1534568.500000 Penalty: 3058.785156
	Iteration 45Q: 3 clusters Score -1534568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1534589.125000 Penalty: 3058.785156
	Iteration 46Q: 3 clusters Score -1534589 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1534610.625000 Penalty: 3058.785156
	Iteration 47Q: 3 clusters Score -1534611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1534622.375000 Penalty: 3058.785156
	Iteration 48Q: 3 clusters Score -1534622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1534639.000000 Penalty: 3058.785156
	Iteration 49Q: 3 clusters Score -1534639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1534651.750000 Penalty: 3058.785156
	Iteration 50Q: 3 clusters Score -1534652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1534664.875000 Penalty: 3058.785156
	Iteration 51Q: 3 clusters Score -1534665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1534682.625000 Penalty: 3058.785156
	Iteration 52Q: 3 clusters Score -1534683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1534700.375000 Penalty: 3058.785156
	Iteration 53Q: 3 clusters Score -1534700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1534715.125000 Penalty: 3058.785156
	Iteration 54Q: 3 clusters Score -1534715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1534733.000000 Penalty: 3058.785156
	Iteration 55Q: 3 clusters Score -1534733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1534750.750000 Penalty: 3058.785156
	Iteration 56Q: 3 clusters Score -1534751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1534767.875000 Penalty: 3058.785156
	Iteration 57Q: 3 clusters Score -1534768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1534781.000000 Penalty: 3058.785156
	Iteration 58Q: 3 clusters Score -1534781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1534800.375000 Penalty: 3058.785156
	Iteration 59Q: 3 clusters Score -1534800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1534814.500000 Penalty: 3058.785156
	Iteration 60F: 3 clusters Score -1534814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1534830.375000 Penalty: 3058.785156
	Iteration 61Q: 3 clusters Score -1534830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1534842.625000 Penalty: 3058.785156
	Iteration 62Q: 3 clusters Score -1534843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1534852.875000 Penalty: 3058.785156
	Iteration 63Q: 3 clusters Score -1534853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1534861.000000 Penalty: 3058.785156
	Iteration 64Q: 3 clusters Score -1534861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1534871.125000 Penalty: 3058.785156
	Iteration 65Q: 3 clusters Score -1534871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1534883.375000 Penalty: 3058.785156
	Iteration 66Q: 3 clusters Score -1534883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1534896.250000 Penalty: 3058.785156
	Iteration 67Q: 3 clusters Score -1534896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1534907.875000 Penalty: 3058.785156
	Iteration 68Q: 3 clusters Score -1534908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1534927.500000 Penalty: 3058.785156
	Iteration 69Q: 3 clusters Score -1534928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1534938.125000 Penalty: 3058.785156
	Iteration 70Q: 3 clusters Score -1534938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1534949.625000 Penalty: 3058.785156
	Iteration 71Q: 3 clusters Score -1534950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1534962.000000 Penalty: 3058.785156
	Iteration 72Q: 3 clusters Score -1534962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1534985.750000 Penalty: 3058.785156
	Iteration 73Q: 3 clusters Score -1534986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1535003.625000 Penalty: 3058.785156
	Iteration 74Q: 3 clusters Score -1535004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1535015.000000 Penalty: 3058.785156
	Iteration 75Q: 3 clusters Score -1535015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1535028.750000 Penalty: 3058.785156
	Iteration 76Q: 3 clusters Score -1535029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1535038.750000 Penalty: 3058.785156
	Iteration 77Q: 3 clusters Score -1535039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1535051.125000 Penalty: 3058.785156
	Iteration 78Q: 3 clusters Score -1535051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1535057.500000 Penalty: 3058.785156
	Iteration 79Q: 3 clusters Score -1535058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1535068.500000 Penalty: 3058.785156
	Iteration 80F: 3 clusters Score -1535068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1535071.875000 Penalty: 3058.785156
	Iteration 81Q: 3 clusters Score -1535072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1535077.375000 Penalty: 3058.785156
	Iteration 82Q: 3 clusters Score -1535077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1535080.500000 Penalty: 3058.785156
	Iteration 83Q: 3 clusters Score -1535080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1535084.500000 Penalty: 3058.785156
	Iteration 84Q: 3 clusters Score -1535084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1535089.250000 Penalty: 3058.785156
	Iteration 85Q: 3 clusters Score -1535089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1535091.875000 Penalty: 3058.785156
	Iteration 86Q: 3 clusters Score -1535092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1535094.750000 Penalty: 3058.785156
	Iteration 87Q: 3 clusters Score -1535095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1535096.250000 Penalty: 3058.785156
	Iteration 88Q: 3 clusters Score -1535096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1535101.250000 Penalty: 3058.785156
	Iteration 89Q: 3 clusters Score -1535101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1535102.750000 Penalty: 3058.785156
	Iteration 90Q: 3 clusters Score -1535103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1535102.750000 Penalty: 3058.785156
	Iteration 91F: 3 clusters Score -1535103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -135011.484375 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -135011.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133508.046875 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -133508 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133781.937500 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -133781.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133838.953125 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -133839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -133867.593750 Penalty: 2275.996338
	Iteration 3Q: 3 clusters Score -133867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133884.046875 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -133884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -133896.218750 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -133896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133903.750000 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -133903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133910.765625 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -133910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133916.390625 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -133916.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133922.312500 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -133922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133926.109375 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -133926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -133929.500000 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -133929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -133934.140625 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -133934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -133939.312500 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -133939.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -133945.015625 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -133945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -133945.812500 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -133945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -133945.812500 Penalty: 2275.996338
	Iteration 16F: 3 clusters Score -133945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -208319.406250 Penalty: 1212.982910
	Iteration 0F: 2 clusters Score -208319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -206478.234375 Penalty: 2425.965820
	Iteration 0F: 3 clusters Score -206478.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -207250.656250 Penalty: 2425.965820
	Iteration 1F: 3 clusters Score -207250.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -207596.640625 Penalty: 2425.965820
	Iteration 2F: 3 clusters Score -207596.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -207818.921875 Penalty: 2425.965820
	Iteration 3F: 3 clusters Score -207818.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -207961.328125 Penalty: 2425.965820
	Iteration 4F: 3 clusters Score -207961.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -208065.453125 Penalty: 2425.965820
	Iteration 5Q: 3 clusters Score -208065.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -208135.093750 Penalty: 2425.965820
	Iteration 6Q: 3 clusters Score -208135.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -208173.484375 Penalty: 2425.965820
	Iteration 7Q: 3 clusters Score -208173.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -208197.718750 Penalty: 2425.965820
	Iteration 8Q: 3 clusters Score -208197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -208213.156250 Penalty: 2425.965820
	Iteration 9Q: 3 clusters Score -208213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -208222.828125 Penalty: 2425.965820
	Iteration 10Q: 3 clusters Score -208222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -208226.484375 Penalty: 2425.965820
	Iteration 11Q: 3 clusters Score -208226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -208227.859375 Penalty: 2425.965820
	Iteration 12Q: 3 clusters Score -208227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -208229.734375 Penalty: 2425.965820
	Iteration 13Q: 3 clusters Score -208229.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -208230.093750 Penalty: 2425.965820
	Iteration 14Q: 3 clusters Score -208230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -208230.093750 Penalty: 2425.965820
	Iteration 15F: 3 clusters Score -208230.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Entering Unmasked Estep 
Score: -2472937.500000 Penalty: 1599.917603
	Iteration 0F: 2 clusters Score -2472938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2460144.750000 Penalty: 3199.835205
	Iteration 0F: 3 clusters Score -2460145 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2464578.500000 Penalty: 3199.835205
	Iteration 1F: 3 clusters Score -2464578 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2464865.750000 Penalty: 3199.835205
	Iteration 2Q: 3 clusters Score -2464866 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2465112.000000 Penalty: 3199.835205
	Iteration 3Q: 3 clusters Score -2465112 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2465325.000000 Penalty: 3199.835205
	Iteration 4Q: 3 clusters Score -2465325 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2465533.250000 Penalty: 3199.835205
	Iteration 5Q: 3 clusters Score -2465533 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2465787.000000 Penalty: 3199.835205
	Iteration 6Q: 3 clusters Score -2465787 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2466128.000000 Penalty: 3199.835205
	Iteration 7Q: 3 clusters Score -2466128 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2466511.750000 Penalty: 3199.835205
	Iteration 8Q: 3 clusters Score -2466512 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2467020.750000 Penalty: 3199.835205
	Iteration 9Q: 3 clusters Score -2467021 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2467663.750000 Penalty: 3199.835205
	Iteration 10F: 3 clusters Score -2467664 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2468452.750000 Penalty: 3199.835205
	Iteration 11F: 3 clusters Score -2468453 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2469284.250000 Penalty: 3199.835205
	Iteration 12F: 3 clusters Score -2469284 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2469927.500000 Penalty: 3199.835205
	Iteration 13F: 3 clusters Score -2469928 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2470270.000000 Penalty: 3199.835205
	Iteration 14Q: 3 clusters Score -2470270 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2470453.500000 Penalty: 3199.835205
	Iteration 15Q: 3 clusters Score -2470454 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2470554.750000 Penalty: 3199.835205
	Iteration 16Q: 3 clusters Score -2470555 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2470630.000000 Penalty: 3199.835205
	Iteration 17Q: 3 clusters Score -2470630 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2470681.750000 Penalty: 3199.835205
	Iteration 18Q: 3 clusters Score -2470682 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2470738.000000 Penalty: 3199.835205
	Iteration 19Q: 3 clusters Score -2470738 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2470764.250000 Penalty: 3199.835205
	Iteration 20F: 3 clusters Score -2470764 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2470801.000000 Penalty: 3199.835205
	Iteration 21Q: 3 clusters Score -2470801 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2470828.500000 Penalty: 3199.835205
	Iteration 22Q: 3 clusters Score -2470828 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2470862.750000 Penalty: 3199.835205
	Iteration 23Q: 3 clusters Score -2470863 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2470907.000000 Penalty: 3199.835205
	Iteration 24Q: 3 clusters Score -2470907 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2470928.000000 Penalty: 3199.835205
	Iteration 25Q: 3 clusters Score -2470928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2470943.000000 Penalty: 3199.835205
	Iteration 26Q: 3 clusters Score -2470943 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2470969.000000 Penalty: 3199.835205
	Iteration 27Q: 3 clusters Score -2470969 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2470993.500000 Penalty: 3199.835205
	Iteration 28Q: 3 clusters Score -2470994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2471017.000000 Penalty: 3199.835205
	Iteration 29Q: 3 clusters Score -2471017 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2471040.000000 Penalty: 3199.835205
	Iteration 30Q: 3 clusters Score -2471040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2471056.750000 Penalty: 3199.835205
	Iteration 31Q: 3 clusters Score -2471057 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2471077.750000 Penalty: 3199.835205
	Iteration 32Q: 3 clusters Score -2471078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2471103.250000 Penalty: 3199.835205
	Iteration 33Q: 3 clusters Score -2471103 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2471113.000000 Penalty: 3199.835205
	Iteration 34Q: 3 clusters Score -2471113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2471127.250000 Penalty: 3199.835205
	Iteration 35Q: 3 clusters Score -2471127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2471151.500000 Penalty: 3199.835205
	Iteration 36Q: 3 clusters Score -2471152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2471163.000000 Penalty: 3199.835205
	Iteration 37Q: 3 clusters Score -2471163 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2471188.250000 Penalty: 3199.835205
	Iteration 38Q: 3 clusters Score -2471188 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2471206.750000 Penalty: 3199.835205
	Iteration 39Q: 3 clusters Score -2471207 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2471228.000000 Penalty: 3199.835205
	Iteration 40F: 3 clusters Score -2471228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2471243.250000 Penalty: 3199.835205
	Iteration 41Q: 3 clusters Score -2471243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2471253.500000 Penalty: 3199.835205
	Iteration 42Q: 3 clusters Score -2471254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2471263.750000 Penalty: 3199.835205
	Iteration 43Q: 3 clusters Score -2471264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2471278.750000 Penalty: 3199.835205
	Iteration 44Q: 3 clusters Score -2471279 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2471290.750000 Penalty: 3199.835205
	Iteration 45Q: 3 clusters Score -2471291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2471297.750000 Penalty: 3199.835205
	Iteration 46Q: 3 clusters Score -2471298 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2471332.250000 Penalty: 3199.835205
	Iteration 47Q: 3 clusters Score -2471332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2471346.000000 Penalty: 3199.835205
	Iteration 48Q: 3 clusters Score -2471346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2471374.500000 Penalty: 3199.835205
	Iteration 49Q: 3 clusters Score -2471374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2471415.000000 Penalty: 3199.835205
	Iteration 50Q: 3 clusters Score -2471415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2471457.250000 Penalty: 3199.835205
	Iteration 51Q: 3 clusters Score -2471457 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2471499.750000 Penalty: 3199.835205
	Iteration 52Q: 3 clusters Score -2471500 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2471547.250000 Penalty: 3199.835205
	Iteration 53Q: 3 clusters Score -2471547 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2471634.250000 Penalty: 3199.835205
	Iteration 54Q: 3 clusters Score -2471634 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2471730.000000 Penalty: 3199.835205
	Iteration 55Q: 3 clusters Score -2471730 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2471861.250000 Penalty: 3199.835205
	Iteration 56Q: 3 clusters Score -2471861 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2471966.750000 Penalty: 3199.835205
	Iteration 57Q: 3 clusters Score -2471967 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2472029.500000 Penalty: 3199.835205
	Iteration 58Q: 3 clusters Score -2472030 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2472069.000000 Penalty: 3199.835205
	Iteration 59Q: 3 clusters Score -2472069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2472089.250000 Penalty: 3199.835205
	Iteration 60F: 3 clusters Score -2472089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2472099.500000 Penalty: 3199.835205
	Iteration 61Q: 3 clusters Score -2472100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2472110.500000 Penalty: 3199.835205
	Iteration 62Q: 3 clusters Score -2472110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2472130.500000 Penalty: 3199.835205
	Iteration 63Q: 3 clusters Score -2472130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2472145.250000 Penalty: 3199.835205
	Iteration 64Q: 3 clusters Score -2472145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2472161.250000 Penalty: 3199.835205
	Iteration 65Q: 3 clusters Score -2472161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2472172.000000 Penalty: 3199.835205
	Iteration 66Q: 3 clusters Score -2472172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2472173.750000 Penalty: 3199.835205
	Iteration 67Q: 3 clusters Score -2472174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2472176.500000 Penalty: 3199.835205
	Iteration 68Q: 3 clusters Score -2472176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2472179.000000 Penalty: 3199.835205
	Iteration 69Q: 3 clusters Score -2472179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2472183.250000 Penalty: 3199.835205
	Iteration 70Q: 3 clusters Score -2472183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2472179.750000 Penalty: 3199.835205
	Iteration 71Q: 3 clusters Score -2472180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2472184.250000 Penalty: 3199.835205
	Iteration 72Q: 3 clusters Score -2472184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2472180.250000 Penalty: 3199.835205
	Iteration 73Q: 3 clusters Score -2472180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2472182.250000 Penalty: 3199.835205
	Iteration 74Q: 3 clusters Score -2472182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2472180.000000 Penalty: 3199.835205
	Iteration 75Q: 3 clusters Score -2472180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2472184.750000 Penalty: 3199.835205
	Iteration 76Q: 3 clusters Score -2472185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2472183.750000 Penalty: 3199.835205
	Iteration 77Q: 3 clusters Score -2472184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2472183.000000 Penalty: 3199.835205
	Iteration 78Q: 3 clusters Score -2472183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2472182.000000 Penalty: 3199.835205
	Iteration 79Q: 3 clusters Score -2472182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2472179.750000 Penalty: 3199.835205
	Iteration 80F: 3 clusters Score -2472180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2472181.000000 Penalty: 3199.835205
	Iteration 81Q: 3 clusters Score -2472181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2472179.750000 Penalty: 3199.835205
	Iteration 82Q: 3 clusters Score -2472180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2472181.000000 Penalty: 3199.835205
	Iteration 83Q: 3 clusters Score -2472181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2472181.000000 Penalty: 3199.835205
	Iteration 84Q: 3 clusters Score -2472181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2472183.250000 Penalty: 3199.835205
	Iteration 85Q: 3 clusters Score -2472183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2472183.250000 Penalty: 3199.835205
	Iteration 86F: 3 clusters Score -2472183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Entering Unmasked Estep 
Score: -2753280.000000 Penalty: 1615.768188
	Iteration 0F: 2 clusters Score -2753280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2738969.000000 Penalty: 3231.536377
	Iteration 0F: 3 clusters Score -2738969 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2743928.000000 Penalty: 3231.536377
	Iteration 1F: 3 clusters Score -2743928 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2744215.000000 Penalty: 3231.536377
	Iteration 2Q: 3 clusters Score -2744215 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2744461.750000 Penalty: 3231.536377
	Iteration 3Q: 3 clusters Score -2744462 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2744699.250000 Penalty: 3231.536377
	Iteration 4Q: 3 clusters Score -2744699 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2744920.500000 Penalty: 3231.536377
	Iteration 5Q: 3 clusters Score -2744920 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2745179.250000 Penalty: 3231.536377
	Iteration 6Q: 3 clusters Score -2745179 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2745497.500000 Penalty: 3231.536377
	Iteration 7Q: 3 clusters Score -2745498 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2745976.750000 Penalty: 3231.536377
	Iteration 8Q: 3 clusters Score -2745977 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2746705.250000 Penalty: 3231.536377
	Iteration 9F: 3 clusters Score -2746705 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2747666.750000 Penalty: 3231.536377
	Iteration 10F: 3 clusters Score -2747667 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2748764.000000 Penalty: 3231.536377
	Iteration 11F: 3 clusters Score -2748764 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2749818.750000 Penalty: 3231.536377
	Iteration 12F: 3 clusters Score -2749819 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2750628.250000 Penalty: 3231.536377
	Iteration 13Q: 3 clusters Score -2750628 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2751154.750000 Penalty: 3231.536377
	Iteration 14Q: 3 clusters Score -2751155 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2751466.750000 Penalty: 3231.536377
	Iteration 15Q: 3 clusters Score -2751467 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2751628.750000 Penalty: 3231.536377
	Iteration 16Q: 3 clusters Score -2751629 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2751729.500000 Penalty: 3231.536377
	Iteration 17Q: 3 clusters Score -2751730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2751795.250000 Penalty: 3231.536377
	Iteration 18Q: 3 clusters Score -2751795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2751838.750000 Penalty: 3231.536377
	Iteration 19Q: 3 clusters Score -2751839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2751868.750000 Penalty: 3231.536377
	Iteration 20F: 3 clusters Score -2751869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2751880.000000 Penalty: 3231.536377
	Iteration 21Q: 3 clusters Score -2751880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2751886.000000 Penalty: 3231.536377
	Iteration 22Q: 3 clusters Score -2751886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2751898.000000 Penalty: 3231.536377
	Iteration 23Q: 3 clusters Score -2751898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2751906.500000 Penalty: 3231.536377
	Iteration 24Q: 3 clusters Score -2751906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2751913.000000 Penalty: 3231.536377
	Iteration 25Q: 3 clusters Score -2751913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2751917.000000 Penalty: 3231.536377
	Iteration 26Q: 3 clusters Score -2751917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2751919.250000 Penalty: 3231.536377
	Iteration 27Q: 3 clusters Score -2751919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2751918.750000 Penalty: 3231.536377
	Iteration 28Q: 3 clusters Score -2751919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2751919.500000 Penalty: 3231.536377
	Iteration 29Q: 3 clusters Score -2751920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2751919.500000 Penalty: 3231.536377
	Iteration 30F: 3 clusters Score -2751920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Entering Unmasked Estep 
Score: -1146245.750000 Penalty: 1480.045898
	Iteration 0F: 2 clusters Score -1146246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1139755.875000 Penalty: 2960.091797
	Iteration 0F: 3 clusters Score -1139756 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1141770.500000 Penalty: 2960.091797
	Iteration 1F: 3 clusters Score -1141770 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1141949.125000 Penalty: 2960.091797
	Iteration 2F: 3 clusters Score -1141949 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1142085.000000 Penalty: 2960.091797
	Iteration 3Q: 3 clusters Score -1142085 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1142183.875000 Penalty: 2960.091797
	Iteration 4Q: 3 clusters Score -1142184 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1142265.750000 Penalty: 2960.091797
	Iteration 5Q: 3 clusters Score -1142266 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1142337.375000 Penalty: 2960.091797
	Iteration 6Q: 3 clusters Score -1142337 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1142397.750000 Penalty: 2960.091797
	Iteration 7Q: 3 clusters Score -1142398 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1142460.625000 Penalty: 2960.091797
	Iteration 8Q: 3 clusters Score -1142461 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1142515.125000 Penalty: 2960.091797
	Iteration 9Q: 3 clusters Score -1142515 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1142569.250000 Penalty: 2960.091797
	Iteration 10Q: 3 clusters Score -1142569 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1142623.000000 Penalty: 2960.091797
	Iteration 11Q: 3 clusters Score -1142623 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1142688.875000 Penalty: 2960.091797
	Iteration 12Q: 3 clusters Score -1142689 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1142771.250000 Penalty: 2960.091797
	Iteration 13Q: 3 clusters Score -1142771 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1142865.375000 Penalty: 2960.091797
	Iteration 14Q: 3 clusters Score -1142865 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1142996.625000 Penalty: 2960.091797
	Iteration 15Q: 3 clusters Score -1142997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1143204.625000 Penalty: 2960.091797
	Iteration 16Q: 3 clusters Score -1143205 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1143440.375000 Penalty: 2960.091797
	Iteration 17Q: 3 clusters Score -1143440 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1143712.125000 Penalty: 2960.091797
	Iteration 18Q: 3 clusters Score -1143712 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1143975.500000 Penalty: 2960.091797
	Iteration 19Q: 3 clusters Score -1143976 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1144165.625000 Penalty: 2960.091797
	Iteration 20F: 3 clusters Score -1144166 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1144345.375000 Penalty: 2960.091797
	Iteration 21Q: 3 clusters Score -1144345 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1144485.625000 Penalty: 2960.091797
	Iteration 22Q: 3 clusters Score -1144486 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1144603.125000 Penalty: 2960.091797
	Iteration 23Q: 3 clusters Score -1144603 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1144692.750000 Penalty: 2960.091797
	Iteration 24Q: 3 clusters Score -1144693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1144735.250000 Penalty: 2960.091797
	Iteration 25Q: 3 clusters Score -1144735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1144769.750000 Penalty: 2960.091797
	Iteration 26Q: 3 clusters Score -1144770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1144807.000000 Penalty: 2960.091797
	Iteration 27Q: 3 clusters Score -1144807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1144827.500000 Penalty: 2960.091797
	Iteration 28Q: 3 clusters Score -1144828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1144854.750000 Penalty: 2960.091797
	Iteration 29Q: 3 clusters Score -1144855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1144877.375000 Penalty: 2960.091797
	Iteration 30Q: 3 clusters Score -1144877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1144886.250000 Penalty: 2960.091797
	Iteration 31Q: 3 clusters Score -1144886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1144896.000000 Penalty: 2960.091797
	Iteration 32Q: 3 clusters Score -1144896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1144900.750000 Penalty: 2960.091797
	Iteration 33Q: 3 clusters Score -1144901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1144909.750000 Penalty: 2960.091797
	Iteration 34Q: 3 clusters Score -1144910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1144917.750000 Penalty: 2960.091797
	Iteration 35Q: 3 clusters Score -1144918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1144927.000000 Penalty: 2960.091797
	Iteration 36Q: 3 clusters Score -1144927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1144937.875000 Penalty: 2960.091797
	Iteration 37Q: 3 clusters Score -1144938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1144943.625000 Penalty: 2960.091797
	Iteration 38Q: 3 clusters Score -1144944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1144947.000000 Penalty: 2960.091797
	Iteration 39Q: 3 clusters Score -1144947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1144949.500000 Penalty: 2960.091797
	Iteration 40F: 3 clusters Score -1144950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1144950.500000 Penalty: 2960.091797
	Iteration 41Q: 3 clusters Score -1144950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1144951.125000 Penalty: 2960.091797
	Iteration 42Q: 3 clusters Score -1144951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1144955.125000 Penalty: 2960.091797
	Iteration 43Q: 3 clusters Score -1144955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1144957.750000 Penalty: 2960.091797
	Iteration 44Q: 3 clusters Score -1144958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1144957.375000 Penalty: 2960.091797
	Iteration 45Q: 3 clusters Score -1144957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1144958.625000 Penalty: 2960.091797
	Iteration 46Q: 3 clusters Score -1144959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1144960.000000 Penalty: 2960.091797
	Iteration 47Q: 3 clusters Score -1144960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1144963.000000 Penalty: 2960.091797
	Iteration 48Q: 3 clusters Score -1144963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1144963.500000 Penalty: 2960.091797
	Iteration 49Q: 3 clusters Score -1144964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1144965.375000 Penalty: 2960.091797
	Iteration 50Q: 3 clusters Score -1144965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1144966.250000 Penalty: 2960.091797
	Iteration 51Q: 3 clusters Score -1144966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1144965.875000 Penalty: 2960.091797
	Iteration 52Q: 3 clusters Score -1144966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1144969.500000 Penalty: 2960.091797
	Iteration 53Q: 3 clusters Score -1144970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1144970.000000 Penalty: 2960.091797
	Iteration 54Q: 3 clusters Score -1144970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1144970.000000 Penalty: 2960.091797
	Iteration 55F: 3 clusters Score -1144970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Entering Unmasked Estep 
Score: -7208965.500000 Penalty: 1773.017822
	Iteration 0F: 2 clusters Score -7208966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -7172453.500000 Penalty: 3546.035645
	Iteration 0F: 3 clusters Score -7172454 nChanged 25677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -7186799.000000 Penalty: 3546.035645
	Iteration 1F: 3 clusters Score -7186799 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -7187193.000000 Penalty: 3546.035645
	Iteration 2Q: 3 clusters Score -7187193 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -7187578.000000 Penalty: 3546.035645
	Iteration 3Q: 3 clusters Score -7187578 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -7188017.000000 Penalty: 3546.035645
	Iteration 4Q: 3 clusters Score -7188017 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -7188545.500000 Penalty: 3546.035645
	Iteration 5Q: 3 clusters Score -7188546 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -7189327.000000 Penalty: 3546.035645
	Iteration 6Q: 3 clusters Score -7189327 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -7190553.500000 Penalty: 3546.035645
	Iteration 7Q: 3 clusters Score -7190554 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -7192463.500000 Penalty: 3546.035645
	Iteration 8F: 3 clusters Score -7192464 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -7195365.500000 Penalty: 3546.035645
	Iteration 9F: 3 clusters Score -7195366 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -7199146.500000 Penalty: 3546.035645
	Iteration 10F: 3 clusters Score -7199146 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -7202927.500000 Penalty: 3546.035645
	Iteration 11F: 3 clusters Score -7202928 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7205391.500000 Penalty: 3546.035645
	Iteration 12Q: 3 clusters Score -7205392 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7206579.000000 Penalty: 3546.035645
	Iteration 13Q: 3 clusters Score -7206579 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7207073.000000 Penalty: 3546.035645
	Iteration 14Q: 3 clusters Score -7207073 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7207270.500000 Penalty: 3546.035645
	Iteration 15Q: 3 clusters Score -7207270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7207359.000000 Penalty: 3546.035645
	Iteration 16Q: 3 clusters Score -7207359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7207393.000000 Penalty: 3546.035645
	Iteration 17Q: 3 clusters Score -7207393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7207411.500000 Penalty: 3546.035645
	Iteration 18Q: 3 clusters Score -7207412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7207431.500000 Penalty: 3546.035645
	Iteration 19Q: 3 clusters Score -7207432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7207436.000000 Penalty: 3546.035645
	Iteration 20F: 3 clusters Score -7207436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7207440.000000 Penalty: 3546.035645
	Iteration 21Q: 3 clusters Score -7207440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7207440.000000 Penalty: 3546.035645
	Iteration 22F: 3 clusters Score -7207440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Entering Unmasked Estep 
Score: -3863463.250000 Penalty: 1671.645142
	Iteration 0F: 2 clusters Score -3863463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3843717.000000 Penalty: 3343.290283
	Iteration 0F: 3 clusters Score -3843717 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3851226.000000 Penalty: 3343.290283
	Iteration 1F: 3 clusters Score -3851226 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3851640.750000 Penalty: 3343.290283
	Iteration 2Q: 3 clusters Score -3851641 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3852228.250000 Penalty: 3343.290283
	Iteration 3Q: 3 clusters Score -3852228 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3853028.250000 Penalty: 3343.290283
	Iteration 4F: 3 clusters Score -3853028 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3854289.500000 Penalty: 3343.290283
	Iteration 5F: 3 clusters Score -3854290 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3855971.000000 Penalty: 3343.290283
	Iteration 6F: 3 clusters Score -3855971 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3857957.000000 Penalty: 3343.290283
	Iteration 7F: 3 clusters Score -3857957 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3859663.750000 Penalty: 3343.290283
	Iteration 8F: 3 clusters Score -3859664 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3860849.750000 Penalty: 3343.290283
	Iteration 9Q: 3 clusters Score -3860850 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3861435.000000 Penalty: 3343.290283
	Iteration 10Q: 3 clusters Score -3861435 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3861727.250000 Penalty: 3343.290283
	Iteration 11Q: 3 clusters Score -3861727 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3861863.250000 Penalty: 3343.290283
	Iteration 12Q: 3 clusters Score -3861863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3861917.750000 Penalty: 3343.290283
	Iteration 13Q: 3 clusters Score -3861918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3861940.500000 Penalty: 3343.290283
	Iteration 14Q: 3 clusters Score -3861940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3861957.750000 Penalty: 3343.290283
	Iteration 15Q: 3 clusters Score -3861958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3861967.250000 Penalty: 3343.290283
	Iteration 16Q: 3 clusters Score -3861967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3861976.000000 Penalty: 3343.290283
	Iteration 17Q: 3 clusters Score -3861976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3861983.500000 Penalty: 3343.290283
	Iteration 18Q: 3 clusters Score -3861984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3861982.500000 Penalty: 3343.290283
	Iteration 19Q: 3 clusters Score -3861982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3861982.500000 Penalty: 3343.290283
	Iteration 20F: 3 clusters Score -3861982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -237965.234375 Penalty: 1216.574707
	Iteration 0F: 2 clusters Score -237965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -236015.265625 Penalty: 2433.149414
	Iteration 0F: 3 clusters Score -236015.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -236382.812500 Penalty: 2433.149414
	Iteration 1F: 3 clusters Score -236382.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -236472.703125 Penalty: 2433.149414
	Iteration 2F: 3 clusters Score -236472.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -236531.562500 Penalty: 2433.149414
	Iteration 3Q: 3 clusters Score -236531.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -236569.875000 Penalty: 2433.149414
	Iteration 4Q: 3 clusters Score -236569.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -236596.859375 Penalty: 2433.149414
	Iteration 5Q: 3 clusters Score -236596.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -236609.546875 Penalty: 2433.149414
	Iteration 6Q: 3 clusters Score -236609.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -236620.046875 Penalty: 2433.149414
	Iteration 7Q: 3 clusters Score -236620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -236627.656250 Penalty: 2433.149414
	Iteration 8Q: 3 clusters Score -236627.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -236635.375000 Penalty: 2433.149414
	Iteration 9Q: 3 clusters Score -236635.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -236640.906250 Penalty: 2433.149414
	Iteration 10Q: 3 clusters Score -236640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -236645.078125 Penalty: 2433.149414
	Iteration 11Q: 3 clusters Score -236645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -236645.734375 Penalty: 2433.149414
	Iteration 12Q: 3 clusters Score -236645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -236646.843750 Penalty: 2433.149414
	Iteration 13Q: 3 clusters Score -236646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -236648.703125 Penalty: 2433.149414
	Iteration 14Q: 3 clusters Score -236648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -236649.734375 Penalty: 2433.149414
	Iteration 15Q: 3 clusters Score -236649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -236650.765625 Penalty: 2433.149414
	Iteration 16Q: 3 clusters Score -236650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -236652.125000 Penalty: 2433.149414
	Iteration 17Q: 3 clusters Score -236652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -236654.484375 Penalty: 2433.149414
	Iteration 18Q: 3 clusters Score -236654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -236656.093750 Penalty: 2433.149414
	Iteration 19Q: 3 clusters Score -236656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -236658.765625 Penalty: 2433.149414
	Iteration 20F: 3 clusters Score -236658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -236661.921875 Penalty: 2433.149414
	Iteration 21Q: 3 clusters Score -236661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -236664.187500 Penalty: 2433.149414
	Iteration 22Q: 3 clusters Score -236664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -236665.406250 Penalty: 2433.149414
	Iteration 23Q: 3 clusters Score -236665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -236669.062500 Penalty: 2433.149414
	Iteration 24Q: 3 clusters Score -236669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -236669.437500 Penalty: 2433.149414
	Iteration 25Q: 3 clusters Score -236669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -236669.437500 Penalty: 2433.149414
	Iteration 26F: 3 clusters Score -236669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -990992.750000 Penalty: 1450.645386
	Iteration 0F: 2 clusters Score -990992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -985396.187500 Penalty: 2901.290771
	Iteration 0F: 3 clusters Score -985396.2 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -987004.062500 Penalty: 2901.290771
	Iteration 1F: 3 clusters Score -987004.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -987237.437500 Penalty: 2901.290771
	Iteration 2F: 3 clusters Score -987237.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -987395.812500 Penalty: 2901.290771
	Iteration 3F: 3 clusters Score -987395.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -987552.187500 Penalty: 2901.290771
	Iteration 4Q: 3 clusters Score -987552.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -987712.312500 Penalty: 2901.290771
	Iteration 5Q: 3 clusters Score -987712.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -987867.187500 Penalty: 2901.290771
	Iteration 6Q: 3 clusters Score -987867.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -988055.250000 Penalty: 2901.290771
	Iteration 7Q: 3 clusters Score -988055.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -988264.875000 Penalty: 2901.290771
	Iteration 8Q: 3 clusters Score -988264.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -988507.312500 Penalty: 2901.290771
	Iteration 9Q: 3 clusters Score -988507.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -988764.562500 Penalty: 2901.290771
	Iteration 10Q: 3 clusters Score -988764.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -988977.062500 Penalty: 2901.290771
	Iteration 11Q: 3 clusters Score -988977.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -989142.812500 Penalty: 2901.290771
	Iteration 12Q: 3 clusters Score -989142.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -989306.937500 Penalty: 2901.290771
	Iteration 13Q: 3 clusters Score -989306.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -989441.750000 Penalty: 2901.290771
	Iteration 14Q: 3 clusters Score -989441.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -989550.000000 Penalty: 2901.290771
	Iteration 15Q: 3 clusters Score -989550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -989620.187500 Penalty: 2901.290771
	Iteration 16Q: 3 clusters Score -989620.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -989659.625000 Penalty: 2901.290771
	Iteration 17Q: 3 clusters Score -989659.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -989687.500000 Penalty: 2901.290771
	Iteration 18Q: 3 clusters Score -989687.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -989707.750000 Penalty: 2901.290771
	Iteration 19Q: 3 clusters Score -989707.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -989723.250000 Penalty: 2901.290771
	Iteration 20F: 3 clusters Score -989723.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -989732.562500 Penalty: 2901.290771
	Iteration 21Q: 3 clusters Score -989732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -989742.812500 Penalty: 2901.290771
	Iteration 22Q: 3 clusters Score -989742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -989748.500000 Penalty: 2901.290771
	Iteration 23Q: 3 clusters Score -989748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -989750.312500 Penalty: 2901.290771
	Iteration 24Q: 3 clusters Score -989750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -989757.875000 Penalty: 2901.290771
	Iteration 25Q: 3 clusters Score -989757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -989762.812500 Penalty: 2901.290771
	Iteration 26Q: 3 clusters Score -989762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -989770.500000 Penalty: 2901.290771
	Iteration 27Q: 3 clusters Score -989770.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -989773.500000 Penalty: 2901.290771
	Iteration 28Q: 3 clusters Score -989773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -989776.500000 Penalty: 2901.290771
	Iteration 29Q: 3 clusters Score -989776.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -989776.500000 Penalty: 2901.290771
	Iteration 30F: 3 clusters Score -989776.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -20678.951172 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -20678.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19983.771484 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -19983.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20085.414062 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -20085.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20140.962891 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -20140.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20223.306641 Penalty: 1754.402954
	Iteration 3F: 3 clusters Score -20223.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20256.773438 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -20256.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20281.876953 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -20281.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -20293.093750 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -20293.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -20309.849609 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -20309.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -20321.197266 Penalty: 1754.402954
	Iteration 8Q: 3 clusters Score -20321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -20342.759766 Penalty: 1754.402954
	Iteration 9Q: 3 clusters Score -20342.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -20347.492188 Penalty: 1754.402954
	Iteration 10Q: 3 clusters Score -20347.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20350.949219 Penalty: 1754.402954
	Iteration 11Q: 3 clusters Score -20350.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20352.097656 Penalty: 1754.402954
	Iteration 12F: 3 clusters Score -20352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -20357.839844 Penalty: 1754.402954
	Iteration 13Q: 3 clusters Score -20357.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -20362.373047 Penalty: 1754.402954
	Iteration 14Q: 3 clusters Score -20362.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -20369.333984 Penalty: 1754.402954
	Iteration 15Q: 3 clusters Score -20369.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -20370.375000 Penalty: 1754.402954
	Iteration 16Q: 3 clusters Score -20370.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -20370.375000 Penalty: 1754.402954
	Iteration 17F: 3 clusters Score -20370.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (118687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118687 members 
Entering Unmasked Estep 
Score: -15629104.000000 Penalty: 1898.689819
	Iteration 0F: 2 clusters Score -1.56291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -15562683.000000 Penalty: 3797.379639
	Iteration 0F: 3 clusters Score -1.556268e+07 nChanged 56772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -15596689.000000 Penalty: 3797.379639
	Iteration 1F: 3 clusters Score -1.559669e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -15598603.000000 Penalty: 3797.379639
	Iteration 2Q: 3 clusters Score -1.55986e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -15601269.000000 Penalty: 3797.379639
	Iteration 3F: 3 clusters Score -1.560127e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -15605217.000000 Penalty: 3797.379639
	Iteration 4F: 3 clusters Score -1.560522e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -15610354.000000 Penalty: 3797.379639
	Iteration 5F: 3 clusters Score -1.561035e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -15615817.000000 Penalty: 3797.379639
	Iteration 6F: 3 clusters Score -1.561582e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -15619061.000000 Penalty: 3797.379639
	Iteration 7F: 3 clusters Score -1.561906e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -15620340.000000 Penalty: 3797.379639
	Iteration 8Q: 3 clusters Score -1.562034e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -15620853.000000 Penalty: 3797.379639
	Iteration 9Q: 3 clusters Score -1.562085e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -15621248.000000 Penalty: 3797.379639
	Iteration 10Q: 3 clusters Score -1.562125e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -15621460.000000 Penalty: 3797.379639
	Iteration 11Q: 3 clusters Score -1.562146e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -15621814.000000 Penalty: 3797.379639
	Iteration 12Q: 3 clusters Score -1.562181e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -15622092.000000 Penalty: 3797.379639
	Iteration 13Q: 3 clusters Score -1.562209e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -15622365.000000 Penalty: 3797.379639
	Iteration 14Q: 3 clusters Score -1.562236e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -15622800.000000 Penalty: 3797.379639
	Iteration 15Q: 3 clusters Score -1.56228e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -15622978.000000 Penalty: 3797.379639
	Iteration 16Q: 3 clusters Score -1.562298e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -15623318.000000 Penalty: 3797.379639
	Iteration 17Q: 3 clusters Score -1.562332e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -15623721.000000 Penalty: 3797.379639
	Iteration 18Q: 3 clusters Score -1.562372e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -15623982.000000 Penalty: 3797.379639
	Iteration 19Q: 3 clusters Score -1.562398e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -15624362.000000 Penalty: 3797.379639
	Iteration 20F: 3 clusters Score -1.562436e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -15624563.000000 Penalty: 3797.379639
	Iteration 21Q: 3 clusters Score -1.562456e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -15624530.000000 Penalty: 3797.379639
	Iteration 22Q: 3 clusters Score -1.562453e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -15624415.000000 Penalty: 3797.379639
	Iteration 23Q: 3 clusters Score -1.562442e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -15624289.000000 Penalty: 3797.379639
	Iteration 24Q: 3 clusters Score -1.562429e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -15624072.000000 Penalty: 3797.379639
	Iteration 25Q: 3 clusters Score -1.562407e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -15623931.000000 Penalty: 3797.379639
	Iteration 26Q: 3 clusters Score -1.562393e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -15623736.000000 Penalty: 3797.379639
	Iteration 27Q: 3 clusters Score -1.562374e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -15623590.000000 Penalty: 3797.379639
	Iteration 28Q: 3 clusters Score -1.562359e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -15623315.000000 Penalty: 3797.379639
	Iteration 29Q: 3 clusters Score -1.562332e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -15623163.000000 Penalty: 3797.379639
	Iteration 30Q: 3 clusters Score -1.562316e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -15622914.000000 Penalty: 3797.379639
	Iteration 31Q: 3 clusters Score -1.562291e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -15622763.000000 Penalty: 3797.379639
	Iteration 32Q: 3 clusters Score -1.562276e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -15622605.000000 Penalty: 3797.379639
	Iteration 33Q: 3 clusters Score -1.56226e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -15622528.000000 Penalty: 3797.379639
	Iteration 34Q: 3 clusters Score -1.562253e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -15622426.000000 Penalty: 3797.379639
	Iteration 35Q: 3 clusters Score -1.562243e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -15622362.000000 Penalty: 3797.379639
	Iteration 36Q: 3 clusters Score -1.562236e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -15622273.000000 Penalty: 3797.379639
	Iteration 37Q: 3 clusters Score -1.562227e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -15622228.000000 Penalty: 3797.379639
	Iteration 38Q: 3 clusters Score -1.562223e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 81385 members 
Entering Unmasked Estep 
Score: -15622184.000000 Penalty: 3797.379639
	Iteration 39Q: 3 clusters Score -1.562218e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 81148 members 
Entering Unmasked Estep 
Score: -15622146.000000 Penalty: 3797.379639
	Iteration 40F: 3 clusters Score -1.562215e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -15622158.000000 Penalty: 3797.379639
	Iteration 41Q: 3 clusters Score -1.562216e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -15622200.000000 Penalty: 3797.379639
	Iteration 42Q: 3 clusters Score -1.56222e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -15622226.000000 Penalty: 3797.379639
	Iteration 43Q: 3 clusters Score -1.562223e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -15622218.000000 Penalty: 3797.379639
	Iteration 44Q: 3 clusters Score -1.562222e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -15622189.000000 Penalty: 3797.379639
	Iteration 45Q: 3 clusters Score -1.562219e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -15622213.000000 Penalty: 3797.379639
	Iteration 46Q: 3 clusters Score -1.562221e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -15622215.000000 Penalty: 3797.379639
	Iteration 47Q: 3 clusters Score -1.562222e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -15622260.000000 Penalty: 3797.379639
	Iteration 48Q: 3 clusters Score -1.562226e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -15622255.000000 Penalty: 3797.379639
	Iteration 49Q: 3 clusters Score -1.562226e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -15622254.000000 Penalty: 3797.379639
	Iteration 50Q: 3 clusters Score -1.562225e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -15622278.000000 Penalty: 3797.379639
	Iteration 51Q: 3 clusters Score -1.562228e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -15622320.000000 Penalty: 3797.379639
	Iteration 52Q: 3 clusters Score -1.562232e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -15622373.000000 Penalty: 3797.379639
	Iteration 53Q: 3 clusters Score -1.562237e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -15622380.000000 Penalty: 3797.379639
	Iteration 54Q: 3 clusters Score -1.562238e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -15622442.000000 Penalty: 3797.379639
	Iteration 55Q: 3 clusters Score -1.562244e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -15622443.000000 Penalty: 3797.379639
	Iteration 56Q: 3 clusters Score -1.562244e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -15622449.000000 Penalty: 3797.379639
	Iteration 57Q: 3 clusters Score -1.562245e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -15622531.000000 Penalty: 3797.379639
	Iteration 58Q: 3 clusters Score -1.562253e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -15622555.000000 Penalty: 3797.379639
	Iteration 59Q: 3 clusters Score -1.562256e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -15622600.000000 Penalty: 3797.379639
	Iteration 60F: 3 clusters Score -1.56226e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -15622643.000000 Penalty: 3797.379639
	Iteration 61Q: 3 clusters Score -1.562264e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -15622681.000000 Penalty: 3797.379639
	Iteration 62Q: 3 clusters Score -1.562268e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -15622703.000000 Penalty: 3797.379639
	Iteration 63Q: 3 clusters Score -1.56227e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -15622697.000000 Penalty: 3797.379639
	Iteration 64Q: 3 clusters Score -1.56227e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -15622721.000000 Penalty: 3797.379639
	Iteration 65Q: 3 clusters Score -1.562272e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -15622788.000000 Penalty: 3797.379639
	Iteration 66Q: 3 clusters Score -1.562279e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -15622856.000000 Penalty: 3797.379639
	Iteration 67Q: 3 clusters Score -1.562286e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -15622925.000000 Penalty: 3797.379639
	Iteration 68Q: 3 clusters Score -1.562292e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -15622962.000000 Penalty: 3797.379639
	Iteration 69Q: 3 clusters Score -1.562296e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -15623018.000000 Penalty: 3797.379639
	Iteration 70Q: 3 clusters Score -1.562302e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 72040 members 
Entering Unmasked Estep 
Score: -15623051.000000 Penalty: 3797.379639
	Iteration 71Q: 3 clusters Score -1.562305e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -15623114.000000 Penalty: 3797.379639
	Iteration 72Q: 3 clusters Score -1.562311e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -15623163.000000 Penalty: 3797.379639
	Iteration 73Q: 3 clusters Score -1.562316e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -15623234.000000 Penalty: 3797.379639
	Iteration 74Q: 3 clusters Score -1.562323e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -15623258.000000 Penalty: 3797.379639
	Iteration 75Q: 3 clusters Score -1.562326e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -15623310.000000 Penalty: 3797.379639
	Iteration 76Q: 3 clusters Score -1.562331e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -15623359.000000 Penalty: 3797.379639
	Iteration 77Q: 3 clusters Score -1.562336e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -15623429.000000 Penalty: 3797.379639
	Iteration 78Q: 3 clusters Score -1.562343e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -15623463.000000 Penalty: 3797.379639
	Iteration 79Q: 3 clusters Score -1.562346e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -15623502.000000 Penalty: 3797.379639
	Iteration 80F: 3 clusters Score -1.56235e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -15623495.000000 Penalty: 3797.379639
	Iteration 81Q: 3 clusters Score -1.56235e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -15623497.000000 Penalty: 3797.379639
	Iteration 82Q: 3 clusters Score -1.56235e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -15623517.000000 Penalty: 3797.379639
	Iteration 83Q: 3 clusters Score -1.562352e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -15623570.000000 Penalty: 3797.379639
	Iteration 84Q: 3 clusters Score -1.562357e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -15623621.000000 Penalty: 3797.379639
	Iteration 85Q: 3 clusters Score -1.562362e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -15623643.000000 Penalty: 3797.379639
	Iteration 86Q: 3 clusters Score -1.562364e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -15623675.000000 Penalty: 3797.379639
	Iteration 87Q: 3 clusters Score -1.562368e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -15623669.000000 Penalty: 3797.379639
	Iteration 88Q: 3 clusters Score -1.562367e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -15623692.000000 Penalty: 3797.379639
	Iteration 89Q: 3 clusters Score -1.562369e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -15623714.000000 Penalty: 3797.379639
	Iteration 90Q: 3 clusters Score -1.562371e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -15623762.000000 Penalty: 3797.379639
	Iteration 91Q: 3 clusters Score -1.562376e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -15623752.000000 Penalty: 3797.379639
	Iteration 92Q: 3 clusters Score -1.562375e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -15623794.000000 Penalty: 3797.379639
	Iteration 93Q: 3 clusters Score -1.562379e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -15623827.000000 Penalty: 3797.379639
	Iteration 94Q: 3 clusters Score -1.562383e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -15623907.000000 Penalty: 3797.379639
	Iteration 95Q: 3 clusters Score -1.562391e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -15623997.000000 Penalty: 3797.379639
	Iteration 96Q: 3 clusters Score -1.5624e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -15624033.000000 Penalty: 3797.379639
	Iteration 97Q: 3 clusters Score -1.562403e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -15624084.000000 Penalty: 3797.379639
	Iteration 98Q: 3 clusters Score -1.562408e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -15624107.000000 Penalty: 3797.379639
	Iteration 99Q: 3 clusters Score -1.562411e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -15624220.000000 Penalty: 3797.379639
	Iteration 100F: 3 clusters Score -1.562422e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -15624297.000000 Penalty: 3797.379639
	Iteration 101Q: 3 clusters Score -1.56243e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -15624399.000000 Penalty: 3797.379639
	Iteration 102Q: 3 clusters Score -1.56244e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -15624459.000000 Penalty: 3797.379639
	Iteration 103Q: 3 clusters Score -1.562446e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -15624561.000000 Penalty: 3797.379639
	Iteration 104Q: 3 clusters Score -1.562456e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -15624629.000000 Penalty: 3797.379639
	Iteration 105Q: 3 clusters Score -1.562463e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -15624672.000000 Penalty: 3797.379639
	Iteration 106Q: 3 clusters Score -1.562467e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -15624695.000000 Penalty: 3797.379639
	Iteration 107Q: 3 clusters Score -1.56247e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -15624740.000000 Penalty: 3797.379639
	Iteration 108Q: 3 clusters Score -1.562474e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -15624800.000000 Penalty: 3797.379639
	Iteration 109Q: 3 clusters Score -1.56248e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -15624831.000000 Penalty: 3797.379639
	Iteration 110Q: 3 clusters Score -1.562483e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -15624859.000000 Penalty: 3797.379639
	Iteration 111Q: 3 clusters Score -1.562486e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -15624881.000000 Penalty: 3797.379639
	Iteration 112Q: 3 clusters Score -1.562488e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -15624918.000000 Penalty: 3797.379639
	Iteration 113Q: 3 clusters Score -1.562492e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -15624954.000000 Penalty: 3797.379639
	Iteration 114Q: 3 clusters Score -1.562495e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -15624979.000000 Penalty: 3797.379639
	Iteration 115Q: 3 clusters Score -1.562498e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -15625001.000000 Penalty: 3797.379639
	Iteration 116Q: 3 clusters Score -1.5625e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -15625048.000000 Penalty: 3797.379639
	Iteration 117Q: 3 clusters Score -1.562505e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -15625055.000000 Penalty: 3797.379639
	Iteration 118Q: 3 clusters Score -1.562506e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -15625087.000000 Penalty: 3797.379639
	Iteration 119Q: 3 clusters Score -1.562509e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -15625120.000000 Penalty: 3797.379639
	Iteration 120F: 3 clusters Score -1.562512e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -15625146.000000 Penalty: 3797.379639
	Iteration 121Q: 3 clusters Score -1.562515e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -15625167.000000 Penalty: 3797.379639
	Iteration 122Q: 3 clusters Score -1.562517e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -15625151.000000 Penalty: 3797.379639
	Iteration 123Q: 3 clusters Score -1.562515e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -15625158.000000 Penalty: 3797.379639
	Iteration 124Q: 3 clusters Score -1.562516e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -15625152.000000 Penalty: 3797.379639
	Iteration 125Q: 3 clusters Score -1.562515e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -15625168.000000 Penalty: 3797.379639
	Iteration 126Q: 3 clusters Score -1.562517e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -15625161.000000 Penalty: 3797.379639
	Iteration 127Q: 3 clusters Score -1.562516e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -15625168.000000 Penalty: 3797.379639
	Iteration 128Q: 3 clusters Score -1.562517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -15625156.000000 Penalty: 3797.379639
	Iteration 129Q: 3 clusters Score -1.562516e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -15625163.000000 Penalty: 3797.379639
	Iteration 130Q: 3 clusters Score -1.562516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -15625170.000000 Penalty: 3797.379639
	Iteration 131Q: 3 clusters Score -1.562517e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -15625172.000000 Penalty: 3797.379639
	Iteration 132Q: 3 clusters Score -1.562517e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -15625165.000000 Penalty: 3797.379639
	Iteration 133Q: 3 clusters Score -1.562516e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -15625169.000000 Penalty: 3797.379639
	Iteration 134Q: 3 clusters Score -1.562517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -15625176.000000 Penalty: 3797.379639
	Iteration 135Q: 3 clusters Score -1.562518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -15625166.000000 Penalty: 3797.379639
	Iteration 136Q: 3 clusters Score -1.562517e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -15625174.000000 Penalty: 3797.379639
	Iteration 137Q: 3 clusters Score -1.562517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -15625167.000000 Penalty: 3797.379639
	Iteration 138Q: 3 clusters Score -1.562517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -15625170.000000 Penalty: 3797.379639
	Iteration 139Q: 3 clusters Score -1.562517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -15625198.000000 Penalty: 3797.379639
	Iteration 140F: 3 clusters Score -1.56252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -15625193.000000 Penalty: 3797.379639
	Iteration 141Q: 3 clusters Score -1.562519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -15625190.000000 Penalty: 3797.379639
	Iteration 142Q: 3 clusters Score -1.562519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -15625181.000000 Penalty: 3797.379639
	Iteration 143Q: 3 clusters Score -1.562518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -15625166.000000 Penalty: 3797.379639
	Iteration 144Q: 3 clusters Score -1.562517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -15625165.000000 Penalty: 3797.379639
	Iteration 145Q: 3 clusters Score -1.562516e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -15625148.000000 Penalty: 3797.379639
	Iteration 146Q: 3 clusters Score -1.562515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -15625161.000000 Penalty: 3797.379639
	Iteration 147Q: 3 clusters Score -1.562516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -15625171.000000 Penalty: 3797.379639
	Iteration 148Q: 3 clusters Score -1.562517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -15625167.000000 Penalty: 3797.379639
	Iteration 149Q: 3 clusters Score -1.562517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -15625169.000000 Penalty: 3797.379639
	Iteration 150Q: 3 clusters Score -1.562517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -15625172.000000 Penalty: 3797.379639
	Iteration 151Q: 3 clusters Score -1.562517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -15625171.000000 Penalty: 3797.379639
	Iteration 152Q: 3 clusters Score -1.562517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -15625170.000000 Penalty: 3797.379639
	Iteration 153Q: 3 clusters Score -1.562517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -15625170.000000 Penalty: 3797.379639
	Iteration 154F: 3 clusters Score -1.562517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -36598.488281 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -36598.49 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 183 members 
Entering Unmasked Estep 
Score: -35759.531250 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -35759.53 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35900.917969 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -35900.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35933.671875 Penalty: 1898.208496
	Iteration 2Q: 3 clusters Score -35933.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35957.460938 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -35957.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35997.183594 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -35997.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36030.582031 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36030.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36066.890625 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -36066.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36080.437500 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -36080.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36093.093750 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -36093.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36094.597656 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -36094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36097.457031 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -36097.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36098.730469 Penalty: 1898.208496
	Iteration 11F: 3 clusters Score -36098.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36122.804688 Penalty: 1898.208496
	Iteration 12Q: 3 clusters Score -36122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36133.343750 Penalty: 1898.208496
	Iteration 13Q: 3 clusters Score -36133.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36133.343750 Penalty: 1898.208496
	Iteration 14F: 3 clusters Score -36133.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -124740.898438 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -124740.9 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 532 members 
Entering Unmasked Estep 
Score: -123244.734375 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -123244.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -123616.828125 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -123616.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123760.453125 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -123760.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -123843.210938 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -123843.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -123907.546875 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -123907.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -123995.406250 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -123995.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -124052.179688 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -124052.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -124090.679688 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -124090.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -124112.257812 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -124112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -124120.601562 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -124120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124121.875000 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -124121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124121.875000 Penalty: 2268.826904
	Iteration 11F: 3 clusters Score -124121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Entering Unmasked Estep 
Score: -8135097.500000 Penalty: 1792.112427
	Iteration 0F: 2 clusters Score -8135098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -8094630.500000 Penalty: 3584.224854
	Iteration 0F: 3 clusters Score -8094630 nChanged 28888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -8111222.000000 Penalty: 3584.224854
	Iteration 1F: 3 clusters Score -8111222 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -8112005.000000 Penalty: 3584.224854
	Iteration 2Q: 3 clusters Score -8112005 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8113465.000000 Penalty: 3584.224854
	Iteration 3Q: 3 clusters Score -8113465 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -8115944.500000 Penalty: 3584.224854
	Iteration 4F: 3 clusters Score -8115944 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -8120363.000000 Penalty: 3584.224854
	Iteration 5F: 3 clusters Score -8120363 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -8125924.000000 Penalty: 3584.224854
	Iteration 6F: 3 clusters Score -8125924 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8130335.500000 Penalty: 3584.224854
	Iteration 7F: 3 clusters Score -8130336 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8132376.000000 Penalty: 3584.224854
	Iteration 8Q: 3 clusters Score -8132376 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8133080.000000 Penalty: 3584.224854
	Iteration 9Q: 3 clusters Score -8133080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8133298.500000 Penalty: 3584.224854
	Iteration 10Q: 3 clusters Score -8133298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8133369.000000 Penalty: 3584.224854
	Iteration 11Q: 3 clusters Score -8133369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8133404.000000 Penalty: 3584.224854
	Iteration 12Q: 3 clusters Score -8133404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8133426.000000 Penalty: 3584.224854
	Iteration 13Q: 3 clusters Score -8133426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8133441.500000 Penalty: 3584.224854
	Iteration 14Q: 3 clusters Score -8133442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8133450.500000 Penalty: 3584.224854
	Iteration 15Q: 3 clusters Score -8133450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8133455.000000 Penalty: 3584.224854
	Iteration 16Q: 3 clusters Score -8133455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8133457.500000 Penalty: 3584.224854
	Iteration 17Q: 3 clusters Score -8133458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8133463.000000 Penalty: 3584.224854
	Iteration 18Q: 3 clusters Score -8133463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8133463.000000 Penalty: 3584.224854
	Iteration 19F: 3 clusters Score -8133463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Entering Unmasked Estep 
Score: -2319844.750000 Penalty: 1588.062988
	Iteration 0F: 2 clusters Score -2319845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2307794.000000 Penalty: 3176.125977
	Iteration 0F: 3 clusters Score -2307794 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2312018.500000 Penalty: 3176.125977
	Iteration 1F: 3 clusters Score -2312018 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2312274.500000 Penalty: 3176.125977
	Iteration 2Q: 3 clusters Score -2312274 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2312445.000000 Penalty: 3176.125977
	Iteration 3Q: 3 clusters Score -2312445 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2312585.750000 Penalty: 3176.125977
	Iteration 4Q: 3 clusters Score -2312586 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2312704.750000 Penalty: 3176.125977
	Iteration 5Q: 3 clusters Score -2312705 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2312815.250000 Penalty: 3176.125977
	Iteration 6Q: 3 clusters Score -2312815 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2312939.000000 Penalty: 3176.125977
	Iteration 7Q: 3 clusters Score -2312939 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2313087.250000 Penalty: 3176.125977
	Iteration 8Q: 3 clusters Score -2313087 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2313260.500000 Penalty: 3176.125977
	Iteration 9Q: 3 clusters Score -2313260 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2313468.250000 Penalty: 3176.125977
	Iteration 10Q: 3 clusters Score -2313468 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2313768.500000 Penalty: 3176.125977
	Iteration 11Q: 3 clusters Score -2313768 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2314231.000000 Penalty: 3176.125977
	Iteration 12Q: 3 clusters Score -2314231 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2314879.500000 Penalty: 3176.125977
	Iteration 13F: 3 clusters Score -2314880 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2315704.250000 Penalty: 3176.125977
	Iteration 14F: 3 clusters Score -2315704 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2316569.750000 Penalty: 3176.125977
	Iteration 15F: 3 clusters Score -2316570 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2317294.250000 Penalty: 3176.125977
	Iteration 16Q: 3 clusters Score -2317294 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2317803.750000 Penalty: 3176.125977
	Iteration 17Q: 3 clusters Score -2317804 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2318090.250000 Penalty: 3176.125977
	Iteration 18Q: 3 clusters Score -2318090 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2318251.750000 Penalty: 3176.125977
	Iteration 19Q: 3 clusters Score -2318252 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2318343.250000 Penalty: 3176.125977
	Iteration 20F: 3 clusters Score -2318343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2318401.250000 Penalty: 3176.125977
	Iteration 21Q: 3 clusters Score -2318401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2318443.500000 Penalty: 3176.125977
	Iteration 22Q: 3 clusters Score -2318444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2318466.500000 Penalty: 3176.125977
	Iteration 23Q: 3 clusters Score -2318466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2318476.750000 Penalty: 3176.125977
	Iteration 24Q: 3 clusters Score -2318477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2318484.750000 Penalty: 3176.125977
	Iteration 25Q: 3 clusters Score -2318485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2318493.750000 Penalty: 3176.125977
	Iteration 26Q: 3 clusters Score -2318494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2318504.500000 Penalty: 3176.125977
	Iteration 27Q: 3 clusters Score -2318504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2318506.000000 Penalty: 3176.125977
	Iteration 28Q: 3 clusters Score -2318506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2318509.500000 Penalty: 3176.125977
	Iteration 29Q: 3 clusters Score -2318510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2318513.750000 Penalty: 3176.125977
	Iteration 30Q: 3 clusters Score -2318514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2318513.500000 Penalty: 3176.125977
	Iteration 31Q: 3 clusters Score -2318514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2318516.750000 Penalty: 3176.125977
	Iteration 32Q: 3 clusters Score -2318517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2318518.250000 Penalty: 3176.125977
	Iteration 33Q: 3 clusters Score -2318518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2318523.750000 Penalty: 3176.125977
	Iteration 34Q: 3 clusters Score -2318524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2318525.750000 Penalty: 3176.125977
	Iteration 35Q: 3 clusters Score -2318526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2318529.250000 Penalty: 3176.125977
	Iteration 36Q: 3 clusters Score -2318529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2318532.750000 Penalty: 3176.125977
	Iteration 37Q: 3 clusters Score -2318533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2318538.000000 Penalty: 3176.125977
	Iteration 38Q: 3 clusters Score -2318538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2318544.500000 Penalty: 3176.125977
	Iteration 39Q: 3 clusters Score -2318544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2318551.500000 Penalty: 3176.125977
	Iteration 40F: 3 clusters Score -2318552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2318552.500000 Penalty: 3176.125977
	Iteration 41Q: 3 clusters Score -2318552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2318553.250000 Penalty: 3176.125977
	Iteration 42Q: 3 clusters Score -2318553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2318554.500000 Penalty: 3176.125977
	Iteration 43Q: 3 clusters Score -2318554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2318555.750000 Penalty: 3176.125977
	Iteration 44Q: 3 clusters Score -2318556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2318557.250000 Penalty: 3176.125977
	Iteration 45Q: 3 clusters Score -2318557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2318560.000000 Penalty: 3176.125977
	Iteration 46Q: 3 clusters Score -2318560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2318560.000000 Penalty: 3176.125977
	Iteration 47F: 3 clusters Score -2318560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Entering Unmasked Estep 
Score: -2325445.500000 Penalty: 1587.812744
	Iteration 0F: 2 clusters Score -2325446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2313400.500000 Penalty: 3175.625488
	Iteration 0F: 3 clusters Score -2313400 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2317673.500000 Penalty: 3175.625488
	Iteration 1F: 3 clusters Score -2317674 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2317887.000000 Penalty: 3175.625488
	Iteration 2Q: 3 clusters Score -2317887 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2318049.250000 Penalty: 3175.625488
	Iteration 3Q: 3 clusters Score -2318049 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2318157.000000 Penalty: 3175.625488
	Iteration 4Q: 3 clusters Score -2318157 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2318236.750000 Penalty: 3175.625488
	Iteration 5Q: 3 clusters Score -2318237 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2318332.500000 Penalty: 3175.625488
	Iteration 6Q: 3 clusters Score -2318332 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2318423.750000 Penalty: 3175.625488
	Iteration 7Q: 3 clusters Score -2318424 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2318504.500000 Penalty: 3175.625488
	Iteration 8Q: 3 clusters Score -2318504 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2318603.000000 Penalty: 3175.625488
	Iteration 9Q: 3 clusters Score -2318603 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2318695.750000 Penalty: 3175.625488
	Iteration 10Q: 3 clusters Score -2318696 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2318851.000000 Penalty: 3175.625488
	Iteration 11Q: 3 clusters Score -2318851 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2319086.750000 Penalty: 3175.625488
	Iteration 12Q: 3 clusters Score -2319087 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2319463.250000 Penalty: 3175.625488
	Iteration 13Q: 3 clusters Score -2319463 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2320089.000000 Penalty: 3175.625488
	Iteration 14F: 3 clusters Score -2320089 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2320956.250000 Penalty: 3175.625488
	Iteration 15F: 3 clusters Score -2320956 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2322012.000000 Penalty: 3175.625488
	Iteration 16F: 3 clusters Score -2322012 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2322898.250000 Penalty: 3175.625488
	Iteration 17F: 3 clusters Score -2322898 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2323457.500000 Penalty: 3175.625488
	Iteration 18Q: 3 clusters Score -2323458 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2323756.500000 Penalty: 3175.625488
	Iteration 19Q: 3 clusters Score -2323756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2323882.500000 Penalty: 3175.625488
	Iteration 20F: 3 clusters Score -2323882 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2323974.000000 Penalty: 3175.625488
	Iteration 21Q: 3 clusters Score -2323974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2324019.250000 Penalty: 3175.625488
	Iteration 22Q: 3 clusters Score -2324019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2324036.000000 Penalty: 3175.625488
	Iteration 23Q: 3 clusters Score -2324036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2324051.750000 Penalty: 3175.625488
	Iteration 24Q: 3 clusters Score -2324052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2324060.500000 Penalty: 3175.625488
	Iteration 25Q: 3 clusters Score -2324060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2324060.500000 Penalty: 3175.625488
	Iteration 26F: 3 clusters Score -2324060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -1676827.625000 Penalty: 1535.482300
	Iteration 0F: 2 clusters Score -1676828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1667873.375000 Penalty: 3070.964600
	Iteration 0F: 3 clusters Score -1667873 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1670826.500000 Penalty: 3070.964600
	Iteration 1F: 3 clusters Score -1670826 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1671066.250000 Penalty: 3070.964600
	Iteration 2F: 3 clusters Score -1671066 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1671234.000000 Penalty: 3070.964600
	Iteration 3Q: 3 clusters Score -1671234 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1671379.375000 Penalty: 3070.964600
	Iteration 4Q: 3 clusters Score -1671379 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1671546.500000 Penalty: 3070.964600
	Iteration 5Q: 3 clusters Score -1671546 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1671716.500000 Penalty: 3070.964600
	Iteration 6Q: 3 clusters Score -1671716 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1671920.375000 Penalty: 3070.964600
	Iteration 7Q: 3 clusters Score -1671920 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1672220.625000 Penalty: 3070.964600
	Iteration 8Q: 3 clusters Score -1672221 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1672580.000000 Penalty: 3070.964600
	Iteration 9F: 3 clusters Score -1672580 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1673027.625000 Penalty: 3070.964600
	Iteration 10F: 3 clusters Score -1673028 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1673503.375000 Penalty: 3070.964600
	Iteration 11F: 3 clusters Score -1673503 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1674027.250000 Penalty: 3070.964600
	Iteration 12F: 3 clusters Score -1674027 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1674463.625000 Penalty: 3070.964600
	Iteration 13Q: 3 clusters Score -1674464 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1674766.000000 Penalty: 3070.964600
	Iteration 14Q: 3 clusters Score -1674766 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1675031.750000 Penalty: 3070.964600
	Iteration 15Q: 3 clusters Score -1675032 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1675185.375000 Penalty: 3070.964600
	Iteration 16Q: 3 clusters Score -1675185 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1675281.500000 Penalty: 3070.964600
	Iteration 17Q: 3 clusters Score -1675282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1675352.750000 Penalty: 3070.964600
	Iteration 18Q: 3 clusters Score -1675353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1675395.625000 Penalty: 3070.964600
	Iteration 19Q: 3 clusters Score -1675396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1675434.375000 Penalty: 3070.964600
	Iteration 20F: 3 clusters Score -1675434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1675451.375000 Penalty: 3070.964600
	Iteration 21Q: 3 clusters Score -1675451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1675459.875000 Penalty: 3070.964600
	Iteration 22Q: 3 clusters Score -1675460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1675463.625000 Penalty: 3070.964600
	Iteration 23Q: 3 clusters Score -1675464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1675468.000000 Penalty: 3070.964600
	Iteration 24Q: 3 clusters Score -1675468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1675468.000000 Penalty: 3070.964600
	Iteration 25F: 3 clusters Score -1675468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -247981.484375 Penalty: 1235.146606
	Iteration 0F: 2 clusters Score -247981.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -245847.125000 Penalty: 2470.293213
	Iteration 0F: 3 clusters Score -245847.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -246322.921875 Penalty: 2470.293213
	Iteration 1F: 3 clusters Score -246322.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -246425.546875 Penalty: 2470.293213
	Iteration 2F: 3 clusters Score -246425.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -246465.078125 Penalty: 2470.293213
	Iteration 3Q: 3 clusters Score -246465.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -246500.734375 Penalty: 2470.293213
	Iteration 4Q: 3 clusters Score -246500.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -246529.468750 Penalty: 2470.293213
	Iteration 5Q: 3 clusters Score -246529.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -246546.671875 Penalty: 2470.293213
	Iteration 6Q: 3 clusters Score -246546.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -246561.156250 Penalty: 2470.293213
	Iteration 7Q: 3 clusters Score -246561.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -246570.312500 Penalty: 2470.293213
	Iteration 8Q: 3 clusters Score -246570.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -246585.187500 Penalty: 2470.293213
	Iteration 9Q: 3 clusters Score -246585.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -246596.328125 Penalty: 2470.293213
	Iteration 10Q: 3 clusters Score -246596.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -246606.828125 Penalty: 2470.293213
	Iteration 11Q: 3 clusters Score -246606.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -246612.531250 Penalty: 2470.293213
	Iteration 12Q: 3 clusters Score -246612.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -246618.234375 Penalty: 2470.293213
	Iteration 13Q: 3 clusters Score -246618.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -246622.609375 Penalty: 2470.293213
	Iteration 14Q: 3 clusters Score -246622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -246624.796875 Penalty: 2470.293213
	Iteration 15Q: 3 clusters Score -246624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -246626.671875 Penalty: 2470.293213
	Iteration 16Q: 3 clusters Score -246626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -246630.390625 Penalty: 2470.293213
	Iteration 17Q: 3 clusters Score -246630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -246633.390625 Penalty: 2470.293213
	Iteration 18Q: 3 clusters Score -246633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -246634.562500 Penalty: 2470.293213
	Iteration 19Q: 3 clusters Score -246634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -246634.906250 Penalty: 2470.293213
	Iteration 20F: 3 clusters Score -246634.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -329697.562500 Penalty: 1281.793457
	Iteration 0F: 2 clusters Score -329697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -327208.187500 Penalty: 2563.586914
	Iteration 0F: 3 clusters Score -327208.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -327812.375000 Penalty: 2563.586914
	Iteration 1F: 3 clusters Score -327812.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -327912.156250 Penalty: 2563.586914
	Iteration 2F: 3 clusters Score -327912.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -327991.343750 Penalty: 2563.586914
	Iteration 3Q: 3 clusters Score -327991.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -328044.968750 Penalty: 2563.586914
	Iteration 4Q: 3 clusters Score -328045 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -328092.093750 Penalty: 2563.586914
	Iteration 5Q: 3 clusters Score -328092.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328127.031250 Penalty: 2563.586914
	Iteration 6Q: 3 clusters Score -328127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -328155.218750 Penalty: 2563.586914
	Iteration 7Q: 3 clusters Score -328155.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -328187.500000 Penalty: 2563.586914
	Iteration 8Q: 3 clusters Score -328187.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -328218.500000 Penalty: 2563.586914
	Iteration 9Q: 3 clusters Score -328218.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -328249.906250 Penalty: 2563.586914
	Iteration 10Q: 3 clusters Score -328249.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -328267.625000 Penalty: 2563.586914
	Iteration 11Q: 3 clusters Score -328267.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -328285.968750 Penalty: 2563.586914
	Iteration 12Q: 3 clusters Score -328286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -328295.593750 Penalty: 2563.586914
	Iteration 13Q: 3 clusters Score -328295.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -328302.250000 Penalty: 2563.586914
	Iteration 14Q: 3 clusters Score -328302.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -328309.218750 Penalty: 2563.586914
	Iteration 15Q: 3 clusters Score -328309.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -328318.125000 Penalty: 2563.586914
	Iteration 16Q: 3 clusters Score -328318.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -328328.875000 Penalty: 2563.586914
	Iteration 17Q: 3 clusters Score -328328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -328337.468750 Penalty: 2563.586914
	Iteration 18Q: 3 clusters Score -328337.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -328350.937500 Penalty: 2563.586914
	Iteration 19Q: 3 clusters Score -328350.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -328365.656250 Penalty: 2563.586914
	Iteration 20F: 3 clusters Score -328365.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -328378.968750 Penalty: 2563.586914
	Iteration 21Q: 3 clusters Score -328379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -328391.343750 Penalty: 2563.586914
	Iteration 22Q: 3 clusters Score -328391.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -328402.375000 Penalty: 2563.586914
	Iteration 23Q: 3 clusters Score -328402.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -328412.031250 Penalty: 2563.586914
	Iteration 24Q: 3 clusters Score -328412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -328417.156250 Penalty: 2563.586914
	Iteration 25Q: 3 clusters Score -328417.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -328422.562500 Penalty: 2563.586914
	Iteration 26Q: 3 clusters Score -328422.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -328428.187500 Penalty: 2563.586914
	Iteration 27Q: 3 clusters Score -328428.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -328433.937500 Penalty: 2563.586914
	Iteration 28Q: 3 clusters Score -328433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -328439.187500 Penalty: 2563.586914
	Iteration 29Q: 3 clusters Score -328439.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -328446.468750 Penalty: 2563.586914
	Iteration 30Q: 3 clusters Score -328446.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -328451.562500 Penalty: 2563.586914
	Iteration 31Q: 3 clusters Score -328451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -328456.968750 Penalty: 2563.586914
	Iteration 32Q: 3 clusters Score -328457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -328464.531250 Penalty: 2563.586914
	Iteration 33Q: 3 clusters Score -328464.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -328468.656250 Penalty: 2563.586914
	Iteration 34Q: 3 clusters Score -328468.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -328471.718750 Penalty: 2563.586914
	Iteration 35Q: 3 clusters Score -328471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -328473.843750 Penalty: 2563.586914
	Iteration 36Q: 3 clusters Score -328473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -328474.281250 Penalty: 2563.586914
	Iteration 37Q: 3 clusters Score -328474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -328475.625000 Penalty: 2563.586914
	Iteration 38Q: 3 clusters Score -328475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -328475.625000 Penalty: 2563.586914
	Iteration 39F: 3 clusters Score -328475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Entering Unmasked Estep 
Score: -2202547.250000 Penalty: 1579.595215
	Iteration 0F: 2 clusters Score -2202547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8362 members 
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Mstep: Class 1 contains 8322 members 
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Mstep: Class 2 contains 8405 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8373 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2200402.250000 Penalty: 3159.190430
	Iteration 93Q: 3 clusters Score -2200402 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2200456.250000 Penalty: 3159.190430
	Iteration 94Q: 3 clusters Score -2200456 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2200512.000000 Penalty: 3159.190430
	Iteration 95Q: 3 clusters Score -2200512 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2200558.500000 Penalty: 3159.190430
	Iteration 96Q: 3 clusters Score -2200558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2200610.500000 Penalty: 3159.190430
	Iteration 97Q: 3 clusters Score -2200610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2200652.250000 Penalty: 3159.190430
	Iteration 98Q: 3 clusters Score -2200652 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2200697.750000 Penalty: 3159.190430
	Iteration 99Q: 3 clusters Score -2200698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2200731.250000 Penalty: 3159.190430
	Iteration 100F: 3 clusters Score -2200731 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2200784.250000 Penalty: 3159.190430
	Iteration 101Q: 3 clusters Score -2200784 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2200840.500000 Penalty: 3159.190430
	Iteration 102Q: 3 clusters Score -2200840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2200886.500000 Penalty: 3159.190430
	Iteration 103Q: 3 clusters Score -2200886 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2200927.500000 Penalty: 3159.190430
	Iteration 104Q: 3 clusters Score -2200928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2200944.500000 Penalty: 3159.190430
	Iteration 105Q: 3 clusters Score -2200944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2200978.500000 Penalty: 3159.190430
	Iteration 106Q: 3 clusters Score -2200978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2200995.750000 Penalty: 3159.190430
	Iteration 107Q: 3 clusters Score -2200996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2201006.750000 Penalty: 3159.190430
	Iteration 108Q: 3 clusters Score -2201007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2201014.250000 Penalty: 3159.190430
	Iteration 109Q: 3 clusters Score -2201014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2201029.250000 Penalty: 3159.190430
	Iteration 110Q: 3 clusters Score -2201029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2201038.250000 Penalty: 3159.190430
	Iteration 111Q: 3 clusters Score -2201038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2201053.250000 Penalty: 3159.190430
	Iteration 112Q: 3 clusters Score -2201053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2201065.000000 Penalty: 3159.190430
	Iteration 113Q: 3 clusters Score -2201065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2201076.250000 Penalty: 3159.190430
	Iteration 114Q: 3 clusters Score -2201076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2201081.500000 Penalty: 3159.190430
	Iteration 115Q: 3 clusters Score -2201082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2201092.750000 Penalty: 3159.190430
	Iteration 116Q: 3 clusters Score -2201093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2201104.250000 Penalty: 3159.190430
	Iteration 117Q: 3 clusters Score -2201104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2201109.750000 Penalty: 3159.190430
	Iteration 118Q: 3 clusters Score -2201110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2201115.250000 Penalty: 3159.190430
	Iteration 119Q: 3 clusters Score -2201115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2201117.250000 Penalty: 3159.190430
	Iteration 120F: 3 clusters Score -2201117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2201120.500000 Penalty: 3159.190430
	Iteration 121Q: 3 clusters Score -2201120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2201125.250000 Penalty: 3159.190430
	Iteration 122Q: 3 clusters Score -2201125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2201129.750000 Penalty: 3159.190430
	Iteration 123Q: 3 clusters Score -2201130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2201135.250000 Penalty: 3159.190430
	Iteration 124Q: 3 clusters Score -2201135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2201148.000000 Penalty: 3159.190430
	Iteration 125Q: 3 clusters Score -2201148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2201153.500000 Penalty: 3159.190430
	Iteration 126Q: 3 clusters Score -2201154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2201161.250000 Penalty: 3159.190430
	Iteration 127Q: 3 clusters Score -2201161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2201167.500000 Penalty: 3159.190430
	Iteration 128Q: 3 clusters Score -2201168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2201176.000000 Penalty: 3159.190430
	Iteration 129Q: 3 clusters Score -2201176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2201177.750000 Penalty: 3159.190430
	Iteration 130Q: 3 clusters Score -2201178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2201186.000000 Penalty: 3159.190430
	Iteration 131Q: 3 clusters Score -2201186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2201193.250000 Penalty: 3159.190430
	Iteration 132Q: 3 clusters Score -2201193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2201196.500000 Penalty: 3159.190430
	Iteration 133Q: 3 clusters Score -2201196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2201202.000000 Penalty: 3159.190430
	Iteration 134Q: 3 clusters Score -2201202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2201210.500000 Penalty: 3159.190430
	Iteration 135Q: 3 clusters Score -2201210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2201218.000000 Penalty: 3159.190430
	Iteration 136Q: 3 clusters Score -2201218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2201221.500000 Penalty: 3159.190430
	Iteration 137Q: 3 clusters Score -2201222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2201220.250000 Penalty: 3159.190430
	Iteration 138Q: 3 clusters Score -2201220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2201220.250000 Penalty: 3159.190430
	Iteration 139F: 3 clusters Score -2201220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -303303.843750 Penalty: 1257.999268
	Iteration 0F: 2 clusters Score -303303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -301023.031250 Penalty: 2515.998535
	Iteration 0F: 3 clusters Score -301023 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -301550.468750 Penalty: 2515.998535
	Iteration 1F: 3 clusters Score -301550.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -301639.875000 Penalty: 2515.998535
	Iteration 2F: 3 clusters Score -301639.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -301684.781250 Penalty: 2515.998535
	Iteration 3Q: 3 clusters Score -301684.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -301715.656250 Penalty: 2515.998535
	Iteration 4Q: 3 clusters Score -301715.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -301745.281250 Penalty: 2515.998535
	Iteration 5Q: 3 clusters Score -301745.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -301767.343750 Penalty: 2515.998535
	Iteration 6Q: 3 clusters Score -301767.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301785.906250 Penalty: 2515.998535
	Iteration 7Q: 3 clusters Score -301785.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -301809.093750 Penalty: 2515.998535
	Iteration 8Q: 3 clusters Score -301809.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -301830.062500 Penalty: 2515.998535
	Iteration 9Q: 3 clusters Score -301830.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -301841.625000 Penalty: 2515.998535
	Iteration 10Q: 3 clusters Score -301841.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -301850.281250 Penalty: 2515.998535
	Iteration 11Q: 3 clusters Score -301850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -301857.000000 Penalty: 2515.998535
	Iteration 12Q: 3 clusters Score -301857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -301862.875000 Penalty: 2515.998535
	Iteration 13Q: 3 clusters Score -301862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -301868.406250 Penalty: 2515.998535
	Iteration 14Q: 3 clusters Score -301868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -301874.125000 Penalty: 2515.998535
	Iteration 15Q: 3 clusters Score -301874.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -301879.875000 Penalty: 2515.998535
	Iteration 16Q: 3 clusters Score -301879.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -301890.093750 Penalty: 2515.998535
	Iteration 17Q: 3 clusters Score -301890.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -301902.625000 Penalty: 2515.998535
	Iteration 18Q: 3 clusters Score -301902.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -301905.687500 Penalty: 2515.998535
	Iteration 19Q: 3 clusters Score -301905.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -301907.968750 Penalty: 2515.998535
	Iteration 20F: 3 clusters Score -301908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -301910.000000 Penalty: 2515.998535
	Iteration 21Q: 3 clusters Score -301910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301912.718750 Penalty: 2515.998535
	Iteration 22Q: 3 clusters Score -301912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -301917.312500 Penalty: 2515.998535
	Iteration 23Q: 3 clusters Score -301917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -301921.812500 Penalty: 2515.998535
	Iteration 24Q: 3 clusters Score -301921.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -301927.187500 Penalty: 2515.998535
	Iteration 25Q: 3 clusters Score -301927.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -301929.687500 Penalty: 2515.998535
	Iteration 26Q: 3 clusters Score -301929.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -301932.500000 Penalty: 2515.998535
	Iteration 27Q: 3 clusters Score -301932.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -301933.687500 Penalty: 2515.998535
	Iteration 28Q: 3 clusters Score -301933.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -301935.375000 Penalty: 2515.998535
	Iteration 29Q: 3 clusters Score -301935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -301938.468750 Penalty: 2515.998535
	Iteration 30Q: 3 clusters Score -301938.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -301942.437500 Penalty: 2515.998535
	Iteration 31Q: 3 clusters Score -301942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -301945.156250 Penalty: 2515.998535
	Iteration 32Q: 3 clusters Score -301945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -301947.468750 Penalty: 2515.998535
	Iteration 33Q: 3 clusters Score -301947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -301948.875000 Penalty: 2515.998535
	Iteration 34Q: 3 clusters Score -301948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -301949.250000 Penalty: 2515.998535
	Iteration 35Q: 3 clusters Score -301949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -301949.250000 Penalty: 2515.998535
	Iteration 36F: 3 clusters Score -301949.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Entering Unmasked Estep 
Score: -968624.500000 Penalty: 1453.213623
	Iteration 0F: 2 clusters Score -968624.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -962972.812500 Penalty: 2906.427246
	Iteration 0F: 3 clusters Score -962972.8 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -964731.312500 Penalty: 2906.427246
	Iteration 1F: 3 clusters Score -964731.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -964922.750000 Penalty: 2906.427246
	Iteration 2F: 3 clusters Score -964922.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -965053.375000 Penalty: 2906.427246
	Iteration 3Q: 3 clusters Score -965053.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -965171.000000 Penalty: 2906.427246
	Iteration 4Q: 3 clusters Score -965171 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -965269.125000 Penalty: 2906.427246
	Iteration 5Q: 3 clusters Score -965269.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -965383.000000 Penalty: 2906.427246
	Iteration 6Q: 3 clusters Score -965383 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -965522.750000 Penalty: 2906.427246
	Iteration 7Q: 3 clusters Score -965522.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -965709.625000 Penalty: 2906.427246
	Iteration 8Q: 3 clusters Score -965709.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -965927.687500 Penalty: 2906.427246
	Iteration 9Q: 3 clusters Score -965927.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -966218.812500 Penalty: 2906.427246
	Iteration 10F: 3 clusters Score -966218.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -966528.000000 Penalty: 2906.427246
	Iteration 11Q: 3 clusters Score -966528 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -966812.375000 Penalty: 2906.427246
	Iteration 12Q: 3 clusters Score -966812.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -967004.562500 Penalty: 2906.427246
	Iteration 13Q: 3 clusters Score -967004.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -967151.625000 Penalty: 2906.427246
	Iteration 14Q: 3 clusters Score -967151.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -967242.875000 Penalty: 2906.427246
	Iteration 15Q: 3 clusters Score -967242.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -967299.437500 Penalty: 2906.427246
	Iteration 16Q: 3 clusters Score -967299.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -967324.562500 Penalty: 2906.427246
	Iteration 17Q: 3 clusters Score -967324.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -967338.000000 Penalty: 2906.427246
	Iteration 18Q: 3 clusters Score -967338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -967348.375000 Penalty: 2906.427246
	Iteration 19Q: 3 clusters Score -967348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -967357.937500 Penalty: 2906.427246
	Iteration 20F: 3 clusters Score -967357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -967365.000000 Penalty: 2906.427246
	Iteration 21Q: 3 clusters Score -967365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -967369.125000 Penalty: 2906.427246
	Iteration 22Q: 3 clusters Score -967369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -967375.375000 Penalty: 2906.427246
	Iteration 23Q: 3 clusters Score -967375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -967379.125000 Penalty: 2906.427246
	Iteration 24Q: 3 clusters Score -967379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -967380.937500 Penalty: 2906.427246
	Iteration 25Q: 3 clusters Score -967380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -967380.937500 Penalty: 2906.427246
	Iteration 26F: 3 clusters Score -967380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18876 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29350 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118687 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61598 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 17521 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2302 members 
Mstep: Class 24 contains 7653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939216.000000 Penalty: 50487.875000
Iteration 199Q: 25 clusters Score -5.393922e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18842 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29352 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118677 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61597 members 
Mstep: Class 17 contains 17549 members 
Mstep: Class 18 contains 17561 members 
Mstep: Class 19 contains 12696 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2305 members 
Mstep: Class 24 contains 7654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939240.000000 Penalty: 50487.875000
Iteration 200F: 25 clusters Score -5.393924e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18795 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29354 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118682 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61597 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 17607 members 
Mstep: Class 19 contains 12696 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 7652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939244.000000 Penalty: 50487.875000
Iteration 201Q: 25 clusters Score -5.393924e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18746 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29353 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118689 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61597 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 17655 members 
Mstep: Class 19 contains 12696 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 7650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939288.000000 Penalty: 50487.875000
Iteration 202Q: 25 clusters Score -5.393929e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18691 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29352 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7535 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118714 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61597 members 
Mstep: Class 17 contains 17547 members 
Mstep: Class 18 contains 17689 members 
Mstep: Class 19 contains 12696 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2298 members 
Mstep: Class 24 contains 7649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939252.000000 Penalty: 50487.875000
Iteration 203Q: 25 clusters Score -5.393925e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18644 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29356 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118731 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61597 members 
Mstep: Class 17 contains 17546 members 
Mstep: Class 18 contains 17723 members 
Mstep: Class 19 contains 12696 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 7647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939232.000000 Penalty: 50487.875000
Iteration 204Q: 25 clusters Score -5.393923e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18586 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29357 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118759 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61596 members 
Mstep: Class 17 contains 17547 members 
Mstep: Class 18 contains 17751 members 
Mstep: Class 19 contains 12696 members 
Mstep: Class 20 contains 1999 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939240.000000 Penalty: 50487.875000
Iteration 205Q: 25 clusters Score -5.393924e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18522 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29359 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118796 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17549 members 
Mstep: Class 18 contains 17777 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939248.000000 Penalty: 50487.875000
Iteration 206Q: 25 clusters Score -5.393925e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18463 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29361 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118831 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17549 members 
Mstep: Class 18 contains 17796 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 7652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939260.000000 Penalty: 50487.875000
Iteration 207Q: 25 clusters Score -5.393926e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18416 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29361 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118861 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17547 members 
Mstep: Class 18 contains 17816 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 7652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939276.000000 Penalty: 50487.875000
Iteration 208Q: 25 clusters Score -5.393928e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18362 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29361 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118892 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 17836 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 7654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939180.000000 Penalty: 50487.875000
Iteration 209Q: 25 clusters Score -5.393918e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18315 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29362 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118926 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 17846 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939140.000000 Penalty: 50487.875000
Iteration 210Q: 25 clusters Score -5.393914e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18280 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29363 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118949 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 17861 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939120.000000 Penalty: 50487.875000
Iteration 211Q: 25 clusters Score -5.393912e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18248 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29365 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118965 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17546 members 
Mstep: Class 18 contains 17878 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939116.000000 Penalty: 50487.875000
Iteration 212Q: 25 clusters Score -5.393912e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18213 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29367 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 118986 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17542 members 
Mstep: Class 18 contains 17889 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 7659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939132.000000 Penalty: 50487.875000
Iteration 213Q: 25 clusters Score -5.393913e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18175 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29373 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119012 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17541 members 
Mstep: Class 18 contains 17894 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 7661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939128.000000 Penalty: 50487.875000
Iteration 214Q: 25 clusters Score -5.393913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18144 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29374 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119032 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17540 members 
Mstep: Class 18 contains 17905 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939112.000000 Penalty: 50487.875000
Iteration 215Q: 25 clusters Score -5.393911e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18111 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29377 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119053 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17539 members 
Mstep: Class 18 contains 17915 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939124.000000 Penalty: 50487.875000
Iteration 216Q: 25 clusters Score -5.393912e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18084 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29378 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119075 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17539 members 
Mstep: Class 18 contains 17918 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939084.000000 Penalty: 50487.875000
Iteration 217Q: 25 clusters Score -5.393908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18056 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29381 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119095 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17538 members 
Mstep: Class 18 contains 17921 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939100.000000 Penalty: 50487.875000
Iteration 218Q: 25 clusters Score -5.39391e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 18026 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29382 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119122 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17537 members 
Mstep: Class 18 contains 17925 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939072.000000 Penalty: 50487.875000
Iteration 219Q: 25 clusters Score -5.393907e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17998 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119144 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 17930 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939060.000000 Penalty: 50487.875000
Iteration 220F: 25 clusters Score -5.393906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12228 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17964 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29382 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119175 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61595 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 17933 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939064.000000 Penalty: 50487.875000
Iteration 221Q: 25 clusters Score -5.393906e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17915 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29382 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119219 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 17934 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939072.000000 Penalty: 50487.875000
Iteration 222Q: 25 clusters Score -5.393907e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17863 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29384 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119260 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 17936 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939060.000000 Penalty: 50487.875000
Iteration 223Q: 25 clusters Score -5.393906e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17791 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29389 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119316 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 17946 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938988.000000 Penalty: 50487.875000
Iteration 224Q: 25 clusters Score -5.393899e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17721 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29392 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119374 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 17956 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938956.000000 Penalty: 50487.875000
Iteration 225Q: 25 clusters Score -5.393896e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29395 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119420 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 17969 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938920.000000 Penalty: 50487.875000
Iteration 226Q: 25 clusters Score -5.393892e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17615 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29397 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119443 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 17990 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938920.000000 Penalty: 50487.875000
Iteration 227Q: 25 clusters Score -5.393892e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17566 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 29400 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119467 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 18013 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 7682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938868.000000 Penalty: 50487.875000
Iteration 228Q: 25 clusters Score -5.393887e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17517 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29403 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119490 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 18040 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938896.000000 Penalty: 50487.875000
Iteration 229Q: 25 clusters Score -5.39389e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17472 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54761 members 
Mstep: Class 9 contains 29405 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119515 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 18060 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 7684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938888.000000 Penalty: 50487.875000
Iteration 230Q: 25 clusters Score -5.393889e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17424 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54760 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119538 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 18081 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 7687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938916.000000 Penalty: 50487.875000
Iteration 231Q: 25 clusters Score -5.393892e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54758 members 
Mstep: Class 9 contains 29410 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119562 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 18104 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938952.000000 Penalty: 50487.875000
Iteration 232Q: 25 clusters Score -5.393895e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17326 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54757 members 
Mstep: Class 9 contains 29410 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119584 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61593 members 
Mstep: Class 17 contains 17536 members 
Mstep: Class 18 contains 18131 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938924.000000 Penalty: 50487.875000
Iteration 233Q: 25 clusters Score -5.393892e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17276 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54760 members 
Mstep: Class 9 contains 29414 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119603 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61590 members 
Mstep: Class 17 contains 17535 members 
Mstep: Class 18 contains 18160 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 7691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938964.000000 Penalty: 50487.875000
Iteration 234Q: 25 clusters Score -5.393896e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17231 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54761 members 
Mstep: Class 9 contains 29418 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119613 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61590 members 
Mstep: Class 17 contains 17534 members 
Mstep: Class 18 contains 18190 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16659 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 7695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938916.000000 Penalty: 50487.875000
Iteration 235Q: 25 clusters Score -5.393892e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17168 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54759 members 
Mstep: Class 9 contains 29422 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119655 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61590 members 
Mstep: Class 17 contains 17533 members 
Mstep: Class 18 contains 18211 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 7697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938916.000000 Penalty: 50487.875000
Iteration 236Q: 25 clusters Score -5.393892e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17097 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54758 members 
Mstep: Class 9 contains 29423 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119703 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61589 members 
Mstep: Class 17 contains 17532 members 
Mstep: Class 18 contains 18238 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16658 members 
Mstep: Class 23 contains 2287 members 
Mstep: Class 24 contains 7697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938852.000000 Penalty: 50487.875000
Iteration 237Q: 25 clusters Score -5.393885e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 17018 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 54757 members 
Mstep: Class 9 contains 29429 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119755 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61590 members 
Mstep: Class 17 contains 17531 members 
Mstep: Class 18 contains 18264 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938828.000000 Penalty: 50487.875000
Iteration 238Q: 25 clusters Score -5.393883e+07 nChanged 113
Entering ConstructFrom: 
Score: -53938828.000000 Penalty: 50487.875000
Entering ConstructFrom: 
Trying to split cluster 1 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -85316.562500 Penalty: 1073.800171
	Iteration 0F: 2 clusters Score -85316.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84054.453125 Penalty: 2147.600342
	Iteration 0F: 3 clusters Score -84054.45 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84260.445312 Penalty: 2147.600342
	Iteration 1F: 3 clusters Score -84260.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84354.367188 Penalty: 2147.600342
	Iteration 2F: 3 clusters Score -84354.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84415.859375 Penalty: 2147.600342
	Iteration 3Q: 3 clusters Score -84415.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84475.890625 Penalty: 2147.600342
	Iteration 4Q: 3 clusters Score -84475.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84538.210938 Penalty: 2147.600342
	Iteration 5Q: 3 clusters Score -84538.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84592.476562 Penalty: 2147.600342
	Iteration 6F: 3 clusters Score -84592.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84613.156250 Penalty: 2147.600342
	Iteration 7Q: 3 clusters Score -84613.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84631.703125 Penalty: 2147.600342
	Iteration 8Q: 3 clusters Score -84631.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84638.929688 Penalty: 2147.600342
	Iteration 9Q: 3 clusters Score -84638.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84648.882812 Penalty: 2147.600342
	Iteration 10Q: 3 clusters Score -84648.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84652.257812 Penalty: 2147.600342
	Iteration 11Q: 3 clusters Score -84652.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84661.890625 Penalty: 2147.600342
	Iteration 12Q: 3 clusters Score -84661.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84666.625000 Penalty: 2147.600342
	Iteration 13Q: 3 clusters Score -84666.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84669.703125 Penalty: 2147.600342
	Iteration 14Q: 3 clusters Score -84669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84675.773438 Penalty: 2147.600342
	Iteration 15Q: 3 clusters Score -84675.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84676.500000 Penalty: 2147.600342
	Iteration 16Q: 3 clusters Score -84676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84679.390625 Penalty: 2147.600342
	Iteration 17Q: 3 clusters Score -84679.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84682.218750 Penalty: 2147.600342
	Iteration 18Q: 3 clusters Score -84682.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84685.289062 Penalty: 2147.600342
	Iteration 19Q: 3 clusters Score -84685.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84694.367188 Penalty: 2147.600342
	Iteration 20F: 3 clusters Score -84694.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84695.695312 Penalty: 2147.600342
	Iteration 21Q: 3 clusters Score -84695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84699.273438 Penalty: 2147.600342
	Iteration 22Q: 3 clusters Score -84699.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84702.140625 Penalty: 2147.600342
	Iteration 23Q: 3 clusters Score -84702.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84704.359375 Penalty: 2147.600342
	Iteration 24Q: 3 clusters Score -84704.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84706.554688 Penalty: 2147.600342
	Iteration 25Q: 3 clusters Score -84706.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84710.164062 Penalty: 2147.600342
	Iteration 26Q: 3 clusters Score -84710.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84716.929688 Penalty: 2147.600342
	Iteration 27Q: 3 clusters Score -84716.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84730.968750 Penalty: 2147.600342
	Iteration 28Q: 3 clusters Score -84730.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84736.601562 Penalty: 2147.600342
	Iteration 29Q: 3 clusters Score -84736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84743.812500 Penalty: 2147.600342
	Iteration 30Q: 3 clusters Score -84743.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84749.531250 Penalty: 2147.600342
	Iteration 31Q: 3 clusters Score -84749.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84751.203125 Penalty: 2147.600342
	Iteration 32Q: 3 clusters Score -84751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84756.085938 Penalty: 2147.600342
	Iteration 33Q: 3 clusters Score -84756.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84762.789062 Penalty: 2147.600342
	Iteration 34Q: 3 clusters Score -84762.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84766.000000 Penalty: 2147.600342
	Iteration 35Q: 3 clusters Score -84766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84769.203125 Penalty: 2147.600342
	Iteration 36Q: 3 clusters Score -84769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84773.460938 Penalty: 2147.600342
	Iteration 37Q: 3 clusters Score -84773.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84778.781250 Penalty: 2147.600342
	Iteration 38Q: 3 clusters Score -84778.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84781.187500 Penalty: 2147.600342
	Iteration 39Q: 3 clusters Score -84781.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84786.335938 Penalty: 2147.600342
	Iteration 40F: 3 clusters Score -84786.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84831.195312 Penalty: 2147.600342
	Iteration 41Q: 3 clusters Score -84831.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84878.515625 Penalty: 2147.600342
	Iteration 42Q: 3 clusters Score -84878.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84906.226562 Penalty: 2147.600342
	Iteration 43Q: 3 clusters Score -84906.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84920.007812 Penalty: 2147.600342
	Iteration 44Q: 3 clusters Score -84920.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84927.390625 Penalty: 2147.600342
	Iteration 45Q: 3 clusters Score -84927.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84931.812500 Penalty: 2147.600342
	Iteration 46Q: 3 clusters Score -84931.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84933.992188 Penalty: 2147.600342
	Iteration 47Q: 3 clusters Score -84933.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84937.726562 Penalty: 2147.600342
	Iteration 48Q: 3 clusters Score -84937.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84947.023438 Penalty: 2147.600342
	Iteration 49Q: 3 clusters Score -84947.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84949.851562 Penalty: 2147.600342
	Iteration 50Q: 3 clusters Score -84949.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84952.093750 Penalty: 2147.600342
	Iteration 51Q: 3 clusters Score -84952.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84952.734375 Penalty: 2147.600342
	Iteration 52Q: 3 clusters Score -84952.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84953.484375 Penalty: 2147.600342
	Iteration 53Q: 3 clusters Score -84953.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84954.429688 Penalty: 2147.600342
	Iteration 54Q: 3 clusters Score -84954.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84954.968750 Penalty: 2147.600342
	Iteration 55Q: 3 clusters Score -84954.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84955.664062 Penalty: 2147.600342
	Iteration 56Q: 3 clusters Score -84955.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84956.742188 Penalty: 2147.600342
	Iteration 57Q: 3 clusters Score -84956.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84956.742188 Penalty: 2147.600342
	Iteration 58F: 3 clusters Score -84956.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Entering Unmasked Estep 
Score: -1536346.375000 Penalty: 1529.379395
	Iteration 0F: 2 clusters Score -1536346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1527695.875000 Penalty: 3058.758789
	Iteration 0F: 3 clusters Score -1527696 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1530616.875000 Penalty: 3058.758789
	Iteration 1F: 3 clusters Score -1530617 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1530894.500000 Penalty: 3058.758789
	Iteration 2F: 3 clusters Score -1530894 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1531132.000000 Penalty: 3058.758789
	Iteration 3Q: 3 clusters Score -1531132 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1531343.250000 Penalty: 3058.758789
	Iteration 4Q: 3 clusters Score -1531343 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1531502.625000 Penalty: 3058.758789
	Iteration 5Q: 3 clusters Score -1531503 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1531668.500000 Penalty: 3058.758789
	Iteration 6Q: 3 clusters Score -1531668 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1531834.375000 Penalty: 3058.758789
	Iteration 7Q: 3 clusters Score -1531834 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1532001.000000 Penalty: 3058.758789
	Iteration 8Q: 3 clusters Score -1532001 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1532173.875000 Penalty: 3058.758789
	Iteration 9Q: 3 clusters Score -1532174 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1532338.125000 Penalty: 3058.758789
	Iteration 10Q: 3 clusters Score -1532338 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1532522.375000 Penalty: 3058.758789
	Iteration 11Q: 3 clusters Score -1532522 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1532722.750000 Penalty: 3058.758789
	Iteration 12Q: 3 clusters Score -1532723 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1532936.000000 Penalty: 3058.758789
	Iteration 13Q: 3 clusters Score -1532936 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1533140.125000 Penalty: 3058.758789
	Iteration 14Q: 3 clusters Score -1533140 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1533303.625000 Penalty: 3058.758789
	Iteration 15Q: 3 clusters Score -1533304 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1533402.375000 Penalty: 3058.758789
	Iteration 16Q: 3 clusters Score -1533402 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1533467.750000 Penalty: 3058.758789
	Iteration 17Q: 3 clusters Score -1533468 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1533505.750000 Penalty: 3058.758789
	Iteration 18Q: 3 clusters Score -1533506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1533530.375000 Penalty: 3058.758789
	Iteration 19Q: 3 clusters Score -1533530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1533540.250000 Penalty: 3058.758789
	Iteration 20F: 3 clusters Score -1533540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1533554.125000 Penalty: 3058.758789
	Iteration 21Q: 3 clusters Score -1533554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1533563.500000 Penalty: 3058.758789
	Iteration 22Q: 3 clusters Score -1533564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1533568.250000 Penalty: 3058.758789
	Iteration 23Q: 3 clusters Score -1533568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1533576.000000 Penalty: 3058.758789
	Iteration 24Q: 3 clusters Score -1533576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1533583.000000 Penalty: 3058.758789
	Iteration 25Q: 3 clusters Score -1533583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1533587.625000 Penalty: 3058.758789
	Iteration 26Q: 3 clusters Score -1533588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1533594.125000 Penalty: 3058.758789
	Iteration 27Q: 3 clusters Score -1533594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1533600.750000 Penalty: 3058.758789
	Iteration 28Q: 3 clusters Score -1533601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1533603.375000 Penalty: 3058.758789
	Iteration 29Q: 3 clusters Score -1533603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1533605.750000 Penalty: 3058.758789
	Iteration 30Q: 3 clusters Score -1533606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1533612.000000 Penalty: 3058.758789
	Iteration 31Q: 3 clusters Score -1533612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1533616.000000 Penalty: 3058.758789
	Iteration 32Q: 3 clusters Score -1533616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1533616.250000 Penalty: 3058.758789
	Iteration 33Q: 3 clusters Score -1533616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1533620.625000 Penalty: 3058.758789
	Iteration 34Q: 3 clusters Score -1533621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1533628.625000 Penalty: 3058.758789
	Iteration 35Q: 3 clusters Score -1533629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1533629.625000 Penalty: 3058.758789
	Iteration 36Q: 3 clusters Score -1533630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1533629.875000 Penalty: 3058.758789
	Iteration 37Q: 3 clusters Score -1533630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1533637.000000 Penalty: 3058.758789
	Iteration 38Q: 3 clusters Score -1533637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1533640.625000 Penalty: 3058.758789
	Iteration 39Q: 3 clusters Score -1533641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1533644.750000 Penalty: 3058.758789
	Iteration 40F: 3 clusters Score -1533645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1533642.500000 Penalty: 3058.758789
	Iteration 41Q: 3 clusters Score -1533642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1533645.625000 Penalty: 3058.758789
	Iteration 42Q: 3 clusters Score -1533646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1533650.625000 Penalty: 3058.758789
	Iteration 43Q: 3 clusters Score -1533651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1533654.625000 Penalty: 3058.758789
	Iteration 44Q: 3 clusters Score -1533655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1533660.750000 Penalty: 3058.758789
	Iteration 45Q: 3 clusters Score -1533661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1533662.500000 Penalty: 3058.758789
	Iteration 46Q: 3 clusters Score -1533662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1533669.125000 Penalty: 3058.758789
	Iteration 47Q: 3 clusters Score -1533669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1533672.875000 Penalty: 3058.758789
	Iteration 48Q: 3 clusters Score -1533673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1533683.125000 Penalty: 3058.758789
	Iteration 49Q: 3 clusters Score -1533683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1533685.500000 Penalty: 3058.758789
	Iteration 50Q: 3 clusters Score -1533686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1533690.125000 Penalty: 3058.758789
	Iteration 51Q: 3 clusters Score -1533690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1533695.125000 Penalty: 3058.758789
	Iteration 52Q: 3 clusters Score -1533695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1533708.000000 Penalty: 3058.758789
	Iteration 53Q: 3 clusters Score -1533708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1533722.750000 Penalty: 3058.758789
	Iteration 54Q: 3 clusters Score -1533723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1533734.125000 Penalty: 3058.758789
	Iteration 55Q: 3 clusters Score -1533734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1533746.750000 Penalty: 3058.758789
	Iteration 56Q: 3 clusters Score -1533747 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1533755.250000 Penalty: 3058.758789
	Iteration 57Q: 3 clusters Score -1533755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1533770.750000 Penalty: 3058.758789
	Iteration 58Q: 3 clusters Score -1533771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1533781.000000 Penalty: 3058.758789
	Iteration 59Q: 3 clusters Score -1533781 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1533793.750000 Penalty: 3058.758789
	Iteration 60F: 3 clusters Score -1533794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1533809.625000 Penalty: 3058.758789
	Iteration 61Q: 3 clusters Score -1533810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1533829.750000 Penalty: 3058.758789
	Iteration 62Q: 3 clusters Score -1533830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1533841.125000 Penalty: 3058.758789
	Iteration 63Q: 3 clusters Score -1533841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1533852.250000 Penalty: 3058.758789
	Iteration 64Q: 3 clusters Score -1533852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1533871.375000 Penalty: 3058.758789
	Iteration 65Q: 3 clusters Score -1533871 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1533889.125000 Penalty: 3058.758789
	Iteration 66Q: 3 clusters Score -1533889 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1533900.125000 Penalty: 3058.758789
	Iteration 67Q: 3 clusters Score -1533900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1533912.000000 Penalty: 3058.758789
	Iteration 68Q: 3 clusters Score -1533912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1533920.250000 Penalty: 3058.758789
	Iteration 69Q: 3 clusters Score -1533920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1533931.250000 Penalty: 3058.758789
	Iteration 70Q: 3 clusters Score -1533931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1533940.125000 Penalty: 3058.758789
	Iteration 71Q: 3 clusters Score -1533940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1533949.000000 Penalty: 3058.758789
	Iteration 72Q: 3 clusters Score -1533949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1533960.375000 Penalty: 3058.758789
	Iteration 73Q: 3 clusters Score -1533960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1533966.625000 Penalty: 3058.758789
	Iteration 74Q: 3 clusters Score -1533967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1533979.000000 Penalty: 3058.758789
	Iteration 75Q: 3 clusters Score -1533979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1533987.500000 Penalty: 3058.758789
	Iteration 76Q: 3 clusters Score -1533988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1533990.625000 Penalty: 3058.758789
	Iteration 77Q: 3 clusters Score -1533991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1533991.500000 Penalty: 3058.758789
	Iteration 78Q: 3 clusters Score -1533992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1533993.875000 Penalty: 3058.758789
	Iteration 79Q: 3 clusters Score -1533994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1533998.625000 Penalty: 3058.758789
	Iteration 80F: 3 clusters Score -1533999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1534005.250000 Penalty: 3058.758789
	Iteration 81Q: 3 clusters Score -1534005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1534001.375000 Penalty: 3058.758789
	Iteration 82Q: 3 clusters Score -1534001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1534008.250000 Penalty: 3058.758789
	Iteration 83Q: 3 clusters Score -1534008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1534008.875000 Penalty: 3058.758789
	Iteration 84Q: 3 clusters Score -1534009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1534012.625000 Penalty: 3058.758789
	Iteration 85Q: 3 clusters Score -1534013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1534015.250000 Penalty: 3058.758789
	Iteration 86Q: 3 clusters Score -1534015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1534018.500000 Penalty: 3058.758789
	Iteration 87Q: 3 clusters Score -1534018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1534023.500000 Penalty: 3058.758789
	Iteration 88Q: 3 clusters Score -1534024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1534025.750000 Penalty: 3058.758789
	Iteration 89Q: 3 clusters Score -1534026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1534027.250000 Penalty: 3058.758789
	Iteration 90Q: 3 clusters Score -1534027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1534031.750000 Penalty: 3058.758789
	Iteration 91Q: 3 clusters Score -1534032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1534026.250000 Penalty: 3058.758789
	Iteration 92Q: 3 clusters Score -1534026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1534026.375000 Penalty: 3058.758789
	Iteration 93Q: 3 clusters Score -1534026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1534030.750000 Penalty: 3058.758789
	Iteration 94Q: 3 clusters Score -1534031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1534040.125000 Penalty: 3058.758789
	Iteration 95Q: 3 clusters Score -1534040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1534039.125000 Penalty: 3058.758789
	Iteration 96Q: 3 clusters Score -1534039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1534039.250000 Penalty: 3058.758789
	Iteration 97Q: 3 clusters Score -1534039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1534041.375000 Penalty: 3058.758789
	Iteration 98Q: 3 clusters Score -1534041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1534042.375000 Penalty: 3058.758789
	Iteration 99Q: 3 clusters Score -1534042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1534044.250000 Penalty: 3058.758789
	Iteration 100F: 3 clusters Score -1534044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1534044.875000 Penalty: 3058.758789
	Iteration 101Q: 3 clusters Score -1534045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1534046.375000 Penalty: 3058.758789
	Iteration 102Q: 3 clusters Score -1534046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1534047.375000 Penalty: 3058.758789
	Iteration 103Q: 3 clusters Score -1534047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1534046.750000 Penalty: 3058.758789
	Iteration 104Q: 3 clusters Score -1534047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1534048.500000 Penalty: 3058.758789
	Iteration 105Q: 3 clusters Score -1534048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1534048.375000 Penalty: 3058.758789
	Iteration 106Q: 3 clusters Score -1534048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1534049.250000 Penalty: 3058.758789
	Iteration 107Q: 3 clusters Score -1534049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1534054.500000 Penalty: 3058.758789
	Iteration 108Q: 3 clusters Score -1534054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1534051.500000 Penalty: 3058.758789
	Iteration 109Q: 3 clusters Score -1534052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1534053.125000 Penalty: 3058.758789
	Iteration 110Q: 3 clusters Score -1534053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1534054.500000 Penalty: 3058.758789
	Iteration 111Q: 3 clusters Score -1534054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1534053.250000 Penalty: 3058.758789
	Iteration 112Q: 3 clusters Score -1534053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1534054.125000 Penalty: 3058.758789
	Iteration 113Q: 3 clusters Score -1534054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1534053.375000 Penalty: 3058.758789
	Iteration 114Q: 3 clusters Score -1534053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1534053.375000 Penalty: 3058.758789
	Iteration 115F: 3 clusters Score -1534053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -132894.765625 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -132894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131396.890625 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -131396.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131703.984375 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -131704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131850.718750 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -131850.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -131969.000000 Penalty: 2270.934326
	Iteration 3F: 3 clusters Score -131969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -132018.453125 Penalty: 2270.934326
	Iteration 4Q: 3 clusters Score -132018.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132044.515625 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -132044.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -132060.375000 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -132060.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -132073.046875 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -132073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132085.031250 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -132085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -132098.421875 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -132098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132115.187500 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -132115.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132126.890625 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -132126.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132139.953125 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -132140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132148.593750 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -132148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132157.171875 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -132157.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132164.062500 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -132164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132168.750000 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -132168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -132172.234375 Penalty: 2270.934326
	Iteration 17Q: 3 clusters Score -132172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132174.203125 Penalty: 2270.934326
	Iteration 18Q: 3 clusters Score -132174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132175.343750 Penalty: 2270.934326
	Iteration 19Q: 3 clusters Score -132175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -132177.484375 Penalty: 2270.934326
	Iteration 20F: 3 clusters Score -132177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132179.906250 Penalty: 2270.934326
	Iteration 21Q: 3 clusters Score -132179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -132181.968750 Penalty: 2270.934326
	Iteration 22Q: 3 clusters Score -132182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132183.515625 Penalty: 2270.934326
	Iteration 23Q: 3 clusters Score -132183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132185.656250 Penalty: 2270.934326
	Iteration 24Q: 3 clusters Score -132185.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -132187.109375 Penalty: 2270.934326
	Iteration 25Q: 3 clusters Score -132187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132189.500000 Penalty: 2270.934326
	Iteration 26Q: 3 clusters Score -132189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132196.484375 Penalty: 2270.934326
	Iteration 27Q: 3 clusters Score -132196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -132199.890625 Penalty: 2270.934326
	Iteration 28Q: 3 clusters Score -132199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -132200.718750 Penalty: 2270.934326
	Iteration 29Q: 3 clusters Score -132200.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -132200.718750 Penalty: 2270.934326
	Iteration 30F: 3 clusters Score -132200.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -208319.406250 Penalty: 1212.982910
	Iteration 0F: 2 clusters Score -208319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -206488.734375 Penalty: 2425.965820
	Iteration 0F: 3 clusters Score -206488.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -207259.703125 Penalty: 2425.965820
	Iteration 1F: 3 clusters Score -207259.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -207687.000000 Penalty: 2425.965820
	Iteration 2F: 3 clusters Score -207687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -207948.453125 Penalty: 2425.965820
	Iteration 3F: 3 clusters Score -207948.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -208056.156250 Penalty: 2425.965820
	Iteration 4Q: 3 clusters Score -208056.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -208103.171875 Penalty: 2425.965820
	Iteration 5Q: 3 clusters Score -208103.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -208134.093750 Penalty: 2425.965820
	Iteration 6Q: 3 clusters Score -208134.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -208141.437500 Penalty: 2425.965820
	Iteration 7Q: 3 clusters Score -208141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -208145.484375 Penalty: 2425.965820
	Iteration 8Q: 3 clusters Score -208145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -208148.515625 Penalty: 2425.965820
	Iteration 9Q: 3 clusters Score -208148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -208151.390625 Penalty: 2425.965820
	Iteration 10Q: 3 clusters Score -208151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -208152.484375 Penalty: 2425.965820
	Iteration 11Q: 3 clusters Score -208152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -208152.484375 Penalty: 2425.965820
	Iteration 12F: 3 clusters Score -208152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Entering Unmasked Estep 
Score: -2220155.000000 Penalty: 1582.400024
	Iteration 0F: 2 clusters Score -2220155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2208498.250000 Penalty: 3164.800049
	Iteration 0F: 3 clusters Score -2208498 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2212524.000000 Penalty: 3164.800049
	Iteration 1F: 3 clusters Score -2212524 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2212791.250000 Penalty: 3164.800049
	Iteration 2Q: 3 clusters Score -2212791 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2213054.750000 Penalty: 3164.800049
	Iteration 3Q: 3 clusters Score -2213055 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2213366.500000 Penalty: 3164.800049
	Iteration 4Q: 3 clusters Score -2213366 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2213821.500000 Penalty: 3164.800049
	Iteration 5Q: 3 clusters Score -2213822 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2214440.250000 Penalty: 3164.800049
	Iteration 6F: 3 clusters Score -2214440 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2215152.500000 Penalty: 3164.800049
	Iteration 7F: 3 clusters Score -2215152 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2215937.000000 Penalty: 3164.800049
	Iteration 8F: 3 clusters Score -2215937 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2216589.250000 Penalty: 3164.800049
	Iteration 9F: 3 clusters Score -2216589 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2217116.000000 Penalty: 3164.800049
	Iteration 10Q: 3 clusters Score -2217116 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2217514.500000 Penalty: 3164.800049
	Iteration 11Q: 3 clusters Score -2217514 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2217782.000000 Penalty: 3164.800049
	Iteration 12Q: 3 clusters Score -2217782 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2217964.500000 Penalty: 3164.800049
	Iteration 13Q: 3 clusters Score -2217964 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2218087.000000 Penalty: 3164.800049
	Iteration 14Q: 3 clusters Score -2218087 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2218194.250000 Penalty: 3164.800049
	Iteration 15Q: 3 clusters Score -2218194 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2218281.250000 Penalty: 3164.800049
	Iteration 16Q: 3 clusters Score -2218281 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2218351.000000 Penalty: 3164.800049
	Iteration 17Q: 3 clusters Score -2218351 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2218419.750000 Penalty: 3164.800049
	Iteration 18Q: 3 clusters Score -2218420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2218461.500000 Penalty: 3164.800049
	Iteration 19Q: 3 clusters Score -2218462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2218493.500000 Penalty: 3164.800049
	Iteration 20F: 3 clusters Score -2218494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2218520.750000 Penalty: 3164.800049
	Iteration 21Q: 3 clusters Score -2218521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2218552.500000 Penalty: 3164.800049
	Iteration 22Q: 3 clusters Score -2218552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2218573.250000 Penalty: 3164.800049
	Iteration 23Q: 3 clusters Score -2218573 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2218591.750000 Penalty: 3164.800049
	Iteration 24Q: 3 clusters Score -2218592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2218599.750000 Penalty: 3164.800049
	Iteration 25Q: 3 clusters Score -2218600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2218612.000000 Penalty: 3164.800049
	Iteration 26Q: 3 clusters Score -2218612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2218623.250000 Penalty: 3164.800049
	Iteration 27Q: 3 clusters Score -2218623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2218639.750000 Penalty: 3164.800049
	Iteration 28Q: 3 clusters Score -2218640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2218643.750000 Penalty: 3164.800049
	Iteration 29Q: 3 clusters Score -2218644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2218653.250000 Penalty: 3164.800049
	Iteration 30Q: 3 clusters Score -2218653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2218658.500000 Penalty: 3164.800049
	Iteration 31Q: 3 clusters Score -2218658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2218662.750000 Penalty: 3164.800049
	Iteration 32Q: 3 clusters Score -2218663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2218668.500000 Penalty: 3164.800049
	Iteration 33Q: 3 clusters Score -2218668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2218674.000000 Penalty: 3164.800049
	Iteration 34Q: 3 clusters Score -2218674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2218679.500000 Penalty: 3164.800049
	Iteration 35Q: 3 clusters Score -2218680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2218682.000000 Penalty: 3164.800049
	Iteration 36Q: 3 clusters Score -2218682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2218690.000000 Penalty: 3164.800049
	Iteration 37Q: 3 clusters Score -2218690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2218693.250000 Penalty: 3164.800049
	Iteration 38Q: 3 clusters Score -2218693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2218698.250000 Penalty: 3164.800049
	Iteration 39Q: 3 clusters Score -2218698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2218706.500000 Penalty: 3164.800049
	Iteration 40F: 3 clusters Score -2218706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2218713.250000 Penalty: 3164.800049
	Iteration 41Q: 3 clusters Score -2218713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2218719.500000 Penalty: 3164.800049
	Iteration 42Q: 3 clusters Score -2218720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2218720.000000 Penalty: 3164.800049
	Iteration 43Q: 3 clusters Score -2218720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2218722.000000 Penalty: 3164.800049
	Iteration 44Q: 3 clusters Score -2218722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2218725.750000 Penalty: 3164.800049
	Iteration 45Q: 3 clusters Score -2218726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2218726.250000 Penalty: 3164.800049
	Iteration 46Q: 3 clusters Score -2218726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2218727.750000 Penalty: 3164.800049
	Iteration 47Q: 3 clusters Score -2218728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2218731.250000 Penalty: 3164.800049
	Iteration 48Q: 3 clusters Score -2218731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2218729.750000 Penalty: 3164.800049
	Iteration 49Q: 3 clusters Score -2218730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2218734.750000 Penalty: 3164.800049
	Iteration 50Q: 3 clusters Score -2218735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2218737.500000 Penalty: 3164.800049
	Iteration 51Q: 3 clusters Score -2218738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2218739.000000 Penalty: 3164.800049
	Iteration 52Q: 3 clusters Score -2218739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2218742.750000 Penalty: 3164.800049
	Iteration 53Q: 3 clusters Score -2218743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2218743.750000 Penalty: 3164.800049
	Iteration 54Q: 3 clusters Score -2218744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2218755.250000 Penalty: 3164.800049
	Iteration 55Q: 3 clusters Score -2218755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2218760.250000 Penalty: 3164.800049
	Iteration 56Q: 3 clusters Score -2218760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2218773.000000 Penalty: 3164.800049
	Iteration 57Q: 3 clusters Score -2218773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2218785.000000 Penalty: 3164.800049
	Iteration 58Q: 3 clusters Score -2218785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2218788.500000 Penalty: 3164.800049
	Iteration 59Q: 3 clusters Score -2218788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2218792.750000 Penalty: 3164.800049
	Iteration 60F: 3 clusters Score -2218793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2218801.250000 Penalty: 3164.800049
	Iteration 61Q: 3 clusters Score -2218801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2218804.250000 Penalty: 3164.800049
	Iteration 62Q: 3 clusters Score -2218804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2218814.500000 Penalty: 3164.800049
	Iteration 63Q: 3 clusters Score -2218814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2218820.000000 Penalty: 3164.800049
	Iteration 64Q: 3 clusters Score -2218820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2218828.500000 Penalty: 3164.800049
	Iteration 65Q: 3 clusters Score -2218828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2218829.000000 Penalty: 3164.800049
	Iteration 66Q: 3 clusters Score -2218829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2218828.500000 Penalty: 3164.800049
	Iteration 67Q: 3 clusters Score -2218828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2218836.500000 Penalty: 3164.800049
	Iteration 68Q: 3 clusters Score -2218836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2218837.250000 Penalty: 3164.800049
	Iteration 69Q: 3 clusters Score -2218837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2218839.750000 Penalty: 3164.800049
	Iteration 70Q: 3 clusters Score -2218840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2218840.250000 Penalty: 3164.800049
	Iteration 71Q: 3 clusters Score -2218840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2218844.750000 Penalty: 3164.800049
	Iteration 72Q: 3 clusters Score -2218845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2218844.500000 Penalty: 3164.800049
	Iteration 73Q: 3 clusters Score -2218844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2218845.750000 Penalty: 3164.800049
	Iteration 74Q: 3 clusters Score -2218846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2218847.500000 Penalty: 3164.800049
	Iteration 75Q: 3 clusters Score -2218848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2218849.000000 Penalty: 3164.800049
	Iteration 76Q: 3 clusters Score -2218849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2218850.000000 Penalty: 3164.800049
	Iteration 77Q: 3 clusters Score -2218850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2218852.000000 Penalty: 3164.800049
	Iteration 78Q: 3 clusters Score -2218852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2218853.000000 Penalty: 3164.800049
	Iteration 79Q: 3 clusters Score -2218853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2218854.750000 Penalty: 3164.800049
	Iteration 80F: 3 clusters Score -2218855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2218855.500000 Penalty: 3164.800049
	Iteration 81Q: 3 clusters Score -2218856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2218855.500000 Penalty: 3164.800049
	Iteration 82F: 3 clusters Score -2218856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Entering Unmasked Estep 
Score: -2753412.500000 Penalty: 1615.776123
	Iteration 0F: 2 clusters Score -2753412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2739328.000000 Penalty: 3231.552246
	Iteration 0F: 3 clusters Score -2739328 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2744585.500000 Penalty: 3231.552246
	Iteration 1F: 3 clusters Score -2744586 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2745025.500000 Penalty: 3231.552246
	Iteration 2F: 3 clusters Score -2745026 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2745582.750000 Penalty: 3231.552246
	Iteration 3F: 3 clusters Score -2745583 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2746241.250000 Penalty: 3231.552246
	Iteration 4F: 3 clusters Score -2746241 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2747141.750000 Penalty: 3231.552246
	Iteration 5F: 3 clusters Score -2747142 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2748276.750000 Penalty: 3231.552246
	Iteration 6F: 3 clusters Score -2748277 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2749519.250000 Penalty: 3231.552246
	Iteration 7F: 3 clusters Score -2749519 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2750503.000000 Penalty: 3231.552246
	Iteration 8F: 3 clusters Score -2750503 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2751130.000000 Penalty: 3231.552246
	Iteration 9Q: 3 clusters Score -2751130 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2751531.250000 Penalty: 3231.552246
	Iteration 10Q: 3 clusters Score -2751531 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2751742.250000 Penalty: 3231.552246
	Iteration 11Q: 3 clusters Score -2751742 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2751862.000000 Penalty: 3231.552246
	Iteration 12Q: 3 clusters Score -2751862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2751928.250000 Penalty: 3231.552246
	Iteration 13Q: 3 clusters Score -2751928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2751964.000000 Penalty: 3231.552246
	Iteration 14Q: 3 clusters Score -2751964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2751988.750000 Penalty: 3231.552246
	Iteration 15Q: 3 clusters Score -2751989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2751999.250000 Penalty: 3231.552246
	Iteration 16Q: 3 clusters Score -2751999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2752012.750000 Penalty: 3231.552246
	Iteration 17Q: 3 clusters Score -2752013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2752020.250000 Penalty: 3231.552246
	Iteration 18Q: 3 clusters Score -2752020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2752032.500000 Penalty: 3231.552246
	Iteration 19Q: 3 clusters Score -2752032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2752037.500000 Penalty: 3231.552246
	Iteration 20F: 3 clusters Score -2752038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2752042.750000 Penalty: 3231.552246
	Iteration 21Q: 3 clusters Score -2752043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2752046.250000 Penalty: 3231.552246
	Iteration 22Q: 3 clusters Score -2752046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2752047.500000 Penalty: 3231.552246
	Iteration 23Q: 3 clusters Score -2752048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2752047.500000 Penalty: 3231.552246
	Iteration 24F: 3 clusters Score -2752048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Entering Unmasked Estep 
Score: -1146118.125000 Penalty: 1480.027954
	Iteration 0F: 2 clusters Score -1146118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1139472.875000 Penalty: 2960.055908
	Iteration 0F: 3 clusters Score -1139473 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1141565.750000 Penalty: 2960.055908
	Iteration 1F: 3 clusters Score -1141566 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1141793.875000 Penalty: 2960.055908
	Iteration 2F: 3 clusters Score -1141794 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1141944.250000 Penalty: 2960.055908
	Iteration 3Q: 3 clusters Score -1141944 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1142068.750000 Penalty: 2960.055908
	Iteration 4Q: 3 clusters Score -1142069 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1142169.000000 Penalty: 2960.055908
	Iteration 5Q: 3 clusters Score -1142169 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1142254.375000 Penalty: 2960.055908
	Iteration 6Q: 3 clusters Score -1142254 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1142329.500000 Penalty: 2960.055908
	Iteration 7Q: 3 clusters Score -1142330 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1142393.875000 Penalty: 2960.055908
	Iteration 8Q: 3 clusters Score -1142394 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1142462.250000 Penalty: 2960.055908
	Iteration 9Q: 3 clusters Score -1142462 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1142542.875000 Penalty: 2960.055908
	Iteration 10Q: 3 clusters Score -1142543 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1142612.625000 Penalty: 2960.055908
	Iteration 11Q: 3 clusters Score -1142613 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1142687.250000 Penalty: 2960.055908
	Iteration 12Q: 3 clusters Score -1142687 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1142782.375000 Penalty: 2960.055908
	Iteration 13Q: 3 clusters Score -1142782 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1142892.500000 Penalty: 2960.055908
	Iteration 14Q: 3 clusters Score -1142892 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1143016.500000 Penalty: 2960.055908
	Iteration 15Q: 3 clusters Score -1143016 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1143165.250000 Penalty: 2960.055908
	Iteration 16Q: 3 clusters Score -1143165 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1143326.875000 Penalty: 2960.055908
	Iteration 17Q: 3 clusters Score -1143327 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1143498.125000 Penalty: 2960.055908
	Iteration 18Q: 3 clusters Score -1143498 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1143669.875000 Penalty: 2960.055908
	Iteration 19Q: 3 clusters Score -1143670 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1143795.875000 Penalty: 2960.055908
	Iteration 20F: 3 clusters Score -1143796 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1143898.000000 Penalty: 2960.055908
	Iteration 21Q: 3 clusters Score -1143898 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1144001.375000 Penalty: 2960.055908
	Iteration 22Q: 3 clusters Score -1144001 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1144122.875000 Penalty: 2960.055908
	Iteration 23Q: 3 clusters Score -1144123 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1144242.000000 Penalty: 2960.055908
	Iteration 24Q: 3 clusters Score -1144242 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1144350.875000 Penalty: 2960.055908
	Iteration 25Q: 3 clusters Score -1144351 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1144446.500000 Penalty: 2960.055908
	Iteration 26Q: 3 clusters Score -1144446 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1144516.250000 Penalty: 2960.055908
	Iteration 27Q: 3 clusters Score -1144516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1144580.625000 Penalty: 2960.055908
	Iteration 28Q: 3 clusters Score -1144581 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1144633.750000 Penalty: 2960.055908
	Iteration 29Q: 3 clusters Score -1144634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1144674.375000 Penalty: 2960.055908
	Iteration 30Q: 3 clusters Score -1144674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1144699.000000 Penalty: 2960.055908
	Iteration 31Q: 3 clusters Score -1144699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1144723.750000 Penalty: 2960.055908
	Iteration 32Q: 3 clusters Score -1144724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1144750.750000 Penalty: 2960.055908
	Iteration 33Q: 3 clusters Score -1144751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1144768.500000 Penalty: 2960.055908
	Iteration 34Q: 3 clusters Score -1144768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1144785.500000 Penalty: 2960.055908
	Iteration 35Q: 3 clusters Score -1144786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1144792.500000 Penalty: 2960.055908
	Iteration 36Q: 3 clusters Score -1144792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1144797.875000 Penalty: 2960.055908
	Iteration 37Q: 3 clusters Score -1144798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1144806.625000 Penalty: 2960.055908
	Iteration 38Q: 3 clusters Score -1144807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1144811.750000 Penalty: 2960.055908
	Iteration 39Q: 3 clusters Score -1144812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1144814.250000 Penalty: 2960.055908
	Iteration 40F: 3 clusters Score -1144814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1144821.125000 Penalty: 2960.055908
	Iteration 41Q: 3 clusters Score -1144821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1144823.750000 Penalty: 2960.055908
	Iteration 42Q: 3 clusters Score -1144824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1144827.875000 Penalty: 2960.055908
	Iteration 43Q: 3 clusters Score -1144828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1144829.250000 Penalty: 2960.055908
	Iteration 44Q: 3 clusters Score -1144829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1144831.750000 Penalty: 2960.055908
	Iteration 45Q: 3 clusters Score -1144832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1144833.000000 Penalty: 2960.055908
	Iteration 46Q: 3 clusters Score -1144833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1144836.500000 Penalty: 2960.055908
	Iteration 47Q: 3 clusters Score -1144836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1144837.750000 Penalty: 2960.055908
	Iteration 48Q: 3 clusters Score -1144838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1144838.000000 Penalty: 2960.055908
	Iteration 49Q: 3 clusters Score -1144838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1144839.375000 Penalty: 2960.055908
	Iteration 50Q: 3 clusters Score -1144839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1144840.625000 Penalty: 2960.055908
	Iteration 51Q: 3 clusters Score -1144841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1144844.875000 Penalty: 2960.055908
	Iteration 52Q: 3 clusters Score -1144845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1144847.625000 Penalty: 2960.055908
	Iteration 53Q: 3 clusters Score -1144848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1144847.625000 Penalty: 2960.055908
	Iteration 54F: 3 clusters Score -1144848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Entering Unmasked Estep 
Score: -7207184.500000 Penalty: 1772.976318
	Iteration 0F: 2 clusters Score -7207184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -7170487.500000 Penalty: 3545.952637
	Iteration 0F: 3 clusters Score -7170488 nChanged 25793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -7185134.500000 Penalty: 3545.952637
	Iteration 1F: 3 clusters Score -7185134 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -7185493.500000 Penalty: 3545.952637
	Iteration 2Q: 3 clusters Score -7185494 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -7186069.500000 Penalty: 3545.952637
	Iteration 3Q: 3 clusters Score -7186070 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -7186742.000000 Penalty: 3545.952637
	Iteration 4Q: 3 clusters Score -7186742 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -7187700.000000 Penalty: 3545.952637
	Iteration 5Q: 3 clusters Score -7187700 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -7189087.000000 Penalty: 3545.952637
	Iteration 6F: 3 clusters Score -7189087 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -7191031.000000 Penalty: 3545.952637
	Iteration 7F: 3 clusters Score -7191031 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -7193472.500000 Penalty: 3545.952637
	Iteration 8F: 3 clusters Score -7193472 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -7195935.500000 Penalty: 3545.952637
	Iteration 9F: 3 clusters Score -7195936 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -7198189.500000 Penalty: 3545.952637
	Iteration 10Q: 3 clusters Score -7198190 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -7199722.000000 Penalty: 3545.952637
	Iteration 11Q: 3 clusters Score -7199722 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -7200637.500000 Penalty: 3545.952637
	Iteration 12Q: 3 clusters Score -7200638 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -7201329.000000 Penalty: 3545.952637
	Iteration 13Q: 3 clusters Score -7201329 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -7201816.500000 Penalty: 3545.952637
	Iteration 14Q: 3 clusters Score -7201816 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -7202239.000000 Penalty: 3545.952637
	Iteration 15Q: 3 clusters Score -7202239 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -7202615.500000 Penalty: 3545.952637
	Iteration 16Q: 3 clusters Score -7202616 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7202974.000000 Penalty: 3545.952637
	Iteration 17Q: 3 clusters Score -7202974 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -7203394.500000 Penalty: 3545.952637
	Iteration 18Q: 3 clusters Score -7203394 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -7203740.000000 Penalty: 3545.952637
	Iteration 19Q: 3 clusters Score -7203740 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7204068.500000 Penalty: 3545.952637
	Iteration 20F: 3 clusters Score -7204068 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7204353.000000 Penalty: 3545.952637
	Iteration 21Q: 3 clusters Score -7204353 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7204613.000000 Penalty: 3545.952637
	Iteration 22Q: 3 clusters Score -7204613 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7204820.000000 Penalty: 3545.952637
	Iteration 23Q: 3 clusters Score -7204820 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7205042.000000 Penalty: 3545.952637
	Iteration 24Q: 3 clusters Score -7205042 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7205162.000000 Penalty: 3545.952637
	Iteration 25Q: 3 clusters Score -7205162 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7205265.500000 Penalty: 3545.952637
	Iteration 26Q: 3 clusters Score -7205266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7205324.000000 Penalty: 3545.952637
	Iteration 27Q: 3 clusters Score -7205324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7205371.500000 Penalty: 3545.952637
	Iteration 28Q: 3 clusters Score -7205372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7205409.000000 Penalty: 3545.952637
	Iteration 29Q: 3 clusters Score -7205409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7205453.000000 Penalty: 3545.952637
	Iteration 30Q: 3 clusters Score -7205453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7205480.500000 Penalty: 3545.952637
	Iteration 31Q: 3 clusters Score -7205480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7205510.500000 Penalty: 3545.952637
	Iteration 32Q: 3 clusters Score -7205510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7205513.500000 Penalty: 3545.952637
	Iteration 33Q: 3 clusters Score -7205514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7205521.000000 Penalty: 3545.952637
	Iteration 34Q: 3 clusters Score -7205521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7205539.000000 Penalty: 3545.952637
	Iteration 35Q: 3 clusters Score -7205539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7205557.000000 Penalty: 3545.952637
	Iteration 36Q: 3 clusters Score -7205557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7205559.500000 Penalty: 3545.952637
	Iteration 37Q: 3 clusters Score -7205560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7205564.000000 Penalty: 3545.952637
	Iteration 38Q: 3 clusters Score -7205564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7205571.500000 Penalty: 3545.952637
	Iteration 39Q: 3 clusters Score -7205572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7205594.000000 Penalty: 3545.952637
	Iteration 40F: 3 clusters Score -7205594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7205597.500000 Penalty: 3545.952637
	Iteration 41Q: 3 clusters Score -7205598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7205608.500000 Penalty: 3545.952637
	Iteration 42Q: 3 clusters Score -7205608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7205620.000000 Penalty: 3545.952637
	Iteration 43Q: 3 clusters Score -7205620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7205624.500000 Penalty: 3545.952637
	Iteration 44Q: 3 clusters Score -7205624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7205631.500000 Penalty: 3545.952637
	Iteration 45Q: 3 clusters Score -7205632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7205634.500000 Penalty: 3545.952637
	Iteration 46Q: 3 clusters Score -7205634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7205630.000000 Penalty: 3545.952637
	Iteration 47Q: 3 clusters Score -7205630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7205635.500000 Penalty: 3545.952637
	Iteration 48Q: 3 clusters Score -7205636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7205634.000000 Penalty: 3545.952637
	Iteration 49Q: 3 clusters Score -7205634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7205639.500000 Penalty: 3545.952637
	Iteration 50Q: 3 clusters Score -7205640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7205641.500000 Penalty: 3545.952637
	Iteration 51Q: 3 clusters Score -7205642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7205635.500000 Penalty: 3545.952637
	Iteration 52Q: 3 clusters Score -7205636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7205635.500000 Penalty: 3545.952637
	Iteration 53F: 3 clusters Score -7205636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Entering Unmasked Estep 
Score: -3873943.000000 Penalty: 1672.093018
	Iteration 0F: 2 clusters Score -3873943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3854162.750000 Penalty: 3344.186035
	Iteration 0F: 3 clusters Score -3854163 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3861640.500000 Penalty: 3344.186035
	Iteration 1F: 3 clusters Score -3861640 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3861921.750000 Penalty: 3344.186035
	Iteration 2Q: 3 clusters Score -3861922 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3862196.750000 Penalty: 3344.186035
	Iteration 3Q: 3 clusters Score -3862197 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3862462.250000 Penalty: 3344.186035
	Iteration 4Q: 3 clusters Score -3862462 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3862807.000000 Penalty: 3344.186035
	Iteration 5Q: 3 clusters Score -3862807 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3863183.500000 Penalty: 3344.186035
	Iteration 6Q: 3 clusters Score -3863184 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3863607.500000 Penalty: 3344.186035
	Iteration 7Q: 3 clusters Score -3863608 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3864192.500000 Penalty: 3344.186035
	Iteration 8Q: 3 clusters Score -3864192 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3864929.500000 Penalty: 3344.186035
	Iteration 9F: 3 clusters Score -3864930 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3865746.750000 Penalty: 3344.186035
	Iteration 10F: 3 clusters Score -3865747 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3866750.250000 Penalty: 3344.186035
	Iteration 11F: 3 clusters Score -3866750 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3867861.250000 Penalty: 3344.186035
	Iteration 12F: 3 clusters Score -3867861 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3868921.750000 Penalty: 3344.186035
	Iteration 13F: 3 clusters Score -3868922 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3869915.250000 Penalty: 3344.186035
	Iteration 14Q: 3 clusters Score -3869915 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3870810.250000 Penalty: 3344.186035
	Iteration 15Q: 3 clusters Score -3870810 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3871506.250000 Penalty: 3344.186035
	Iteration 16Q: 3 clusters Score -3871506 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -3871952.500000 Penalty: 3344.186035
	Iteration 17Q: 3 clusters Score -3871952 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3872195.000000 Penalty: 3344.186035
	Iteration 18Q: 3 clusters Score -3872195 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -3872316.750000 Penalty: 3344.186035
	Iteration 19Q: 3 clusters Score -3872317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3872382.250000 Penalty: 3344.186035
	Iteration 20F: 3 clusters Score -3872382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -3872410.250000 Penalty: 3344.186035
	Iteration 21Q: 3 clusters Score -3872410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -3872431.750000 Penalty: 3344.186035
	Iteration 22Q: 3 clusters Score -3872432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -3872439.750000 Penalty: 3344.186035
	Iteration 23Q: 3 clusters Score -3872440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -3872445.750000 Penalty: 3344.186035
	Iteration 24Q: 3 clusters Score -3872446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3872447.500000 Penalty: 3344.186035
	Iteration 25Q: 3 clusters Score -3872448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3872458.000000 Penalty: 3344.186035
	Iteration 26Q: 3 clusters Score -3872458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3872453.750000 Penalty: 3344.186035
	Iteration 27Q: 3 clusters Score -3872454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3872453.750000 Penalty: 3344.186035
	Iteration 28F: 3 clusters Score -3872454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -237965.234375 Penalty: 1216.574707
	Iteration 0F: 2 clusters Score -237965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -236012.031250 Penalty: 2433.149414
	Iteration 0F: 3 clusters Score -236012 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -236402.968750 Penalty: 2433.149414
	Iteration 1F: 3 clusters Score -236403 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -236522.828125 Penalty: 2433.149414
	Iteration 2F: 3 clusters Score -236522.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -236581.296875 Penalty: 2433.149414
	Iteration 3Q: 3 clusters Score -236581.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -236605.843750 Penalty: 2433.149414
	Iteration 4Q: 3 clusters Score -236605.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -236622.156250 Penalty: 2433.149414
	Iteration 5Q: 3 clusters Score -236622.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -236633.140625 Penalty: 2433.149414
	Iteration 6Q: 3 clusters Score -236633.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -236644.515625 Penalty: 2433.149414
	Iteration 7Q: 3 clusters Score -236644.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -236654.781250 Penalty: 2433.149414
	Iteration 8Q: 3 clusters Score -236654.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -236662.843750 Penalty: 2433.149414
	Iteration 9Q: 3 clusters Score -236662.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -236670.687500 Penalty: 2433.149414
	Iteration 10Q: 3 clusters Score -236670.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -236673.187500 Penalty: 2433.149414
	Iteration 11Q: 3 clusters Score -236673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -236675.921875 Penalty: 2433.149414
	Iteration 12Q: 3 clusters Score -236675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -236680.890625 Penalty: 2433.149414
	Iteration 13Q: 3 clusters Score -236680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -236683.843750 Penalty: 2433.149414
	Iteration 14Q: 3 clusters Score -236683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -236685.359375 Penalty: 2433.149414
	Iteration 15Q: 3 clusters Score -236685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -236685.984375 Penalty: 2433.149414
	Iteration 16Q: 3 clusters Score -236686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -236686.703125 Penalty: 2433.149414
	Iteration 17Q: 3 clusters Score -236686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -236687.890625 Penalty: 2433.149414
	Iteration 18Q: 3 clusters Score -236687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -236688.234375 Penalty: 2433.149414
	Iteration 19Q: 3 clusters Score -236688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -236689.593750 Penalty: 2433.149414
	Iteration 20F: 3 clusters Score -236689.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Entering Unmasked Estep 
Score: -990600.937500 Penalty: 1450.580688
	Iteration 0F: 2 clusters Score -990600.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -985005.625000 Penalty: 2901.161377
	Iteration 0F: 3 clusters Score -985005.6 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -986750.750000 Penalty: 2901.161377
	Iteration 1F: 3 clusters Score -986750.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -986972.312500 Penalty: 2901.161377
	Iteration 2F: 3 clusters Score -986972.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -987136.437500 Penalty: 2901.161377
	Iteration 3F: 3 clusters Score -987136.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -987255.312500 Penalty: 2901.161377
	Iteration 4Q: 3 clusters Score -987255.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -987363.375000 Penalty: 2901.161377
	Iteration 5Q: 3 clusters Score -987363.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -987489.062500 Penalty: 2901.161377
	Iteration 6Q: 3 clusters Score -987489.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -987583.937500 Penalty: 2901.161377
	Iteration 7Q: 3 clusters Score -987583.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -987682.312500 Penalty: 2901.161377
	Iteration 8Q: 3 clusters Score -987682.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -987800.250000 Penalty: 2901.161377
	Iteration 9Q: 3 clusters Score -987800.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -987912.250000 Penalty: 2901.161377
	Iteration 10Q: 3 clusters Score -987912.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -988032.687500 Penalty: 2901.161377
	Iteration 11Q: 3 clusters Score -988032.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -988151.625000 Penalty: 2901.161377
	Iteration 12Q: 3 clusters Score -988151.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -988267.812500 Penalty: 2901.161377
	Iteration 13Q: 3 clusters Score -988267.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -988384.687500 Penalty: 2901.161377
	Iteration 14Q: 3 clusters Score -988384.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -988499.812500 Penalty: 2901.161377
	Iteration 15Q: 3 clusters Score -988499.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -988615.437500 Penalty: 2901.161377
	Iteration 16Q: 3 clusters Score -988615.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -988716.187500 Penalty: 2901.161377
	Iteration 17Q: 3 clusters Score -988716.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -988795.687500 Penalty: 2901.161377
	Iteration 18Q: 3 clusters Score -988795.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -988851.625000 Penalty: 2901.161377
	Iteration 19Q: 3 clusters Score -988851.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -988889.187500 Penalty: 2901.161377
	Iteration 20F: 3 clusters Score -988889.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -988919.750000 Penalty: 2901.161377
	Iteration 21Q: 3 clusters Score -988919.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -988955.375000 Penalty: 2901.161377
	Iteration 22Q: 3 clusters Score -988955.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -988991.125000 Penalty: 2901.161377
	Iteration 23Q: 3 clusters Score -988991.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -989024.375000 Penalty: 2901.161377
	Iteration 24Q: 3 clusters Score -989024.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -989042.437500 Penalty: 2901.161377
	Iteration 25Q: 3 clusters Score -989042.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -989057.062500 Penalty: 2901.161377
	Iteration 26Q: 3 clusters Score -989057.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -989065.812500 Penalty: 2901.161377
	Iteration 27Q: 3 clusters Score -989065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -989073.750000 Penalty: 2901.161377
	Iteration 28Q: 3 clusters Score -989073.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -989080.812500 Penalty: 2901.161377
	Iteration 29Q: 3 clusters Score -989080.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -989086.812500 Penalty: 2901.161377
	Iteration 30Q: 3 clusters Score -989086.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -989096.562500 Penalty: 2901.161377
	Iteration 31Q: 3 clusters Score -989096.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -989102.562500 Penalty: 2901.161377
	Iteration 32Q: 3 clusters Score -989102.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -989111.937500 Penalty: 2901.161377
	Iteration 33Q: 3 clusters Score -989111.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -989118.625000 Penalty: 2901.161377
	Iteration 34Q: 3 clusters Score -989118.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -989127.625000 Penalty: 2901.161377
	Iteration 35Q: 3 clusters Score -989127.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -989130.750000 Penalty: 2901.161377
	Iteration 36Q: 3 clusters Score -989130.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -989136.187500 Penalty: 2901.161377
	Iteration 37Q: 3 clusters Score -989136.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -989144.875000 Penalty: 2901.161377
	Iteration 38Q: 3 clusters Score -989144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -989151.937500 Penalty: 2901.161377
	Iteration 39Q: 3 clusters Score -989151.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -989162.000000 Penalty: 2901.161377
	Iteration 40F: 3 clusters Score -989162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -989174.000000 Penalty: 2901.161377
	Iteration 41Q: 3 clusters Score -989174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -989188.875000 Penalty: 2901.161377
	Iteration 42Q: 3 clusters Score -989188.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -989192.750000 Penalty: 2901.161377
	Iteration 43Q: 3 clusters Score -989192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -989200.375000 Penalty: 2901.161377
	Iteration 44Q: 3 clusters Score -989200.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -989205.312500 Penalty: 2901.161377
	Iteration 45Q: 3 clusters Score -989205.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -989210.375000 Penalty: 2901.161377
	Iteration 46Q: 3 clusters Score -989210.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -989217.437500 Penalty: 2901.161377
	Iteration 47Q: 3 clusters Score -989217.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -989221.812500 Penalty: 2901.161377
	Iteration 48Q: 3 clusters Score -989221.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -989228.437500 Penalty: 2901.161377
	Iteration 49Q: 3 clusters Score -989228.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -989236.500000 Penalty: 2901.161377
	Iteration 50Q: 3 clusters Score -989236.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -989239.687500 Penalty: 2901.161377
	Iteration 51Q: 3 clusters Score -989239.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -989246.500000 Penalty: 2901.161377
	Iteration 52Q: 3 clusters Score -989246.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -989251.687500 Penalty: 2901.161377
	Iteration 53Q: 3 clusters Score -989251.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -989253.500000 Penalty: 2901.161377
	Iteration 54Q: 3 clusters Score -989253.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -989257.937500 Penalty: 2901.161377
	Iteration 55Q: 3 clusters Score -989257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -989260.125000 Penalty: 2901.161377
	Iteration 56Q: 3 clusters Score -989260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -989264.875000 Penalty: 2901.161377
	Iteration 57Q: 3 clusters Score -989264.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -989268.250000 Penalty: 2901.161377
	Iteration 58Q: 3 clusters Score -989268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -989268.437500 Penalty: 2901.161377
	Iteration 59Q: 3 clusters Score -989268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -989271.000000 Penalty: 2901.161377
	Iteration 60F: 3 clusters Score -989271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -989271.437500 Penalty: 2901.161377
	Iteration 61Q: 3 clusters Score -989271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -989273.687500 Penalty: 2901.161377
	Iteration 62Q: 3 clusters Score -989273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -989273.187500 Penalty: 2901.161377
	Iteration 63Q: 3 clusters Score -989273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -989272.625000 Penalty: 2901.161377
	Iteration 64Q: 3 clusters Score -989272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -989272.625000 Penalty: 2901.161377
	Iteration 65Q: 3 clusters Score -989272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -989272.000000 Penalty: 2901.161377
	Iteration 66Q: 3 clusters Score -989272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -989272.000000 Penalty: 2901.161377
	Iteration 67F: 3 clusters Score -989272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -20678.951172 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -20678.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20032.673828 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -20032.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20140.689453 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -20140.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20160.949219 Penalty: 1754.402954
	Iteration 2Q: 3 clusters Score -20160.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20174.449219 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -20174.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20201.171875 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -20201.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20204.462891 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -20204.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20206.458984 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -20206.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20207.648438 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -20207.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20211.521484 Penalty: 1754.402954
	Iteration 8Q: 3 clusters Score -20211.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20211.521484 Penalty: 1754.402954
	Iteration 9F: 3 clusters Score -20211.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (119800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119800 members 
Entering Unmasked Estep 
Score: -15771466.000000 Penalty: 1900.206543
	Iteration 0F: 2 clusters Score -1.577147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -15704921.000000 Penalty: 3800.413086
	Iteration 0F: 3 clusters Score -1.570492e+07 nChanged 57465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -15738252.000000 Penalty: 3800.413086
	Iteration 1F: 3 clusters Score -1.573825e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -15739331.000000 Penalty: 3800.413086
	Iteration 2Q: 3 clusters Score -1.573933e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -15740704.000000 Penalty: 3800.413086
	Iteration 3Q: 3 clusters Score -1.57407e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -15742727.000000 Penalty: 3800.413086
	Iteration 4Q: 3 clusters Score -1.574273e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -15745241.000000 Penalty: 3800.413086
	Iteration 5F: 3 clusters Score -1.574524e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -15748738.000000 Penalty: 3800.413086
	Iteration 6F: 3 clusters Score -1.574874e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83733 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -15753343.000000 Penalty: 3800.413086
	Iteration 7F: 3 clusters Score -1.575334e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -15758244.000000 Penalty: 3800.413086
	Iteration 8F: 3 clusters Score -1.575824e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -15761395.000000 Penalty: 3800.413086
	Iteration 9F: 3 clusters Score -1.57614e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -15762580.000000 Penalty: 3800.413086
	Iteration 10Q: 3 clusters Score -1.576258e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -15762875.000000 Penalty: 3800.413086
	Iteration 11Q: 3 clusters Score -1.576288e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -15763054.000000 Penalty: 3800.413086
	Iteration 12Q: 3 clusters Score -1.576305e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -15763026.000000 Penalty: 3800.413086
	Iteration 13Q: 3 clusters Score -1.576303e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -15763152.000000 Penalty: 3800.413086
	Iteration 14Q: 3 clusters Score -1.576315e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -15763147.000000 Penalty: 3800.413086
	Iteration 15Q: 3 clusters Score -1.576315e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -15763153.000000 Penalty: 3800.413086
	Iteration 16Q: 3 clusters Score -1.576315e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -15763245.000000 Penalty: 3800.413086
	Iteration 17Q: 3 clusters Score -1.576324e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -15763293.000000 Penalty: 3800.413086
	Iteration 18Q: 3 clusters Score -1.576329e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82643 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -15763337.000000 Penalty: 3800.413086
	Iteration 19Q: 3 clusters Score -1.576334e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -15763426.000000 Penalty: 3800.413086
	Iteration 20F: 3 clusters Score -1.576343e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -15763461.000000 Penalty: 3800.413086
	Iteration 21Q: 3 clusters Score -1.576346e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -15763575.000000 Penalty: 3800.413086
	Iteration 22Q: 3 clusters Score -1.576358e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -15763538.000000 Penalty: 3800.413086
	Iteration 23Q: 3 clusters Score -1.576354e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -15763592.000000 Penalty: 3800.413086
	Iteration 24Q: 3 clusters Score -1.576359e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -15763702.000000 Penalty: 3800.413086
	Iteration 25Q: 3 clusters Score -1.57637e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -15763698.000000 Penalty: 3800.413086
	Iteration 26Q: 3 clusters Score -1.57637e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -15763810.000000 Penalty: 3800.413086
	Iteration 27Q: 3 clusters Score -1.576381e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -15763924.000000 Penalty: 3800.413086
	Iteration 28Q: 3 clusters Score -1.576392e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -15764016.000000 Penalty: 3800.413086
	Iteration 29Q: 3 clusters Score -1.576402e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -15764182.000000 Penalty: 3800.413086
	Iteration 30Q: 3 clusters Score -1.576418e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -15764297.000000 Penalty: 3800.413086
	Iteration 31Q: 3 clusters Score -1.57643e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -15764421.000000 Penalty: 3800.413086
	Iteration 32Q: 3 clusters Score -1.576442e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -15764655.000000 Penalty: 3800.413086
	Iteration 33Q: 3 clusters Score -1.576466e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -15764899.000000 Penalty: 3800.413086
	Iteration 34Q: 3 clusters Score -1.57649e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -15765142.000000 Penalty: 3800.413086
	Iteration 35Q: 3 clusters Score -1.576514e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -15765463.000000 Penalty: 3800.413086
	Iteration 36Q: 3 clusters Score -1.576546e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -15765747.000000 Penalty: 3800.413086
	Iteration 37Q: 3 clusters Score -1.576575e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -15766123.000000 Penalty: 3800.413086
	Iteration 38Q: 3 clusters Score -1.576612e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -15766410.000000 Penalty: 3800.413086
	Iteration 39Q: 3 clusters Score -1.576641e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -15766782.000000 Penalty: 3800.413086
	Iteration 40F: 3 clusters Score -1.576678e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -15767084.000000 Penalty: 3800.413086
	Iteration 41Q: 3 clusters Score -1.576708e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -15767379.000000 Penalty: 3800.413086
	Iteration 42Q: 3 clusters Score -1.576738e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -15767618.000000 Penalty: 3800.413086
	Iteration 43Q: 3 clusters Score -1.576762e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -15768041.000000 Penalty: 3800.413086
	Iteration 44Q: 3 clusters Score -1.576804e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -15768219.000000 Penalty: 3800.413086
	Iteration 45Q: 3 clusters Score -1.576822e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -15768344.000000 Penalty: 3800.413086
	Iteration 46Q: 3 clusters Score -1.576834e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -15768502.000000 Penalty: 3800.413086
	Iteration 47Q: 3 clusters Score -1.57685e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -15768534.000000 Penalty: 3800.413086
	Iteration 48Q: 3 clusters Score -1.576853e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -15768449.000000 Penalty: 3800.413086
	Iteration 49Q: 3 clusters Score -1.576845e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -15768410.000000 Penalty: 3800.413086
	Iteration 50Q: 3 clusters Score -1.576841e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 70552 members 
Entering Unmasked Estep 
Score: -15768460.000000 Penalty: 3800.413086
	Iteration 51Q: 3 clusters Score -1.576846e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -15768319.000000 Penalty: 3800.413086
	Iteration 52Q: 3 clusters Score -1.576832e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -15768182.000000 Penalty: 3800.413086
	Iteration 53Q: 3 clusters Score -1.576818e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -15768059.000000 Penalty: 3800.413086
	Iteration 54Q: 3 clusters Score -1.576806e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -15767949.000000 Penalty: 3800.413086
	Iteration 55Q: 3 clusters Score -1.576795e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -15767839.000000 Penalty: 3800.413086
	Iteration 56Q: 3 clusters Score -1.576784e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
Score: -15767769.000000 Penalty: 3800.413086
	Iteration 57Q: 3 clusters Score -1.576777e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -15767718.000000 Penalty: 3800.413086
	Iteration 58Q: 3 clusters Score -1.576772e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -15767693.000000 Penalty: 3800.413086
	Iteration 59Q: 3 clusters Score -1.576769e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -15767707.000000 Penalty: 3800.413086
	Iteration 60F: 3 clusters Score -1.576771e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -15767575.000000 Penalty: 3800.413086
	Iteration 61Q: 3 clusters Score -1.576758e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -15767444.000000 Penalty: 3800.413086
	Iteration 62Q: 3 clusters Score -1.576744e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -15767376.000000 Penalty: 3800.413086
	Iteration 63Q: 3 clusters Score -1.576738e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -15767302.000000 Penalty: 3800.413086
	Iteration 64Q: 3 clusters Score -1.57673e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -15767252.000000 Penalty: 3800.413086
	Iteration 65Q: 3 clusters Score -1.576725e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -15767204.000000 Penalty: 3800.413086
	Iteration 66Q: 3 clusters Score -1.57672e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -15767129.000000 Penalty: 3800.413086
	Iteration 67Q: 3 clusters Score -1.576713e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -15767064.000000 Penalty: 3800.413086
	Iteration 68Q: 3 clusters Score -1.576706e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -15767028.000000 Penalty: 3800.413086
	Iteration 69Q: 3 clusters Score -1.576703e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -15766938.000000 Penalty: 3800.413086
	Iteration 70Q: 3 clusters Score -1.576694e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -15766893.000000 Penalty: 3800.413086
	Iteration 71Q: 3 clusters Score -1.576689e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -15766844.000000 Penalty: 3800.413086
	Iteration 72Q: 3 clusters Score -1.576684e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -15766818.000000 Penalty: 3800.413086
	Iteration 73Q: 3 clusters Score -1.576682e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -15766755.000000 Penalty: 3800.413086
	Iteration 74Q: 3 clusters Score -1.576676e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -15766710.000000 Penalty: 3800.413086
	Iteration 75Q: 3 clusters Score -1.576671e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -15766669.000000 Penalty: 3800.413086
	Iteration 76Q: 3 clusters Score -1.576667e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -15766667.000000 Penalty: 3800.413086
	Iteration 77Q: 3 clusters Score -1.576667e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 73635 members 
Entering Unmasked Estep 
Score: -15766657.000000 Penalty: 3800.413086
	Iteration 78Q: 3 clusters Score -1.576666e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -15766670.000000 Penalty: 3800.413086
	Iteration 79Q: 3 clusters Score -1.576667e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -15766713.000000 Penalty: 3800.413086
	Iteration 80F: 3 clusters Score -1.576671e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -15766739.000000 Penalty: 3800.413086
	Iteration 81Q: 3 clusters Score -1.576674e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -15766725.000000 Penalty: 3800.413086
	Iteration 82Q: 3 clusters Score -1.576672e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -15766745.000000 Penalty: 3800.413086
	Iteration 83Q: 3 clusters Score -1.576674e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -15766760.000000 Penalty: 3800.413086
	Iteration 84Q: 3 clusters Score -1.576676e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -15766756.000000 Penalty: 3800.413086
	Iteration 85Q: 3 clusters Score -1.576676e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -15766786.000000 Penalty: 3800.413086
	Iteration 86Q: 3 clusters Score -1.576679e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -15766803.000000 Penalty: 3800.413086
	Iteration 87Q: 3 clusters Score -1.57668e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 71803 members 
Entering Unmasked Estep 
Score: -15766785.000000 Penalty: 3800.413086
	Iteration 88Q: 3 clusters Score -1.576678e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -15766791.000000 Penalty: 3800.413086
	Iteration 89Q: 3 clusters Score -1.576679e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 71333 members 
Entering Unmasked Estep 
Score: -15766786.000000 Penalty: 3800.413086
	Iteration 90Q: 3 clusters Score -1.576679e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -15766822.000000 Penalty: 3800.413086
	Iteration 91Q: 3 clusters Score -1.576682e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -15766831.000000 Penalty: 3800.413086
	Iteration 92Q: 3 clusters Score -1.576683e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -15766852.000000 Penalty: 3800.413086
	Iteration 93Q: 3 clusters Score -1.576685e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -15766880.000000 Penalty: 3800.413086
	Iteration 94Q: 3 clusters Score -1.576688e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -15766918.000000 Penalty: 3800.413086
	Iteration 95Q: 3 clusters Score -1.576692e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -15766900.000000 Penalty: 3800.413086
	Iteration 96Q: 3 clusters Score -1.57669e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -15766902.000000 Penalty: 3800.413086
	Iteration 97Q: 3 clusters Score -1.57669e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -15766951.000000 Penalty: 3800.413086
	Iteration 98Q: 3 clusters Score -1.576695e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -15766953.000000 Penalty: 3800.413086
	Iteration 99Q: 3 clusters Score -1.576695e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -15766961.000000 Penalty: 3800.413086
	Iteration 100F: 3 clusters Score -1.576696e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -15766990.000000 Penalty: 3800.413086
	Iteration 101Q: 3 clusters Score -1.576699e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -15767034.000000 Penalty: 3800.413086
	Iteration 102Q: 3 clusters Score -1.576703e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -15767069.000000 Penalty: 3800.413086
	Iteration 103Q: 3 clusters Score -1.576707e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -15767129.000000 Penalty: 3800.413086
	Iteration 104Q: 3 clusters Score -1.576713e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -15767109.000000 Penalty: 3800.413086
	Iteration 105Q: 3 clusters Score -1.576711e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -15767131.000000 Penalty: 3800.413086
	Iteration 106Q: 3 clusters Score -1.576713e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -15767170.000000 Penalty: 3800.413086
	Iteration 107Q: 3 clusters Score -1.576717e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -15767223.000000 Penalty: 3800.413086
	Iteration 108Q: 3 clusters Score -1.576722e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -15767288.000000 Penalty: 3800.413086
	Iteration 109Q: 3 clusters Score -1.576729e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -15767341.000000 Penalty: 3800.413086
	Iteration 110Q: 3 clusters Score -1.576734e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -15767355.000000 Penalty: 3800.413086
	Iteration 111Q: 3 clusters Score -1.576736e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -15767426.000000 Penalty: 3800.413086
	Iteration 112Q: 3 clusters Score -1.576743e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -15767505.000000 Penalty: 3800.413086
	Iteration 113Q: 3 clusters Score -1.57675e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -15767541.000000 Penalty: 3800.413086
	Iteration 114Q: 3 clusters Score -1.576754e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -15767562.000000 Penalty: 3800.413086
	Iteration 115Q: 3 clusters Score -1.576756e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -15767636.000000 Penalty: 3800.413086
	Iteration 116Q: 3 clusters Score -1.576764e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -15767668.000000 Penalty: 3800.413086
	Iteration 117Q: 3 clusters Score -1.576767e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -15767732.000000 Penalty: 3800.413086
	Iteration 118Q: 3 clusters Score -1.576773e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -15767754.000000 Penalty: 3800.413086
	Iteration 119Q: 3 clusters Score -1.576775e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -15767807.000000 Penalty: 3800.413086
	Iteration 120F: 3 clusters Score -1.576781e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -15767833.000000 Penalty: 3800.413086
	Iteration 121Q: 3 clusters Score -1.576783e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -15767869.000000 Penalty: 3800.413086
	Iteration 122Q: 3 clusters Score -1.576787e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -15767907.000000 Penalty: 3800.413086
	Iteration 123Q: 3 clusters Score -1.576791e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -15767990.000000 Penalty: 3800.413086
	Iteration 124Q: 3 clusters Score -1.576799e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -15768009.000000 Penalty: 3800.413086
	Iteration 125Q: 3 clusters Score -1.576801e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -15768053.000000 Penalty: 3800.413086
	Iteration 126Q: 3 clusters Score -1.576805e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -15768069.000000 Penalty: 3800.413086
	Iteration 127Q: 3 clusters Score -1.576807e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -15768103.000000 Penalty: 3800.413086
	Iteration 128Q: 3 clusters Score -1.57681e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -15768106.000000 Penalty: 3800.413086
	Iteration 129Q: 3 clusters Score -1.576811e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -15768145.000000 Penalty: 3800.413086
	Iteration 130Q: 3 clusters Score -1.576814e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -15768138.000000 Penalty: 3800.413086
	Iteration 131Q: 3 clusters Score -1.576814e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -15768174.000000 Penalty: 3800.413086
	Iteration 132Q: 3 clusters Score -1.576817e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -15768203.000000 Penalty: 3800.413086
	Iteration 133Q: 3 clusters Score -1.57682e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -15768236.000000 Penalty: 3800.413086
	Iteration 134Q: 3 clusters Score -1.576824e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -15768257.000000 Penalty: 3800.413086
	Iteration 135Q: 3 clusters Score -1.576826e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -15768270.000000 Penalty: 3800.413086
	Iteration 136Q: 3 clusters Score -1.576827e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -15768300.000000 Penalty: 3800.413086
	Iteration 137Q: 3 clusters Score -1.57683e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -15768319.000000 Penalty: 3800.413086
	Iteration 138Q: 3 clusters Score -1.576832e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -15768333.000000 Penalty: 3800.413086
	Iteration 139Q: 3 clusters Score -1.576833e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -15768362.000000 Penalty: 3800.413086
	Iteration 140F: 3 clusters Score -1.576836e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -15768380.000000 Penalty: 3800.413086
	Iteration 141Q: 3 clusters Score -1.576838e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -15768387.000000 Penalty: 3800.413086
	Iteration 142Q: 3 clusters Score -1.576839e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -15768376.000000 Penalty: 3800.413086
	Iteration 143Q: 3 clusters Score -1.576838e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -15768382.000000 Penalty: 3800.413086
	Iteration 144Q: 3 clusters Score -1.576838e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -15768402.000000 Penalty: 3800.413086
	Iteration 145Q: 3 clusters Score -1.57684e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -15768437.000000 Penalty: 3800.413086
	Iteration 146Q: 3 clusters Score -1.576844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -15768443.000000 Penalty: 3800.413086
	Iteration 147Q: 3 clusters Score -1.576844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -15768434.000000 Penalty: 3800.413086
	Iteration 148Q: 3 clusters Score -1.576843e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -15768426.000000 Penalty: 3800.413086
	Iteration 149Q: 3 clusters Score -1.576843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -15768421.000000 Penalty: 3800.413086
	Iteration 150Q: 3 clusters Score -1.576842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -15768438.000000 Penalty: 3800.413086
	Iteration 151Q: 3 clusters Score -1.576844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -15768451.000000 Penalty: 3800.413086
	Iteration 152Q: 3 clusters Score -1.576845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -15768444.000000 Penalty: 3800.413086
	Iteration 153Q: 3 clusters Score -1.576844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -15768441.000000 Penalty: 3800.413086
	Iteration 154Q: 3 clusters Score -1.576844e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -15768472.000000 Penalty: 3800.413086
	Iteration 155Q: 3 clusters Score -1.576847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -15768475.000000 Penalty: 3800.413086
	Iteration 156Q: 3 clusters Score -1.576848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -15768465.000000 Penalty: 3800.413086
	Iteration 157Q: 3 clusters Score -1.576846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -15768461.000000 Penalty: 3800.413086
	Iteration 158Q: 3 clusters Score -1.576846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -15768461.000000 Penalty: 3800.413086
	Iteration 159Q: 3 clusters Score -1.576846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -15768468.000000 Penalty: 3800.413086
	Iteration 160F: 3 clusters Score -1.576847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -15768475.000000 Penalty: 3800.413086
	Iteration 161Q: 3 clusters Score -1.576848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -15768462.000000 Penalty: 3800.413086
	Iteration 162Q: 3 clusters Score -1.576846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -15768474.000000 Penalty: 3800.413086
	Iteration 163Q: 3 clusters Score -1.576847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -15768468.000000 Penalty: 3800.413086
	Iteration 164Q: 3 clusters Score -1.576847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -15768468.000000 Penalty: 3800.413086
	Iteration 165F: 3 clusters Score -1.576847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -36598.488281 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -36598.49 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 174 members 
Entering Unmasked Estep 
Score: -35829.343750 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -35829.34 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36073.761719 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -36073.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36227.187500 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -36227.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36271.394531 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36271.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36298.339844 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -36298.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36313.093750 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36313.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36320.300781 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -36320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36322.183594 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -36322.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36322.183594 Penalty: 1898.208496
	Iteration 8F: 3 clusters Score -36322.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -124740.898438 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -124740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123280.000000 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -123280 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -123554.476562 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -123554.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -123632.234375 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -123632.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123672.726562 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -123672.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -123704.617188 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -123704.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -123727.875000 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -123727.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123745.046875 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -123745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -123763.570312 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -123763.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -123781.062500 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -123781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -123799.570312 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -123799.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123818.023438 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -123818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -123833.664062 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -123833.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123853.195312 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -123853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123870.015625 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -123870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -123879.117188 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -123879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -123886.304688 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -123886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -123896.492188 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -123896.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -123903.820312 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -123903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -123906.554688 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -123906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -123909.460938 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -123909.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -123913.023438 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -123913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -123915.500000 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -123915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -123927.429688 Penalty: 2268.826904
	Iteration 22Q: 3 clusters Score -123927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -123939.750000 Penalty: 2268.826904
	Iteration 23Q: 3 clusters Score -123939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -123948.882812 Penalty: 2268.826904
	Iteration 24Q: 3 clusters Score -123948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -123961.718750 Penalty: 2268.826904
	Iteration 25Q: 3 clusters Score -123961.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -123975.554688 Penalty: 2268.826904
	Iteration 26Q: 3 clusters Score -123975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -123982.117188 Penalty: 2268.826904
	Iteration 27Q: 3 clusters Score -123982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -123986.226562 Penalty: 2268.826904
	Iteration 28Q: 3 clusters Score -123986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -123992.257812 Penalty: 2268.826904
	Iteration 29Q: 3 clusters Score -123992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -123998.132812 Penalty: 2268.826904
	Iteration 30Q: 3 clusters Score -123998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124006.328125 Penalty: 2268.826904
	Iteration 31Q: 3 clusters Score -124006.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -124014.351562 Penalty: 2268.826904
	Iteration 32Q: 3 clusters Score -124014.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -124018.554688 Penalty: 2268.826904
	Iteration 33Q: 3 clusters Score -124018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -124019.109375 Penalty: 2268.826904
	Iteration 34Q: 3 clusters Score -124019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -124019.492188 Penalty: 2268.826904
	Iteration 35Q: 3 clusters Score -124019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -124019.906250 Penalty: 2268.826904
	Iteration 36Q: 3 clusters Score -124019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -124021.593750 Penalty: 2268.826904
	Iteration 37Q: 3 clusters Score -124021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -124021.593750 Penalty: 2268.826904
	Iteration 38F: 3 clusters Score -124021.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Entering Unmasked Estep 
Score: -8134051.500000 Penalty: 1792.091309
	Iteration 0F: 2 clusters Score -8134052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -8093658.000000 Penalty: 3584.182617
	Iteration 0F: 3 clusters Score -8093658 nChanged 29112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -8110087.000000 Penalty: 3584.182617
	Iteration 1F: 3 clusters Score -8110087 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -8110571.000000 Penalty: 3584.182617
	Iteration 2Q: 3 clusters Score -8110571 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -8111133.000000 Penalty: 3584.182617
	Iteration 3Q: 3 clusters Score -8111133 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -8111843.000000 Penalty: 3584.182617
	Iteration 4Q: 3 clusters Score -8111843 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -8112832.000000 Penalty: 3584.182617
	Iteration 5Q: 3 clusters Score -8112832 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -8114526.500000 Penalty: 3584.182617
	Iteration 6F: 3 clusters Score -8114526 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -8117220.500000 Penalty: 3584.182617
	Iteration 7F: 3 clusters Score -8117220 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -8120939.500000 Penalty: 3584.182617
	Iteration 8F: 3 clusters Score -8120940 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -8125203.000000 Penalty: 3584.182617
	Iteration 9F: 3 clusters Score -8125203 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -8128481.000000 Penalty: 3584.182617
	Iteration 10F: 3 clusters Score -8128481 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -8130409.000000 Penalty: 3584.182617
	Iteration 11Q: 3 clusters Score -8130409 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -8131370.500000 Penalty: 3584.182617
	Iteration 12Q: 3 clusters Score -8131370 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -8131885.500000 Penalty: 3584.182617
	Iteration 13Q: 3 clusters Score -8131886 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -8132158.000000 Penalty: 3584.182617
	Iteration 14Q: 3 clusters Score -8132158 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -8132278.000000 Penalty: 3584.182617
	Iteration 15Q: 3 clusters Score -8132278 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -8132354.500000 Penalty: 3584.182617
	Iteration 16Q: 3 clusters Score -8132354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -8132382.000000 Penalty: 3584.182617
	Iteration 17Q: 3 clusters Score -8132382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -8132425.500000 Penalty: 3584.182617
	Iteration 18Q: 3 clusters Score -8132426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -8132461.500000 Penalty: 3584.182617
	Iteration 19Q: 3 clusters Score -8132462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -8132477.000000 Penalty: 3584.182617
	Iteration 20F: 3 clusters Score -8132477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -8132481.000000 Penalty: 3584.182617
	Iteration 21Q: 3 clusters Score -8132481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -8132487.000000 Penalty: 3584.182617
	Iteration 22Q: 3 clusters Score -8132487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -8132489.500000 Penalty: 3584.182617
	Iteration 23Q: 3 clusters Score -8132490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -8132499.000000 Penalty: 3584.182617
	Iteration 24Q: 3 clusters Score -8132499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -8132504.000000 Penalty: 3584.182617
	Iteration 25Q: 3 clusters Score -8132504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -8132502.500000 Penalty: 3584.182617
	Iteration 26Q: 3 clusters Score -8132502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -8132500.000000 Penalty: 3584.182617
	Iteration 27Q: 3 clusters Score -8132500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -8132499.000000 Penalty: 3584.182617
	Iteration 28Q: 3 clusters Score -8132499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -8132504.000000 Penalty: 3584.182617
	Iteration 29Q: 3 clusters Score -8132504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -8132510.000000 Penalty: 3584.182617
	Iteration 30Q: 3 clusters Score -8132510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -8132510.500000 Penalty: 3584.182617
	Iteration 31Q: 3 clusters Score -8132510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -8132508.000000 Penalty: 3584.182617
	Iteration 32Q: 3 clusters Score -8132508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -8132515.000000 Penalty: 3584.182617
	Iteration 33Q: 3 clusters Score -8132515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -8132522.000000 Penalty: 3584.182617
	Iteration 34Q: 3 clusters Score -8132522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -8132523.500000 Penalty: 3584.182617
	Iteration 35Q: 3 clusters Score -8132524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -8132526.500000 Penalty: 3584.182617
	Iteration 36Q: 3 clusters Score -8132526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -8132529.000000 Penalty: 3584.182617
	Iteration 37Q: 3 clusters Score -8132529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -8132532.000000 Penalty: 3584.182617
	Iteration 38Q: 3 clusters Score -8132532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -8132529.000000 Penalty: 3584.182617
	Iteration 39Q: 3 clusters Score -8132529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -8132527.500000 Penalty: 3584.182617
	Iteration 40F: 3 clusters Score -8132528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -8132531.000000 Penalty: 3584.182617
	Iteration 41Q: 3 clusters Score -8132531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -8132526.000000 Penalty: 3584.182617
	Iteration 42Q: 3 clusters Score -8132526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -8132524.500000 Penalty: 3584.182617
	Iteration 43Q: 3 clusters Score -8132524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -8132523.000000 Penalty: 3584.182617
	Iteration 44Q: 3 clusters Score -8132523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -8132523.000000 Penalty: 3584.182617
	Iteration 45F: 3 clusters Score -8132523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Entering Unmasked Estep 
Score: -2317415.500000 Penalty: 1587.886963
	Iteration 0F: 2 clusters Score -2317416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2305387.750000 Penalty: 3175.773926
	Iteration 0F: 3 clusters Score -2305388 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2309674.250000 Penalty: 3175.773926
	Iteration 1F: 3 clusters Score -2309674 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2309939.000000 Penalty: 3175.773926
	Iteration 2Q: 3 clusters Score -2309939 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2310185.250000 Penalty: 3175.773926
	Iteration 3Q: 3 clusters Score -2310185 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2310412.250000 Penalty: 3175.773926
	Iteration 4Q: 3 clusters Score -2310412 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2310621.000000 Penalty: 3175.773926
	Iteration 5Q: 3 clusters Score -2310621 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2310831.500000 Penalty: 3175.773926
	Iteration 6Q: 3 clusters Score -2310832 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2311057.250000 Penalty: 3175.773926
	Iteration 7Q: 3 clusters Score -2311057 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2311317.250000 Penalty: 3175.773926
	Iteration 8Q: 3 clusters Score -2311317 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2311668.500000 Penalty: 3175.773926
	Iteration 9Q: 3 clusters Score -2311668 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2312129.250000 Penalty: 3175.773926
	Iteration 10Q: 3 clusters Score -2312129 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2312679.500000 Penalty: 3175.773926
	Iteration 11F: 3 clusters Score -2312680 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2313331.250000 Penalty: 3175.773926
	Iteration 12F: 3 clusters Score -2313331 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2314049.500000 Penalty: 3175.773926
	Iteration 13F: 3 clusters Score -2314050 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2314750.750000 Penalty: 3175.773926
	Iteration 14Q: 3 clusters Score -2314751 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2315319.500000 Penalty: 3175.773926
	Iteration 15Q: 3 clusters Score -2315320 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2315692.500000 Penalty: 3175.773926
	Iteration 16Q: 3 clusters Score -2315692 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2315872.500000 Penalty: 3175.773926
	Iteration 17Q: 3 clusters Score -2315872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2315969.750000 Penalty: 3175.773926
	Iteration 18Q: 3 clusters Score -2315970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2316026.250000 Penalty: 3175.773926
	Iteration 19Q: 3 clusters Score -2316026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2316061.250000 Penalty: 3175.773926
	Iteration 20F: 3 clusters Score -2316061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2316080.750000 Penalty: 3175.773926
	Iteration 21Q: 3 clusters Score -2316081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2316091.500000 Penalty: 3175.773926
	Iteration 22Q: 3 clusters Score -2316092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2316104.750000 Penalty: 3175.773926
	Iteration 23Q: 3 clusters Score -2316105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2316117.250000 Penalty: 3175.773926
	Iteration 24Q: 3 clusters Score -2316117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2316128.000000 Penalty: 3175.773926
	Iteration 25Q: 3 clusters Score -2316128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2316136.750000 Penalty: 3175.773926
	Iteration 26Q: 3 clusters Score -2316137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2316140.000000 Penalty: 3175.773926
	Iteration 27Q: 3 clusters Score -2316140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2316148.000000 Penalty: 3175.773926
	Iteration 28Q: 3 clusters Score -2316148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2316149.000000 Penalty: 3175.773926
	Iteration 29Q: 3 clusters Score -2316149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2316149.250000 Penalty: 3175.773926
	Iteration 30Q: 3 clusters Score -2316149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2316149.250000 Penalty: 3175.773926
	Iteration 31F: 3 clusters Score -2316149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Entering Unmasked Estep 
Score: -2427339.000000 Penalty: 1594.801636
	Iteration 0F: 2 clusters Score -2427339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2414833.000000 Penalty: 3189.603271
	Iteration 0F: 3 clusters Score -2414833 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2419194.000000 Penalty: 3189.603271
	Iteration 1F: 3 clusters Score -2419194 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2419487.250000 Penalty: 3189.603271
	Iteration 2Q: 3 clusters Score -2419487 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2419727.250000 Penalty: 3189.603271
	Iteration 3Q: 3 clusters Score -2419727 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2419997.500000 Penalty: 3189.603271
	Iteration 4Q: 3 clusters Score -2419998 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2420262.000000 Penalty: 3189.603271
	Iteration 5Q: 3 clusters Score -2420262 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2420492.250000 Penalty: 3189.603271
	Iteration 6Q: 3 clusters Score -2420492 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2420745.750000 Penalty: 3189.603271
	Iteration 7Q: 3 clusters Score -2420746 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2420993.750000 Penalty: 3189.603271
	Iteration 8Q: 3 clusters Score -2420994 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2421276.750000 Penalty: 3189.603271
	Iteration 9Q: 3 clusters Score -2421277 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2421567.250000 Penalty: 3189.603271
	Iteration 10Q: 3 clusters Score -2421567 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2421911.250000 Penalty: 3189.603271
	Iteration 11Q: 3 clusters Score -2421911 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2422378.750000 Penalty: 3189.603271
	Iteration 12Q: 3 clusters Score -2422379 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2422922.250000 Penalty: 3189.603271
	Iteration 13Q: 3 clusters Score -2422922 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2423509.500000 Penalty: 3189.603271
	Iteration 14Q: 3 clusters Score -2423510 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2424112.500000 Penalty: 3189.603271
	Iteration 15Q: 3 clusters Score -2424112 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2424647.000000 Penalty: 3189.603271
	Iteration 16Q: 3 clusters Score -2424647 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2425078.750000 Penalty: 3189.603271
	Iteration 17Q: 3 clusters Score -2425079 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2425394.000000 Penalty: 3189.603271
	Iteration 18Q: 3 clusters Score -2425394 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2425583.750000 Penalty: 3189.603271
	Iteration 19Q: 3 clusters Score -2425584 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2425707.250000 Penalty: 3189.603271
	Iteration 20F: 3 clusters Score -2425707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2425795.000000 Penalty: 3189.603271
	Iteration 21Q: 3 clusters Score -2425795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2425853.750000 Penalty: 3189.603271
	Iteration 22Q: 3 clusters Score -2425854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2425883.250000 Penalty: 3189.603271
	Iteration 23Q: 3 clusters Score -2425883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2425903.750000 Penalty: 3189.603271
	Iteration 24Q: 3 clusters Score -2425904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2425921.250000 Penalty: 3189.603271
	Iteration 25Q: 3 clusters Score -2425921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2425928.750000 Penalty: 3189.603271
	Iteration 26Q: 3 clusters Score -2425929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2425930.500000 Penalty: 3189.603271
	Iteration 27Q: 3 clusters Score -2425930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2425937.250000 Penalty: 3189.603271
	Iteration 28Q: 3 clusters Score -2425937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2425935.000000 Penalty: 3189.603271
	Iteration 29Q: 3 clusters Score -2425935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2425935.000000 Penalty: 3189.603271
	Iteration 30F: 3 clusters Score -2425935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Entering Unmasked Estep 
Score: -1676971.625000 Penalty: 1535.494995
	Iteration 0F: 2 clusters Score -1676972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1668167.125000 Penalty: 3070.989990
	Iteration 0F: 3 clusters Score -1668167 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1670986.125000 Penalty: 3070.989990
	Iteration 1F: 3 clusters Score -1670986 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1671208.875000 Penalty: 3070.989990
	Iteration 2F: 3 clusters Score -1671209 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1671373.125000 Penalty: 3070.989990
	Iteration 3Q: 3 clusters Score -1671373 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1671499.875000 Penalty: 3070.989990
	Iteration 4Q: 3 clusters Score -1671500 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1671646.500000 Penalty: 3070.989990
	Iteration 5Q: 3 clusters Score -1671646 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1671814.875000 Penalty: 3070.989990
	Iteration 6Q: 3 clusters Score -1671815 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1672011.875000 Penalty: 3070.989990
	Iteration 7Q: 3 clusters Score -1672012 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1672288.250000 Penalty: 3070.989990
	Iteration 8Q: 3 clusters Score -1672288 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1672663.625000 Penalty: 3070.989990
	Iteration 9F: 3 clusters Score -1672664 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1673189.500000 Penalty: 3070.989990
	Iteration 10F: 3 clusters Score -1673190 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1673809.125000 Penalty: 3070.989990
	Iteration 11F: 3 clusters Score -1673809 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1674431.125000 Penalty: 3070.989990
	Iteration 12F: 3 clusters Score -1674431 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1674949.250000 Penalty: 3070.989990
	Iteration 13Q: 3 clusters Score -1674949 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1675245.250000 Penalty: 3070.989990
	Iteration 14Q: 3 clusters Score -1675245 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1675423.375000 Penalty: 3070.989990
	Iteration 15Q: 3 clusters Score -1675423 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1675535.125000 Penalty: 3070.989990
	Iteration 16Q: 3 clusters Score -1675535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1675583.125000 Penalty: 3070.989990
	Iteration 17Q: 3 clusters Score -1675583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1675615.250000 Penalty: 3070.989990
	Iteration 18Q: 3 clusters Score -1675615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1675631.500000 Penalty: 3070.989990
	Iteration 19Q: 3 clusters Score -1675632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1675641.125000 Penalty: 3070.989990
	Iteration 20F: 3 clusters Score -1675641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1675649.625000 Penalty: 3070.989990
	Iteration 21Q: 3 clusters Score -1675650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1675657.750000 Penalty: 3070.989990
	Iteration 22Q: 3 clusters Score -1675658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1675666.750000 Penalty: 3070.989990
	Iteration 23Q: 3 clusters Score -1675667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1675669.000000 Penalty: 3070.989990
	Iteration 24Q: 3 clusters Score -1675669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1675672.750000 Penalty: 3070.989990
	Iteration 25Q: 3 clusters Score -1675673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1675672.375000 Penalty: 3070.989990
	Iteration 26Q: 3 clusters Score -1675672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1675672.375000 Penalty: 3070.989990
	Iteration 27F: 3 clusters Score -1675672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -247606.937500 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -247606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -245485.187500 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -245485.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -245886.171875 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -245886.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -246004.718750 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -246004.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -246075.421875 Penalty: 2469.805420
	Iteration 3F: 3 clusters Score -246075.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -246118.812500 Penalty: 2469.805420
	Iteration 4Q: 3 clusters Score -246118.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -246145.796875 Penalty: 2469.805420
	Iteration 5Q: 3 clusters Score -246145.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -246166.109375 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -246166.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -246179.437500 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -246179.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -246192.203125 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -246192.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -246203.718750 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -246203.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -246209.515625 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -246209.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -246219.062500 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -246219.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -246226.640625 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -246226.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -246231.578125 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -246231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -246233.078125 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -246233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -246234.375000 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -246234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -246234.531250 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -246234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -246234.531250 Penalty: 2469.805420
	Iteration 17F: 3 clusters Score -246234.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -329697.562500 Penalty: 1281.793457
	Iteration 0F: 2 clusters Score -329697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -327203.250000 Penalty: 2563.586914
	Iteration 0F: 3 clusters Score -327203.2 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -327828.531250 Penalty: 2563.586914
	Iteration 1F: 3 clusters Score -327828.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -327961.000000 Penalty: 2563.586914
	Iteration 2F: 3 clusters Score -327961 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -328036.750000 Penalty: 2563.586914
	Iteration 3Q: 3 clusters Score -328036.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -328102.875000 Penalty: 2563.586914
	Iteration 4Q: 3 clusters Score -328102.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -328168.250000 Penalty: 2563.586914
	Iteration 5Q: 3 clusters Score -328168.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -328211.000000 Penalty: 2563.586914
	Iteration 6Q: 3 clusters Score -328211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -328242.625000 Penalty: 2563.586914
	Iteration 7Q: 3 clusters Score -328242.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -328264.968750 Penalty: 2563.586914
	Iteration 8Q: 3 clusters Score -328265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -328283.687500 Penalty: 2563.586914
	Iteration 9Q: 3 clusters Score -328283.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -328302.375000 Penalty: 2563.586914
	Iteration 10Q: 3 clusters Score -328302.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -328320.687500 Penalty: 2563.586914
	Iteration 11Q: 3 clusters Score -328320.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -328347.812500 Penalty: 2563.586914
	Iteration 12Q: 3 clusters Score -328347.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -328375.312500 Penalty: 2563.586914
	Iteration 13Q: 3 clusters Score -328375.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -328397.968750 Penalty: 2563.586914
	Iteration 14Q: 3 clusters Score -328398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -328420.593750 Penalty: 2563.586914
	Iteration 15Q: 3 clusters Score -328420.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -328443.687500 Penalty: 2563.586914
	Iteration 16Q: 3 clusters Score -328443.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -328463.812500 Penalty: 2563.586914
	Iteration 17Q: 3 clusters Score -328463.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -328480.437500 Penalty: 2563.586914
	Iteration 18Q: 3 clusters Score -328480.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -328491.281250 Penalty: 2563.586914
	Iteration 19Q: 3 clusters Score -328491.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -328498.937500 Penalty: 2563.586914
	Iteration 20F: 3 clusters Score -328498.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -328504.843750 Penalty: 2563.586914
	Iteration 21Q: 3 clusters Score -328504.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -328509.687500 Penalty: 2563.586914
	Iteration 22Q: 3 clusters Score -328509.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -328513.625000 Penalty: 2563.586914
	Iteration 23Q: 3 clusters Score -328513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -328514.406250 Penalty: 2563.586914
	Iteration 24Q: 3 clusters Score -328514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -328515.156250 Penalty: 2563.586914
	Iteration 25Q: 3 clusters Score -328515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -328515.281250 Penalty: 2563.586914
	Iteration 26Q: 3 clusters Score -328515.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -328515.281250 Penalty: 2563.586914
	Iteration 27F: 3 clusters Score -328515.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Entering Unmasked Estep 
Score: -2202543.000000 Penalty: 1579.595215
	Iteration 0F: 2 clusters Score -2202543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2191077.000000 Penalty: 3159.190430
	Iteration 0F: 3 clusters Score -2191077 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2195190.750000 Penalty: 3159.190430
	Iteration 1F: 3 clusters Score -2195191 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2195705.500000 Penalty: 3159.190430
	Iteration 2F: 3 clusters Score -2195706 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2196293.750000 Penalty: 3159.190430
	Iteration 3F: 3 clusters Score -2196294 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2197069.250000 Penalty: 3159.190430
	Iteration 4F: 3 clusters Score -2197069 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2198064.250000 Penalty: 3159.190430
	Iteration 5F: 3 clusters Score -2198064 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2199192.250000 Penalty: 3159.190430
	Iteration 6F: 3 clusters Score -2199192 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2200160.750000 Penalty: 3159.190430
	Iteration 7F: 3 clusters Score -2200161 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2200761.500000 Penalty: 3159.190430
	Iteration 8Q: 3 clusters Score -2200762 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2201036.250000 Penalty: 3159.190430
	Iteration 9Q: 3 clusters Score -2201036 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2201152.750000 Penalty: 3159.190430
	Iteration 10Q: 3 clusters Score -2201153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2201213.750000 Penalty: 3159.190430
	Iteration 11Q: 3 clusters Score -2201214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2201255.250000 Penalty: 3159.190430
	Iteration 12Q: 3 clusters Score -2201255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2201271.000000 Penalty: 3159.190430
	Iteration 13Q: 3 clusters Score -2201271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2201283.250000 Penalty: 3159.190430
	Iteration 14Q: 3 clusters Score -2201283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2201300.750000 Penalty: 3159.190430
	Iteration 15Q: 3 clusters Score -2201301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2201303.500000 Penalty: 3159.190430
	Iteration 16Q: 3 clusters Score -2201304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2201305.000000 Penalty: 3159.190430
	Iteration 17Q: 3 clusters Score -2201305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2201306.000000 Penalty: 3159.190430
	Iteration 18Q: 3 clusters Score -2201306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2201308.000000 Penalty: 3159.190430
	Iteration 19Q: 3 clusters Score -2201308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2201309.250000 Penalty: 3159.190430
	Iteration 20F: 3 clusters Score -2201309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -300763.531250 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -300763.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -298503.812500 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -298503.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -299009.281250 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -299009.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -299125.000000 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -299125 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -299177.000000 Penalty: 2513.304932
	Iteration 3Q: 3 clusters Score -299177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -299209.218750 Penalty: 2513.304932
	Iteration 4Q: 3 clusters Score -299209.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -299232.906250 Penalty: 2513.304932
	Iteration 5Q: 3 clusters Score -299232.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -299251.531250 Penalty: 2513.304932
	Iteration 6Q: 3 clusters Score -299251.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -299265.625000 Penalty: 2513.304932
	Iteration 7Q: 3 clusters Score -299265.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -299275.843750 Penalty: 2513.304932
	Iteration 8Q: 3 clusters Score -299275.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -299283.812500 Penalty: 2513.304932
	Iteration 9Q: 3 clusters Score -299283.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -299292.875000 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -299292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -299298.500000 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -299298.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -299301.656250 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -299301.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -299306.625000 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -299306.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -299311.875000 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -299311.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -299319.093750 Penalty: 2513.304932
	Iteration 15Q: 3 clusters Score -299319.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -299326.062500 Penalty: 2513.304932
	Iteration 16Q: 3 clusters Score -299326.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -299332.750000 Penalty: 2513.304932
	Iteration 17Q: 3 clusters Score -299332.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -299341.437500 Penalty: 2513.304932
	Iteration 18Q: 3 clusters Score -299341.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -299345.093750 Penalty: 2513.304932
	Iteration 19Q: 3 clusters Score -299345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -299350.187500 Penalty: 2513.304932
	Iteration 20F: 3 clusters Score -299350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -299354.031250 Penalty: 2513.304932
	Iteration 21Q: 3 clusters Score -299354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -299357.906250 Penalty: 2513.304932
	Iteration 22Q: 3 clusters Score -299357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -299359.312500 Penalty: 2513.304932
	Iteration 23Q: 3 clusters Score -299359.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -299362.437500 Penalty: 2513.304932
	Iteration 24Q: 3 clusters Score -299362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -299365.343750 Penalty: 2513.304932
	Iteration 25Q: 3 clusters Score -299365.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -299365.906250 Penalty: 2513.304932
	Iteration 26Q: 3 clusters Score -299365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -299367.406250 Penalty: 2513.304932
	Iteration 27Q: 3 clusters Score -299367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -299369.187500 Penalty: 2513.304932
	Iteration 28Q: 3 clusters Score -299369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -299371.343750 Penalty: 2513.304932
	Iteration 29Q: 3 clusters Score -299371.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -299375.843750 Penalty: 2513.304932
	Iteration 30Q: 3 clusters Score -299375.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -299378.218750 Penalty: 2513.304932
	Iteration 31Q: 3 clusters Score -299378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -299378.468750 Penalty: 2513.304932
	Iteration 32Q: 3 clusters Score -299378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -299378.750000 Penalty: 2513.304932
	Iteration 33Q: 3 clusters Score -299378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -299380.093750 Penalty: 2513.304932
	Iteration 34Q: 3 clusters Score -299380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -299380.187500 Penalty: 2513.304932
	Iteration 35Q: 3 clusters Score -299380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -299381.375000 Penalty: 2513.304932
	Iteration 36Q: 3 clusters Score -299381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -299381.812500 Penalty: 2513.304932
	Iteration 37Q: 3 clusters Score -299381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -299383.187500 Penalty: 2513.304932
	Iteration 38Q: 3 clusters Score -299383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -299383.500000 Penalty: 2513.304932
	Iteration 39Q: 3 clusters Score -299383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -299384.156250 Penalty: 2513.304932
	Iteration 40F: 3 clusters Score -299384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -299384.406250 Penalty: 2513.304932
	Iteration 41Q: 3 clusters Score -299384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -299384.531250 Penalty: 2513.304932
	Iteration 42Q: 3 clusters Score -299384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -299386.093750 Penalty: 2513.304932
	Iteration 43Q: 3 clusters Score -299386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -299386.625000 Penalty: 2513.304932
	Iteration 44Q: 3 clusters Score -299386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -299387.468750 Penalty: 2513.304932
	Iteration 45Q: 3 clusters Score -299387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -299387.906250 Penalty: 2513.304932
	Iteration 46Q: 3 clusters Score -299387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -299387.906250 Penalty: 2513.304932
	Iteration 47F: 3 clusters Score -299387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Entering Unmasked Estep 
Score: -974787.250000 Penalty: 1454.229614
	Iteration 0F: 2 clusters Score -974787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -969131.000000 Penalty: 2908.459229
	Iteration 0F: 3 clusters Score -969131 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -970777.125000 Penalty: 2908.459229
	Iteration 1F: 3 clusters Score -970777.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -970957.187500 Penalty: 2908.459229
	Iteration 2F: 3 clusters Score -970957.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -971087.250000 Penalty: 2908.459229
	Iteration 3Q: 3 clusters Score -971087.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -971187.250000 Penalty: 2908.459229
	Iteration 4Q: 3 clusters Score -971187.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -971277.312500 Penalty: 2908.459229
	Iteration 5Q: 3 clusters Score -971277.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -971375.437500 Penalty: 2908.459229
	Iteration 6Q: 3 clusters Score -971375.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -971467.812500 Penalty: 2908.459229
	Iteration 7Q: 3 clusters Score -971467.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -971575.250000 Penalty: 2908.459229
	Iteration 8Q: 3 clusters Score -971575.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -971709.812500 Penalty: 2908.459229
	Iteration 9Q: 3 clusters Score -971709.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -971918.125000 Penalty: 2908.459229
	Iteration 10Q: 3 clusters Score -971918.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -972212.000000 Penalty: 2908.459229
	Iteration 11F: 3 clusters Score -972212 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -972549.812500 Penalty: 2908.459229
	Iteration 12F: 3 clusters Score -972549.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -972873.625000 Penalty: 2908.459229
	Iteration 13Q: 3 clusters Score -972873.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -973168.562500 Penalty: 2908.459229
	Iteration 14Q: 3 clusters Score -973168.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -973371.687500 Penalty: 2908.459229
	Iteration 15Q: 3 clusters Score -973371.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -973512.562500 Penalty: 2908.459229
	Iteration 16Q: 3 clusters Score -973512.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -973559.312500 Penalty: 2908.459229
	Iteration 17Q: 3 clusters Score -973559.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -973590.437500 Penalty: 2908.459229
	Iteration 18Q: 3 clusters Score -973590.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -973598.625000 Penalty: 2908.459229
	Iteration 19Q: 3 clusters Score -973598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -973605.312500 Penalty: 2908.459229
	Iteration 20F: 3 clusters Score -973605.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -973607.875000 Penalty: 2908.459229
	Iteration 21Q: 3 clusters Score -973607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -973611.312500 Penalty: 2908.459229
	Iteration 22Q: 3 clusters Score -973611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -973615.375000 Penalty: 2908.459229
	Iteration 23Q: 3 clusters Score -973615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -973616.562500 Penalty: 2908.459229
	Iteration 24Q: 3 clusters Score -973616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -973616.562500 Penalty: 2908.459229
	Iteration 25F: 3 clusters Score -973616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16947 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 54755 members 
Mstep: Class 9 contains 29431 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119800 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61590 members 
Mstep: Class 17 contains 17529 members 
Mstep: Class 18 contains 18291 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1997 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938784.000000 Penalty: 50487.875000
Iteration 239Q: 25 clusters Score -5.393878e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16873 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 54755 members 
Mstep: Class 9 contains 29435 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119845 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61589 members 
Mstep: Class 17 contains 17526 members 
Mstep: Class 18 contains 18318 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16657 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938764.000000 Penalty: 50487.875000
Iteration 240F: 25 clusters Score -5.393876e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16818 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54756 members 
Mstep: Class 9 contains 29437 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119868 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61588 members 
Mstep: Class 17 contains 17527 members 
Mstep: Class 18 contains 18351 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938736.000000 Penalty: 50487.875000
Iteration 241Q: 25 clusters Score -5.393874e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16750 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 8 contains 54755 members 
Mstep: Class 9 contains 29440 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119906 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61590 members 
Mstep: Class 17 contains 17527 members 
Mstep: Class 18 contains 18375 members 
Mstep: Class 19 contains 12697 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16655 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938660.000000 Penalty: 50487.875000
Iteration 242Q: 25 clusters Score -5.393866e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16692 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9028 members 
Mstep: Class 8 contains 54755 members 
Mstep: Class 9 contains 29441 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119933 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 61591 members 
Mstep: Class 17 contains 17526 members 
Mstep: Class 18 contains 18401 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938632.000000 Penalty: 50487.875000
Iteration 243Q: 25 clusters Score -5.393863e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16627 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 54753 members 
Mstep: Class 9 contains 29443 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119970 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 61590 members 
Mstep: Class 17 contains 17526 members 
Mstep: Class 18 contains 18428 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938588.000000 Penalty: 50487.875000
Iteration 244Q: 25 clusters Score -5.393859e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16569 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 54752 members 
Mstep: Class 9 contains 29448 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 119990 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61591 members 
Mstep: Class 17 contains 17526 members 
Mstep: Class 18 contains 18455 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938592.000000 Penalty: 50487.875000
Iteration 245Q: 25 clusters Score -5.393859e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54750 members 
Mstep: Class 9 contains 29451 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120029 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61591 members 
Mstep: Class 17 contains 17525 members 
Mstep: Class 18 contains 18479 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938604.000000 Penalty: 50487.875000
Iteration 246Q: 25 clusters Score -5.39386e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16437 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 54751 members 
Mstep: Class 9 contains 29453 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120061 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61591 members 
Mstep: Class 17 contains 17523 members 
Mstep: Class 18 contains 18509 members 
Mstep: Class 19 contains 12702 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938612.000000 Penalty: 50487.875000
Iteration 247Q: 25 clusters Score -5.393861e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16376 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9034 members 
Mstep: Class 8 contains 54753 members 
Mstep: Class 9 contains 29457 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120098 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61591 members 
Mstep: Class 17 contains 17520 members 
Mstep: Class 18 contains 18532 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938604.000000 Penalty: 50487.875000
Iteration 248Q: 25 clusters Score -5.39386e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16318 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9035 members 
Mstep: Class 8 contains 54755 members 
Mstep: Class 9 contains 29461 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120133 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61592 members 
Mstep: Class 17 contains 17517 members 
Mstep: Class 18 contains 18554 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938520.000000 Penalty: 50487.875000
Iteration 249Q: 25 clusters Score -5.393852e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9034 members 
Mstep: Class 8 contains 54758 members 
Mstep: Class 9 contains 29469 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120153 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61592 members 
Mstep: Class 17 contains 17516 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938464.000000 Penalty: 50487.875000
Iteration 250Q: 25 clusters Score -5.393846e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16214 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 54761 members 
Mstep: Class 9 contains 29477 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120163 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61592 members 
Mstep: Class 17 contains 17513 members 
Mstep: Class 18 contains 18607 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938544.000000 Penalty: 50487.875000
Iteration 251Q: 25 clusters Score -5.393854e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16162 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 54761 members 
Mstep: Class 9 contains 29481 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120189 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61593 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 18632 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2282 members 
Mstep: Class 24 contains 7719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938528.000000 Penalty: 50487.875000
Iteration 252Q: 25 clusters Score -5.393853e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16108 members 
Mstep: Class 6 contains 20812 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 54762 members 
Mstep: Class 9 contains 29485 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120216 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61592 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 18658 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938496.000000 Penalty: 50487.875000
Iteration 253Q: 25 clusters Score -5.39385e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 16055 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 29490 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120248 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61590 members 
Mstep: Class 17 contains 17508 members 
Mstep: Class 18 contains 18678 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938460.000000 Penalty: 50487.875000
Iteration 254Q: 25 clusters Score -5.393846e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12233 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15997 members 
Mstep: Class 6 contains 20812 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 54765 members 
Mstep: Class 9 contains 29494 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120277 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61590 members 
Mstep: Class 17 contains 17508 members 
Mstep: Class 18 contains 18699 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938404.000000 Penalty: 50487.875000
Iteration 255Q: 25 clusters Score -5.39384e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12233 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15953 members 
Mstep: Class 6 contains 20812 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29494 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120295 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61587 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 18721 members 
Mstep: Class 19 contains 12702 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938396.000000 Penalty: 50487.875000
Iteration 256Q: 25 clusters Score -5.39384e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15910 members 
Mstep: Class 6 contains 20812 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29496 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120309 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61584 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 18747 members 
Mstep: Class 19 contains 12703 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938440.000000 Penalty: 50487.875000
Iteration 257Q: 25 clusters Score -5.393844e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15875 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29497 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120322 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61580 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 12705 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938428.000000 Penalty: 50487.875000
Iteration 258Q: 25 clusters Score -5.393843e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15832 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29499 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120337 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61580 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 18799 members 
Mstep: Class 19 contains 12705 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938460.000000 Penalty: 50487.875000
Iteration 259Q: 25 clusters Score -5.393846e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15787 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29502 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120348 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61580 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 12705 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938476.000000 Penalty: 50487.875000
Iteration 260F: 25 clusters Score -5.393848e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15736 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 29505 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120372 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61580 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 18852 members 
Mstep: Class 19 contains 12706 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938452.000000 Penalty: 50487.875000
Iteration 261Q: 25 clusters Score -5.393845e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29508 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120408 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61580 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 18868 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938492.000000 Penalty: 50487.875000
Iteration 262Q: 25 clusters Score -5.393849e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12233 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15638 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29508 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120430 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61580 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 18884 members 
Mstep: Class 19 contains 12706 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938464.000000 Penalty: 50487.875000
Iteration 263Q: 25 clusters Score -5.393846e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12233 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15599 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29513 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120441 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61579 members 
Mstep: Class 17 contains 17509 members 
Mstep: Class 18 contains 18902 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938452.000000 Penalty: 50487.875000
Iteration 264Q: 25 clusters Score -5.393845e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12233 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29518 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120449 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61579 members 
Mstep: Class 17 contains 17509 members 
Mstep: Class 18 contains 18915 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938524.000000 Penalty: 50487.875000
Iteration 265Q: 25 clusters Score -5.393852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12233 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15539 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29520 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120461 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61579 members 
Mstep: Class 17 contains 17509 members 
Mstep: Class 18 contains 18927 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16653 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938540.000000 Penalty: 50487.875000
Iteration 266Q: 25 clusters Score -5.393854e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12233 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29523 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120468 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61579 members 
Mstep: Class 17 contains 17508 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938540.000000 Penalty: 50487.875000
Iteration 267Q: 25 clusters Score -5.393854e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12233 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15485 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29525 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120468 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61579 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 18967 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938580.000000 Penalty: 50487.875000
Iteration 268Q: 25 clusters Score -5.393858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15463 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 54771 members 
Mstep: Class 9 contains 29526 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120476 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61578 members 
Mstep: Class 17 contains 17504 members 
Mstep: Class 18 contains 18980 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938580.000000 Penalty: 50487.875000
Iteration 269Q: 25 clusters Score -5.393858e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15434 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29527 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120487 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61578 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 18994 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938604.000000 Penalty: 50487.875000
Iteration 270Q: 25 clusters Score -5.39386e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15398 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29528 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120498 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61578 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 19015 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938604.000000 Penalty: 50487.875000
Iteration 271Q: 25 clusters Score -5.39386e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15360 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29530 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120520 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61577 members 
Mstep: Class 17 contains 17507 members 
Mstep: Class 18 contains 19031 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938592.000000 Penalty: 50487.875000
Iteration 272Q: 25 clusters Score -5.393859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15334 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120529 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61576 members 
Mstep: Class 17 contains 17509 members 
Mstep: Class 18 contains 19047 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938544.000000 Penalty: 50487.875000
Iteration 273Q: 25 clusters Score -5.393854e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15310 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29532 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120534 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61576 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19067 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 7745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938548.000000 Penalty: 50487.875000
Iteration 274Q: 25 clusters Score -5.393855e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15294 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 29529 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120542 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61575 members 
Mstep: Class 17 contains 17511 members 
Mstep: Class 18 contains 19080 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938544.000000 Penalty: 50487.875000
Iteration 275Q: 25 clusters Score -5.393854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15278 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54770 members 
Mstep: Class 9 contains 29529 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120549 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 19085 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938544.000000 Penalty: 50487.875000
Iteration 276Q: 25 clusters Score -5.393854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15260 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29529 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120560 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 19092 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938548.000000 Penalty: 50487.875000
Iteration 277Q: 25 clusters Score -5.393855e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15236 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29531 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7527 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120573 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 19100 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938488.000000 Penalty: 50487.875000
Iteration 278Q: 25 clusters Score -5.393849e+07 nChanged 34
Entering ConstructFrom: 
Score: -53938488.000000 Penalty: 50487.875000
Entering ConstructFrom: 
Trying to split cluster 1 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -85550.820312 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -85550.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84317.898438 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -84317.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84552.875000 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -84552.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84621.523438 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -84621.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84653.750000 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -84653.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84676.281250 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -84676.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -84700.093750 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -84700.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84719.328125 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -84719.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -84735.734375 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -84735.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -84748.882812 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -84748.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84756.875000 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -84756.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84758.109375 Penalty: 2148.476074
	Iteration 10Q: 3 clusters Score -84758.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84758.109375 Penalty: 2148.476074
	Iteration 11F: 3 clusters Score -84758.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Entering Unmasked Estep 
Score: -1536598.500000 Penalty: 1529.405884
	Iteration 0F: 2 clusters Score -1536598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1528107.000000 Penalty: 3058.811768
	Iteration 0F: 3 clusters Score -1528107 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1531013.375000 Penalty: 3058.811768
	Iteration 1F: 3 clusters Score -1531013 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1531275.625000 Penalty: 3058.811768
	Iteration 2F: 3 clusters Score -1531276 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1531526.500000 Penalty: 3058.811768
	Iteration 3Q: 3 clusters Score -1531526 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1531705.500000 Penalty: 3058.811768
	Iteration 4Q: 3 clusters Score -1531706 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1531861.875000 Penalty: 3058.811768
	Iteration 5Q: 3 clusters Score -1531862 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1531983.875000 Penalty: 3058.811768
	Iteration 6Q: 3 clusters Score -1531984 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1532118.125000 Penalty: 3058.811768
	Iteration 7Q: 3 clusters Score -1532118 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1532255.250000 Penalty: 3058.811768
	Iteration 8Q: 3 clusters Score -1532255 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1532385.375000 Penalty: 3058.811768
	Iteration 9Q: 3 clusters Score -1532385 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1532538.750000 Penalty: 3058.811768
	Iteration 10Q: 3 clusters Score -1532539 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1532724.750000 Penalty: 3058.811768
	Iteration 11Q: 3 clusters Score -1532725 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1532915.250000 Penalty: 3058.811768
	Iteration 12Q: 3 clusters Score -1532915 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1533100.375000 Penalty: 3058.811768
	Iteration 13Q: 3 clusters Score -1533100 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1533271.000000 Penalty: 3058.811768
	Iteration 14Q: 3 clusters Score -1533271 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1533385.625000 Penalty: 3058.811768
	Iteration 15Q: 3 clusters Score -1533386 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1533467.375000 Penalty: 3058.811768
	Iteration 16Q: 3 clusters Score -1533467 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1533557.750000 Penalty: 3058.811768
	Iteration 17Q: 3 clusters Score -1533558 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1533618.500000 Penalty: 3058.811768
	Iteration 18Q: 3 clusters Score -1533618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1533675.250000 Penalty: 3058.811768
	Iteration 19Q: 3 clusters Score -1533675 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1533735.500000 Penalty: 3058.811768
	Iteration 20F: 3 clusters Score -1533736 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1533788.000000 Penalty: 3058.811768
	Iteration 21Q: 3 clusters Score -1533788 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1533838.750000 Penalty: 3058.811768
	Iteration 22Q: 3 clusters Score -1533839 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1533895.875000 Penalty: 3058.811768
	Iteration 23Q: 3 clusters Score -1533896 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1533960.000000 Penalty: 3058.811768
	Iteration 24Q: 3 clusters Score -1533960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1534020.000000 Penalty: 3058.811768
	Iteration 25Q: 3 clusters Score -1534020 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1534081.375000 Penalty: 3058.811768
	Iteration 26Q: 3 clusters Score -1534081 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1534149.125000 Penalty: 3058.811768
	Iteration 27Q: 3 clusters Score -1534149 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1534221.500000 Penalty: 3058.811768
	Iteration 28Q: 3 clusters Score -1534222 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1534295.875000 Penalty: 3058.811768
	Iteration 29Q: 3 clusters Score -1534296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1534389.250000 Penalty: 3058.811768
	Iteration 30Q: 3 clusters Score -1534389 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1534492.500000 Penalty: 3058.811768
	Iteration 31Q: 3 clusters Score -1534492 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1534612.375000 Penalty: 3058.811768
	Iteration 32Q: 3 clusters Score -1534612 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1534734.000000 Penalty: 3058.811768
	Iteration 33Q: 3 clusters Score -1534734 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1534828.500000 Penalty: 3058.811768
	Iteration 34Q: 3 clusters Score -1534828 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1534912.250000 Penalty: 3058.811768
	Iteration 35Q: 3 clusters Score -1534912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1534972.125000 Penalty: 3058.811768
	Iteration 36Q: 3 clusters Score -1534972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1535013.125000 Penalty: 3058.811768
	Iteration 37Q: 3 clusters Score -1535013 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1535046.250000 Penalty: 3058.811768
	Iteration 38Q: 3 clusters Score -1535046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1535080.250000 Penalty: 3058.811768
	Iteration 39Q: 3 clusters Score -1535080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1535114.375000 Penalty: 3058.811768
	Iteration 40F: 3 clusters Score -1535114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1535132.875000 Penalty: 3058.811768
	Iteration 41Q: 3 clusters Score -1535133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1535143.500000 Penalty: 3058.811768
	Iteration 42Q: 3 clusters Score -1535144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1535157.125000 Penalty: 3058.811768
	Iteration 43Q: 3 clusters Score -1535157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1535167.500000 Penalty: 3058.811768
	Iteration 44Q: 3 clusters Score -1535168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1535173.875000 Penalty: 3058.811768
	Iteration 45Q: 3 clusters Score -1535174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1535181.875000 Penalty: 3058.811768
	Iteration 46Q: 3 clusters Score -1535182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1535187.125000 Penalty: 3058.811768
	Iteration 47Q: 3 clusters Score -1535187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1535190.625000 Penalty: 3058.811768
	Iteration 48Q: 3 clusters Score -1535191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1535190.625000 Penalty: 3058.811768
	Iteration 49Q: 3 clusters Score -1535191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1535195.375000 Penalty: 3058.811768
	Iteration 50Q: 3 clusters Score -1535195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1535200.750000 Penalty: 3058.811768
	Iteration 51Q: 3 clusters Score -1535201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1535201.500000 Penalty: 3058.811768
	Iteration 52Q: 3 clusters Score -1535202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1535200.375000 Penalty: 3058.811768
	Iteration 53Q: 3 clusters Score -1535200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1535202.625000 Penalty: 3058.811768
	Iteration 54Q: 3 clusters Score -1535203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1535204.375000 Penalty: 3058.811768
	Iteration 55Q: 3 clusters Score -1535204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1535204.375000 Penalty: 3058.811768
	Iteration 56Q: 3 clusters Score -1535204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1535205.250000 Penalty: 3058.811768
	Iteration 57Q: 3 clusters Score -1535205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1535206.250000 Penalty: 3058.811768
	Iteration 58Q: 3 clusters Score -1535206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1535207.875000 Penalty: 3058.811768
	Iteration 59Q: 3 clusters Score -1535208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1535209.250000 Penalty: 3058.811768
	Iteration 60F: 3 clusters Score -1535209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1535209.375000 Penalty: 3058.811768
	Iteration 61Q: 3 clusters Score -1535209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1535216.125000 Penalty: 3058.811768
	Iteration 62Q: 3 clusters Score -1535216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1535216.750000 Penalty: 3058.811768
	Iteration 63Q: 3 clusters Score -1535217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1535217.000000 Penalty: 3058.811768
	Iteration 64Q: 3 clusters Score -1535217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1535219.000000 Penalty: 3058.811768
	Iteration 65Q: 3 clusters Score -1535219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1535219.250000 Penalty: 3058.811768
	Iteration 66Q: 3 clusters Score -1535219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1535222.375000 Penalty: 3058.811768
	Iteration 67Q: 3 clusters Score -1535222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1535220.875000 Penalty: 3058.811768
	Iteration 68Q: 3 clusters Score -1535221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1535224.250000 Penalty: 3058.811768
	Iteration 69Q: 3 clusters Score -1535224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1535224.750000 Penalty: 3058.811768
	Iteration 70Q: 3 clusters Score -1535225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1535224.500000 Penalty: 3058.811768
	Iteration 71Q: 3 clusters Score -1535224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1535226.375000 Penalty: 3058.811768
	Iteration 72Q: 3 clusters Score -1535226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1535225.250000 Penalty: 3058.811768
	Iteration 73Q: 3 clusters Score -1535225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1535224.750000 Penalty: 3058.811768
	Iteration 74Q: 3 clusters Score -1535225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1535224.750000 Penalty: 3058.811768
	Iteration 75F: 3 clusters Score -1535225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -133743.875000 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -133743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132248.671875 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -132248.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132543.546875 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -132543.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132630.437500 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -132630.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132667.468750 Penalty: 2273.028320
	Iteration 3Q: 3 clusters Score -132667.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132684.421875 Penalty: 2273.028320
	Iteration 4Q: 3 clusters Score -132684.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -132693.203125 Penalty: 2273.028320
	Iteration 5Q: 3 clusters Score -132693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132695.781250 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -132695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -132699.015625 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -132699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132707.531250 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -132707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132717.046875 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -132717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132723.421875 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -132723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132728.312500 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -132728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132737.703125 Penalty: 2273.028320
	Iteration 12Q: 3 clusters Score -132737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132743.359375 Penalty: 2273.028320
	Iteration 13Q: 3 clusters Score -132743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -132750.265625 Penalty: 2273.028320
	Iteration 14Q: 3 clusters Score -132750.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132764.968750 Penalty: 2273.028320
	Iteration 15Q: 3 clusters Score -132765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132774.218750 Penalty: 2273.028320
	Iteration 16Q: 3 clusters Score -132774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132783.921875 Penalty: 2273.028320
	Iteration 17Q: 3 clusters Score -132783.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132796.343750 Penalty: 2273.028320
	Iteration 18Q: 3 clusters Score -132796.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132807.671875 Penalty: 2273.028320
	Iteration 19Q: 3 clusters Score -132807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132812.593750 Penalty: 2273.028320
	Iteration 20F: 3 clusters Score -132812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132817.812500 Penalty: 2273.028320
	Iteration 21Q: 3 clusters Score -132817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132819.093750 Penalty: 2273.028320
	Iteration 22Q: 3 clusters Score -132819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132822.046875 Penalty: 2273.028320
	Iteration 23Q: 3 clusters Score -132822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132824.203125 Penalty: 2273.028320
	Iteration 24Q: 3 clusters Score -132824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132829.125000 Penalty: 2273.028320
	Iteration 25Q: 3 clusters Score -132829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132832.140625 Penalty: 2273.028320
	Iteration 26Q: 3 clusters Score -132832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -132832.406250 Penalty: 2273.028320
	Iteration 27Q: 3 clusters Score -132832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -132832.406250 Penalty: 2273.028320
	Iteration 28F: 3 clusters Score -132832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -208319.406250 Penalty: 1212.982910
	Iteration 0F: 2 clusters Score -208319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -206500.812500 Penalty: 2425.965820
	Iteration 0F: 3 clusters Score -206500.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -207057.031250 Penalty: 2425.965820
	Iteration 1F: 3 clusters Score -207057 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -207437.687500 Penalty: 2425.965820
	Iteration 2F: 3 clusters Score -207437.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -207719.921875 Penalty: 2425.965820
	Iteration 3F: 3 clusters Score -207719.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -207917.515625 Penalty: 2425.965820
	Iteration 4F: 3 clusters Score -207917.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -208054.281250 Penalty: 2425.965820
	Iteration 5F: 3 clusters Score -208054.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -208126.375000 Penalty: 2425.965820
	Iteration 6Q: 3 clusters Score -208126.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -208166.781250 Penalty: 2425.965820
	Iteration 7Q: 3 clusters Score -208166.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -208200.203125 Penalty: 2425.965820
	Iteration 8Q: 3 clusters Score -208200.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -208223.281250 Penalty: 2425.965820
	Iteration 9Q: 3 clusters Score -208223.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -208241.062500 Penalty: 2425.965820
	Iteration 10Q: 3 clusters Score -208241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -208246.343750 Penalty: 2425.965820
	Iteration 11Q: 3 clusters Score -208246.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -208247.781250 Penalty: 2425.965820
	Iteration 12Q: 3 clusters Score -208247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -208249.171875 Penalty: 2425.965820
	Iteration 13Q: 3 clusters Score -208249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -208249.890625 Penalty: 2425.965820
	Iteration 14Q: 3 clusters Score -208249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -208249.890625 Penalty: 2425.965820
	Iteration 15F: 3 clusters Score -208249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Entering Unmasked Estep 
Score: -1992945.875000 Penalty: 1564.859619
	Iteration 0F: 2 clusters Score -1992946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1982379.750000 Penalty: 3129.719238
	Iteration 0F: 3 clusters Score -1982380 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1986074.125000 Penalty: 3129.719238
	Iteration 1F: 3 clusters Score -1986074 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1986670.375000 Penalty: 3129.719238
	Iteration 2F: 3 clusters Score -1986670 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1987432.500000 Penalty: 3129.719238
	Iteration 3F: 3 clusters Score -1987432 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1988342.125000 Penalty: 3129.719238
	Iteration 4F: 3 clusters Score -1988342 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1989227.750000 Penalty: 3129.719238
	Iteration 5F: 3 clusters Score -1989228 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1990045.375000 Penalty: 3129.719238
	Iteration 6F: 3 clusters Score -1990045 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1990748.875000 Penalty: 3129.719238
	Iteration 7F: 3 clusters Score -1990749 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1991286.375000 Penalty: 3129.719238
	Iteration 8Q: 3 clusters Score -1991286 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1991623.000000 Penalty: 3129.719238
	Iteration 9Q: 3 clusters Score -1991623 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1991808.500000 Penalty: 3129.719238
	Iteration 10Q: 3 clusters Score -1991808 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1991888.000000 Penalty: 3129.719238
	Iteration 11Q: 3 clusters Score -1991888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1991935.500000 Penalty: 3129.719238
	Iteration 12Q: 3 clusters Score -1991936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1991972.375000 Penalty: 3129.719238
	Iteration 13Q: 3 clusters Score -1991972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1991994.125000 Penalty: 3129.719238
	Iteration 14Q: 3 clusters Score -1991994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1992006.000000 Penalty: 3129.719238
	Iteration 15Q: 3 clusters Score -1992006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1992012.750000 Penalty: 3129.719238
	Iteration 16Q: 3 clusters Score -1992013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1992021.375000 Penalty: 3129.719238
	Iteration 17Q: 3 clusters Score -1992021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1992028.000000 Penalty: 3129.719238
	Iteration 18Q: 3 clusters Score -1992028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1992033.000000 Penalty: 3129.719238
	Iteration 19Q: 3 clusters Score -1992033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1992037.125000 Penalty: 3129.719238
	Iteration 20F: 3 clusters Score -1992037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1992052.375000 Penalty: 3129.719238
	Iteration 21Q: 3 clusters Score -1992052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1992053.500000 Penalty: 3129.719238
	Iteration 22Q: 3 clusters Score -1992054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1992058.500000 Penalty: 3129.719238
	Iteration 23Q: 3 clusters Score -1992058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1992061.500000 Penalty: 3129.719238
	Iteration 24Q: 3 clusters Score -1992062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1992069.500000 Penalty: 3129.719238
	Iteration 25Q: 3 clusters Score -1992070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1992073.875000 Penalty: 3129.719238
	Iteration 26Q: 3 clusters Score -1992074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1992078.875000 Penalty: 3129.719238
	Iteration 27Q: 3 clusters Score -1992079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1992082.750000 Penalty: 3129.719238
	Iteration 28Q: 3 clusters Score -1992083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1992081.500000 Penalty: 3129.719238
	Iteration 29Q: 3 clusters Score -1992082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1992085.875000 Penalty: 3129.719238
	Iteration 30Q: 3 clusters Score -1992086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1992090.750000 Penalty: 3129.719238
	Iteration 31Q: 3 clusters Score -1992091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1992090.125000 Penalty: 3129.719238
	Iteration 32Q: 3 clusters Score -1992090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1992092.750000 Penalty: 3129.719238
	Iteration 33Q: 3 clusters Score -1992093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1992095.500000 Penalty: 3129.719238
	Iteration 34Q: 3 clusters Score -1992096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1992095.500000 Penalty: 3129.719238
	Iteration 35Q: 3 clusters Score -1992096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1992101.125000 Penalty: 3129.719238
	Iteration 36Q: 3 clusters Score -1992101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1992100.875000 Penalty: 3129.719238
	Iteration 37Q: 3 clusters Score -1992101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1992103.625000 Penalty: 3129.719238
	Iteration 38Q: 3 clusters Score -1992104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1992106.875000 Penalty: 3129.719238
	Iteration 39Q: 3 clusters Score -1992107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1992109.625000 Penalty: 3129.719238
	Iteration 40F: 3 clusters Score -1992110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1992109.875000 Penalty: 3129.719238
	Iteration 41Q: 3 clusters Score -1992110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1992109.750000 Penalty: 3129.719238
	Iteration 42Q: 3 clusters Score -1992110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1992109.125000 Penalty: 3129.719238
	Iteration 43Q: 3 clusters Score -1992109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1992109.375000 Penalty: 3129.719238
	Iteration 44Q: 3 clusters Score -1992109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1992111.375000 Penalty: 3129.719238
	Iteration 45Q: 3 clusters Score -1992111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1992112.500000 Penalty: 3129.719238
	Iteration 46Q: 3 clusters Score -1992112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1992112.750000 Penalty: 3129.719238
	Iteration 47Q: 3 clusters Score -1992113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1992115.125000 Penalty: 3129.719238
	Iteration 48Q: 3 clusters Score -1992115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1992115.750000 Penalty: 3129.719238
	Iteration 49Q: 3 clusters Score -1992116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1992116.625000 Penalty: 3129.719238
	Iteration 50Q: 3 clusters Score -1992117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1992117.625000 Penalty: 3129.719238
	Iteration 51Q: 3 clusters Score -1992118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1992116.250000 Penalty: 3129.719238
	Iteration 52Q: 3 clusters Score -1992116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1992119.000000 Penalty: 3129.719238
	Iteration 53Q: 3 clusters Score -1992119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1992118.750000 Penalty: 3129.719238
	Iteration 54Q: 3 clusters Score -1992119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1992118.750000 Penalty: 3129.719238
	Iteration 55F: 3 clusters Score -1992119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Entering Unmasked Estep 
Score: -2753674.750000 Penalty: 1615.791504
	Iteration 0F: 2 clusters Score -2753675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2739519.000000 Penalty: 3231.583008
	Iteration 0F: 3 clusters Score -2739519 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2744446.750000 Penalty: 3231.583008
	Iteration 1F: 3 clusters Score -2744447 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2744709.500000 Penalty: 3231.583008
	Iteration 2Q: 3 clusters Score -2744710 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2744937.750000 Penalty: 3231.583008
	Iteration 3Q: 3 clusters Score -2744938 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2745122.750000 Penalty: 3231.583008
	Iteration 4Q: 3 clusters Score -2745123 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2745285.000000 Penalty: 3231.583008
	Iteration 5Q: 3 clusters Score -2745285 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2745407.500000 Penalty: 3231.583008
	Iteration 6Q: 3 clusters Score -2745408 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2745515.500000 Penalty: 3231.583008
	Iteration 7Q: 3 clusters Score -2745516 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2745612.250000 Penalty: 3231.583008
	Iteration 8Q: 3 clusters Score -2745612 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2745702.500000 Penalty: 3231.583008
	Iteration 9Q: 3 clusters Score -2745702 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2745792.750000 Penalty: 3231.583008
	Iteration 10Q: 3 clusters Score -2745793 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2745901.250000 Penalty: 3231.583008
	Iteration 11Q: 3 clusters Score -2745901 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2746035.750000 Penalty: 3231.583008
	Iteration 12Q: 3 clusters Score -2746036 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2746237.750000 Penalty: 3231.583008
	Iteration 13Q: 3 clusters Score -2746238 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2746507.750000 Penalty: 3231.583008
	Iteration 14Q: 3 clusters Score -2746508 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2746904.750000 Penalty: 3231.583008
	Iteration 15Q: 3 clusters Score -2746905 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2747423.250000 Penalty: 3231.583008
	Iteration 16Q: 3 clusters Score -2747423 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2748140.750000 Penalty: 3231.583008
	Iteration 17F: 3 clusters Score -2748141 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2748946.500000 Penalty: 3231.583008
	Iteration 18F: 3 clusters Score -2748946 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2749810.250000 Penalty: 3231.583008
	Iteration 19F: 3 clusters Score -2749810 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2750600.000000 Penalty: 3231.583008
	Iteration 20F: 3 clusters Score -2750600 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2751280.500000 Penalty: 3231.583008
	Iteration 21Q: 3 clusters Score -2751280 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2751684.250000 Penalty: 3231.583008
	Iteration 22Q: 3 clusters Score -2751684 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2751907.000000 Penalty: 3231.583008
	Iteration 23Q: 3 clusters Score -2751907 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2752063.250000 Penalty: 3231.583008
	Iteration 24Q: 3 clusters Score -2752063 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2752152.500000 Penalty: 3231.583008
	Iteration 25Q: 3 clusters Score -2752152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2752213.250000 Penalty: 3231.583008
	Iteration 26Q: 3 clusters Score -2752213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2752242.250000 Penalty: 3231.583008
	Iteration 27Q: 3 clusters Score -2752242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2752268.250000 Penalty: 3231.583008
	Iteration 28Q: 3 clusters Score -2752268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2752280.500000 Penalty: 3231.583008
	Iteration 29Q: 3 clusters Score -2752280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2752288.000000 Penalty: 3231.583008
	Iteration 30Q: 3 clusters Score -2752288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2752294.750000 Penalty: 3231.583008
	Iteration 31Q: 3 clusters Score -2752295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2752299.250000 Penalty: 3231.583008
	Iteration 32Q: 3 clusters Score -2752299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2752299.500000 Penalty: 3231.583008
	Iteration 33Q: 3 clusters Score -2752300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2752306.000000 Penalty: 3231.583008
	Iteration 34Q: 3 clusters Score -2752306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2752306.750000 Penalty: 3231.583008
	Iteration 35Q: 3 clusters Score -2752307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2752308.000000 Penalty: 3231.583008
	Iteration 36Q: 3 clusters Score -2752308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2752311.000000 Penalty: 3231.583008
	Iteration 37Q: 3 clusters Score -2752311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2752311.000000 Penalty: 3231.583008
	Iteration 38Q: 3 clusters Score -2752311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2752311.000000 Penalty: 3231.583008
	Iteration 39F: 3 clusters Score -2752311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1146709.875000 Penalty: 1480.118042
	Iteration 0F: 2 clusters Score -1146710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1140108.875000 Penalty: 2960.236084
	Iteration 0F: 3 clusters Score -1140109 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1142219.125000 Penalty: 2960.236084
	Iteration 1F: 3 clusters Score -1142219 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1142459.625000 Penalty: 2960.236084
	Iteration 2F: 3 clusters Score -1142460 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1142621.000000 Penalty: 2960.236084
	Iteration 3Q: 3 clusters Score -1142621 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1142738.375000 Penalty: 2960.236084
	Iteration 4Q: 3 clusters Score -1142738 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1142847.375000 Penalty: 2960.236084
	Iteration 5Q: 3 clusters Score -1142847 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1142971.000000 Penalty: 2960.236084
	Iteration 6Q: 3 clusters Score -1142971 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1143146.750000 Penalty: 2960.236084
	Iteration 7Q: 3 clusters Score -1143147 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1143362.500000 Penalty: 2960.236084
	Iteration 8Q: 3 clusters Score -1143362 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1143660.875000 Penalty: 2960.236084
	Iteration 9F: 3 clusters Score -1143661 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1144027.250000 Penalty: 2960.236084
	Iteration 10F: 3 clusters Score -1144027 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1144447.500000 Penalty: 2960.236084
	Iteration 11F: 3 clusters Score -1144448 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1144845.750000 Penalty: 2960.236084
	Iteration 12Q: 3 clusters Score -1144846 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1145090.375000 Penalty: 2960.236084
	Iteration 13Q: 3 clusters Score -1145090 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1145228.500000 Penalty: 2960.236084
	Iteration 14Q: 3 clusters Score -1145228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1145304.000000 Penalty: 2960.236084
	Iteration 15Q: 3 clusters Score -1145304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1145351.875000 Penalty: 2960.236084
	Iteration 16Q: 3 clusters Score -1145352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1145379.750000 Penalty: 2960.236084
	Iteration 17Q: 3 clusters Score -1145380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1145396.750000 Penalty: 2960.236084
	Iteration 18Q: 3 clusters Score -1145397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1145408.625000 Penalty: 2960.236084
	Iteration 19Q: 3 clusters Score -1145409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1145420.125000 Penalty: 2960.236084
	Iteration 20F: 3 clusters Score -1145420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1145427.625000 Penalty: 2960.236084
	Iteration 21Q: 3 clusters Score -1145428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1145432.500000 Penalty: 2960.236084
	Iteration 22Q: 3 clusters Score -1145432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1145433.375000 Penalty: 2960.236084
	Iteration 23Q: 3 clusters Score -1145433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1145435.125000 Penalty: 2960.236084
	Iteration 24Q: 3 clusters Score -1145435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1145438.000000 Penalty: 2960.236084
	Iteration 25Q: 3 clusters Score -1145438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1145439.500000 Penalty: 2960.236084
	Iteration 26Q: 3 clusters Score -1145440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1145439.500000 Penalty: 2960.236084
	Iteration 27F: 3 clusters Score -1145440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Entering Unmasked Estep 
Score: -7208742.000000 Penalty: 1773.011963
	Iteration 0F: 2 clusters Score -7208742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -7172105.500000 Penalty: 3546.023926
	Iteration 0F: 3 clusters Score -7172106 nChanged 25688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -7186935.000000 Penalty: 3546.023926
	Iteration 1F: 3 clusters Score -7186935 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -7187802.000000 Penalty: 3546.023926
	Iteration 2Q: 3 clusters Score -7187802 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -7189188.500000 Penalty: 3546.023926
	Iteration 3Q: 3 clusters Score -7189188 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7191437.500000 Penalty: 3546.023926
	Iteration 4F: 3 clusters Score -7191438 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -7194944.500000 Penalty: 3546.023926
	Iteration 5F: 3 clusters Score -7194944 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -7199387.500000 Penalty: 3546.023926
	Iteration 6F: 3 clusters Score -7199388 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7203424.500000 Penalty: 3546.023926
	Iteration 7F: 3 clusters Score -7203424 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7205722.500000 Penalty: 3546.023926
	Iteration 8Q: 3 clusters Score -7205722 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7206613.500000 Penalty: 3546.023926
	Iteration 9Q: 3 clusters Score -7206614 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7206909.000000 Penalty: 3546.023926
	Iteration 10Q: 3 clusters Score -7206909 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7207022.500000 Penalty: 3546.023926
	Iteration 11Q: 3 clusters Score -7207022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7207087.500000 Penalty: 3546.023926
	Iteration 12Q: 3 clusters Score -7207088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7207122.500000 Penalty: 3546.023926
	Iteration 13Q: 3 clusters Score -7207122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7207154.000000 Penalty: 3546.023926
	Iteration 14Q: 3 clusters Score -7207154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7207179.000000 Penalty: 3546.023926
	Iteration 15Q: 3 clusters Score -7207179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7207186.500000 Penalty: 3546.023926
	Iteration 16Q: 3 clusters Score -7207186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7207197.000000 Penalty: 3546.023926
	Iteration 17Q: 3 clusters Score -7207197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7207204.500000 Penalty: 3546.023926
	Iteration 18Q: 3 clusters Score -7207204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7207204.500000 Penalty: 3546.023926
	Iteration 19Q: 3 clusters Score -7207204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7207215.500000 Penalty: 3546.023926
	Iteration 20F: 3 clusters Score -7207216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7207215.000000 Penalty: 3546.023926
	Iteration 21Q: 3 clusters Score -7207215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7207216.500000 Penalty: 3546.023926
	Iteration 22Q: 3 clusters Score -7207216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7207217.000000 Penalty: 3546.023926
	Iteration 23Q: 3 clusters Score -7207217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7207223.500000 Penalty: 3546.023926
	Iteration 24Q: 3 clusters Score -7207224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7207223.500000 Penalty: 3546.023926
	Iteration 25Q: 3 clusters Score -7207224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7207221.500000 Penalty: 3546.023926
	Iteration 26Q: 3 clusters Score -7207222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7207225.500000 Penalty: 3546.023926
	Iteration 27Q: 3 clusters Score -7207226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7207226.500000 Penalty: 3546.023926
	Iteration 28Q: 3 clusters Score -7207226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7207229.000000 Penalty: 3546.023926
	Iteration 29Q: 3 clusters Score -7207229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7207231.500000 Penalty: 3546.023926
	Iteration 30Q: 3 clusters Score -7207232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7207230.000000 Penalty: 3546.023926
	Iteration 31Q: 3 clusters Score -7207230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7207243.000000 Penalty: 3546.023926
	Iteration 32Q: 3 clusters Score -7207243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7207251.500000 Penalty: 3546.023926
	Iteration 33Q: 3 clusters Score -7207252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7207264.000000 Penalty: 3546.023926
	Iteration 34Q: 3 clusters Score -7207264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7207271.000000 Penalty: 3546.023926
	Iteration 35Q: 3 clusters Score -7207271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7207273.500000 Penalty: 3546.023926
	Iteration 36Q: 3 clusters Score -7207274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7207268.000000 Penalty: 3546.023926
	Iteration 37Q: 3 clusters Score -7207268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7207270.000000 Penalty: 3546.023926
	Iteration 38Q: 3 clusters Score -7207270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7207272.000000 Penalty: 3546.023926
	Iteration 39Q: 3 clusters Score -7207272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7207271.500000 Penalty: 3546.023926
	Iteration 40F: 3 clusters Score -7207272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Entering Unmasked Estep 
Score: -3887267.500000 Penalty: 1672.660889
	Iteration 0F: 2 clusters Score -3887268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3867259.750000 Penalty: 3345.321777
	Iteration 0F: 3 clusters Score -3867260 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3874909.000000 Penalty: 3345.321777
	Iteration 1F: 3 clusters Score -3874909 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3875151.500000 Penalty: 3345.321777
	Iteration 2Q: 3 clusters Score -3875152 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3875407.750000 Penalty: 3345.321777
	Iteration 3Q: 3 clusters Score -3875408 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3875628.500000 Penalty: 3345.321777
	Iteration 4Q: 3 clusters Score -3875628 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3875831.750000 Penalty: 3345.321777
	Iteration 5Q: 3 clusters Score -3875832 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3876048.750000 Penalty: 3345.321777
	Iteration 6Q: 3 clusters Score -3876049 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3876284.500000 Penalty: 3345.321777
	Iteration 7Q: 3 clusters Score -3876284 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3876619.750000 Penalty: 3345.321777
	Iteration 8Q: 3 clusters Score -3876620 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3877069.500000 Penalty: 3345.321777
	Iteration 9Q: 3 clusters Score -3877070 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3877685.500000 Penalty: 3345.321777
	Iteration 10Q: 3 clusters Score -3877686 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3878576.000000 Penalty: 3345.321777
	Iteration 11F: 3 clusters Score -3878576 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3879826.750000 Penalty: 3345.321777
	Iteration 12F: 3 clusters Score -3879827 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3881349.500000 Penalty: 3345.321777
	Iteration 13F: 3 clusters Score -3881350 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3882830.000000 Penalty: 3345.321777
	Iteration 14F: 3 clusters Score -3882830 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3884083.250000 Penalty: 3345.321777
	Iteration 15Q: 3 clusters Score -3884083 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3884911.250000 Penalty: 3345.321777
	Iteration 16Q: 3 clusters Score -3884911 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3885380.750000 Penalty: 3345.321777
	Iteration 17Q: 3 clusters Score -3885381 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -3885614.000000 Penalty: 3345.321777
	Iteration 18Q: 3 clusters Score -3885614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3885706.500000 Penalty: 3345.321777
	Iteration 19Q: 3 clusters Score -3885706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3885744.000000 Penalty: 3345.321777
	Iteration 20F: 3 clusters Score -3885744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3885776.000000 Penalty: 3345.321777
	Iteration 21Q: 3 clusters Score -3885776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3885792.250000 Penalty: 3345.321777
	Iteration 22Q: 3 clusters Score -3885792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3885802.000000 Penalty: 3345.321777
	Iteration 23Q: 3 clusters Score -3885802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3885805.000000 Penalty: 3345.321777
	Iteration 24Q: 3 clusters Score -3885805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3885807.000000 Penalty: 3345.321777
	Iteration 25Q: 3 clusters Score -3885807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3885815.750000 Penalty: 3345.321777
	Iteration 26Q: 3 clusters Score -3885816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3885814.500000 Penalty: 3345.321777
	Iteration 27Q: 3 clusters Score -3885814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3885817.250000 Penalty: 3345.321777
	Iteration 28Q: 3 clusters Score -3885817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3885821.000000 Penalty: 3345.321777
	Iteration 29Q: 3 clusters Score -3885821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3885823.750000 Penalty: 3345.321777
	Iteration 30Q: 3 clusters Score -3885824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3885826.000000 Penalty: 3345.321777
	Iteration 31Q: 3 clusters Score -3885826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3885826.000000 Penalty: 3345.321777
	Iteration 32F: 3 clusters Score -3885826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -237833.296875 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -237833.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -235872.875000 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -235872.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -236263.328125 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -236263.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -236368.421875 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -236368.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -236419.218750 Penalty: 2432.967041
	Iteration 3Q: 3 clusters Score -236419.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -236455.578125 Penalty: 2432.967041
	Iteration 4Q: 3 clusters Score -236455.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -236479.078125 Penalty: 2432.967041
	Iteration 5Q: 3 clusters Score -236479.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -236488.171875 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -236488.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -236494.890625 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -236494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -236502.750000 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -236502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -236506.609375 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -236506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -236508.562500 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -236508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -236510.234375 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -236510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -236510.937500 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -236510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -236511.546875 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -236511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -236513.218750 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -236513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -236514.671875 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -236514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236515.062500 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -236515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236516.062500 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -236516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236516.796875 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -236516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -236516.859375 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -236516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -236516.859375 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -236516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Entering Unmasked Estep 
Score: -989957.062500 Penalty: 1450.472778
	Iteration 0F: 2 clusters Score -989957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -984343.375000 Penalty: 2900.945557
	Iteration 0F: 3 clusters Score -984343.4 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -986002.875000 Penalty: 2900.945557
	Iteration 1F: 3 clusters Score -986002.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -986198.625000 Penalty: 2900.945557
	Iteration 2F: 3 clusters Score -986198.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -986306.562500 Penalty: 2900.945557
	Iteration 3Q: 3 clusters Score -986306.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -986401.562500 Penalty: 2900.945557
	Iteration 4Q: 3 clusters Score -986401.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -986470.437500 Penalty: 2900.945557
	Iteration 5Q: 3 clusters Score -986470.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -986527.562500 Penalty: 2900.945557
	Iteration 6Q: 3 clusters Score -986527.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -986591.250000 Penalty: 2900.945557
	Iteration 7Q: 3 clusters Score -986591.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -986650.437500 Penalty: 2900.945557
	Iteration 8Q: 3 clusters Score -986650.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -986698.437500 Penalty: 2900.945557
	Iteration 9Q: 3 clusters Score -986698.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -986753.812500 Penalty: 2900.945557
	Iteration 10Q: 3 clusters Score -986753.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -986824.687500 Penalty: 2900.945557
	Iteration 11Q: 3 clusters Score -986824.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -986918.437500 Penalty: 2900.945557
	Iteration 12Q: 3 clusters Score -986918.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -987050.000000 Penalty: 2900.945557
	Iteration 13Q: 3 clusters Score -987050 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -987205.250000 Penalty: 2900.945557
	Iteration 14Q: 3 clusters Score -987205.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -987380.687500 Penalty: 2900.945557
	Iteration 15Q: 3 clusters Score -987380.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -987586.000000 Penalty: 2900.945557
	Iteration 16Q: 3 clusters Score -987586 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -987814.937500 Penalty: 2900.945557
	Iteration 17Q: 3 clusters Score -987814.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -988048.750000 Penalty: 2900.945557
	Iteration 18Q: 3 clusters Score -988048.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -988249.687500 Penalty: 2900.945557
	Iteration 19Q: 3 clusters Score -988249.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -988390.250000 Penalty: 2900.945557
	Iteration 20F: 3 clusters Score -988390.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -988481.437500 Penalty: 2900.945557
	Iteration 21Q: 3 clusters Score -988481.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -988545.437500 Penalty: 2900.945557
	Iteration 22Q: 3 clusters Score -988545.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -988581.375000 Penalty: 2900.945557
	Iteration 23Q: 3 clusters Score -988581.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -988607.562500 Penalty: 2900.945557
	Iteration 24Q: 3 clusters Score -988607.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -988623.937500 Penalty: 2900.945557
	Iteration 25Q: 3 clusters Score -988623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -988640.875000 Penalty: 2900.945557
	Iteration 26Q: 3 clusters Score -988640.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -988657.500000 Penalty: 2900.945557
	Iteration 27Q: 3 clusters Score -988657.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -988665.500000 Penalty: 2900.945557
	Iteration 28Q: 3 clusters Score -988665.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -988669.125000 Penalty: 2900.945557
	Iteration 29Q: 3 clusters Score -988669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -988670.125000 Penalty: 2900.945557
	Iteration 30Q: 3 clusters Score -988670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -988670.687500 Penalty: 2900.945557
	Iteration 31Q: 3 clusters Score -988670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -988670.687500 Penalty: 2900.945557
	Iteration 32F: 3 clusters Score -988670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -20678.951172 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -20678.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19972.220703 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -19972.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20093.074219 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -20093.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20149.562500 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -20149.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20238.687500 Penalty: 1754.402954
	Iteration 3F: 3 clusters Score -20238.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -20340.662109 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -20340.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -20362.181641 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -20362.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -20365.126953 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -20365.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20367.365234 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -20367.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20367.365234 Penalty: 1754.402954
	Iteration 8F: 3 clusters Score -20367.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Entering Unmasked Estep 
Score: -15871430.000000 Penalty: 1901.267944
	Iteration 0F: 2 clusters Score -1.587143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -15805656.000000 Penalty: 3802.535889
	Iteration 0F: 3 clusters Score -1.580566e+07 nChanged 57758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -15839774.000000 Penalty: 3802.535889
	Iteration 1F: 3 clusters Score -1.583977e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -15841208.000000 Penalty: 3802.535889
	Iteration 2Q: 3 clusters Score -1.584121e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -15843128.000000 Penalty: 3802.535889
	Iteration 3Q: 3 clusters Score -1.584313e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -15845216.000000 Penalty: 3802.535889
	Iteration 4F: 3 clusters Score -1.584522e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -15847173.000000 Penalty: 3802.535889
	Iteration 5F: 3 clusters Score -1.584717e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -15848898.000000 Penalty: 3802.535889
	Iteration 6F: 3 clusters Score -1.58489e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -15850324.000000 Penalty: 3802.535889
	Iteration 7Q: 3 clusters Score -1.585032e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -15851130.000000 Penalty: 3802.535889
	Iteration 8Q: 3 clusters Score -1.585113e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -15851555.000000 Penalty: 3802.535889
	Iteration 9Q: 3 clusters Score -1.585156e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -15851916.000000 Penalty: 3802.535889
	Iteration 10Q: 3 clusters Score -1.585192e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -15852134.000000 Penalty: 3802.535889
	Iteration 11Q: 3 clusters Score -1.585213e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -15852534.000000 Penalty: 3802.535889
	Iteration 12Q: 3 clusters Score -1.585253e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -15853433.000000 Penalty: 3802.535889
	Iteration 13Q: 3 clusters Score -1.585343e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -15855138.000000 Penalty: 3802.535889
	Iteration 14Q: 3 clusters Score -1.585514e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -15857547.000000 Penalty: 3802.535889
	Iteration 15Q: 3 clusters Score -1.585755e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -15860108.000000 Penalty: 3802.535889
	Iteration 16F: 3 clusters Score -1.586011e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -15861793.000000 Penalty: 3802.535889
	Iteration 17Q: 3 clusters Score -1.586179e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -15862803.000000 Penalty: 3802.535889
	Iteration 18Q: 3 clusters Score -1.58628e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -15863117.000000 Penalty: 3802.535889
	Iteration 19Q: 3 clusters Score -1.586312e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -15863213.000000 Penalty: 3802.535889
	Iteration 20F: 3 clusters Score -1.586321e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -15863319.000000 Penalty: 3802.535889
	Iteration 21Q: 3 clusters Score -1.586332e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -15863374.000000 Penalty: 3802.535889
	Iteration 22Q: 3 clusters Score -1.586337e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -15863628.000000 Penalty: 3802.535889
	Iteration 23Q: 3 clusters Score -1.586363e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -15863870.000000 Penalty: 3802.535889
	Iteration 24Q: 3 clusters Score -1.586387e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -15864117.000000 Penalty: 3802.535889
	Iteration 25Q: 3 clusters Score -1.586412e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -15864370.000000 Penalty: 3802.535889
	Iteration 26Q: 3 clusters Score -1.586437e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -15864690.000000 Penalty: 3802.535889
	Iteration 27Q: 3 clusters Score -1.586469e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -15865037.000000 Penalty: 3802.535889
	Iteration 28Q: 3 clusters Score -1.586504e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -15865418.000000 Penalty: 3802.535889
	Iteration 29Q: 3 clusters Score -1.586542e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -15865724.000000 Penalty: 3802.535889
	Iteration 30Q: 3 clusters Score -1.586572e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -15865963.000000 Penalty: 3802.535889
	Iteration 31Q: 3 clusters Score -1.586596e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -15866223.000000 Penalty: 3802.535889
	Iteration 32Q: 3 clusters Score -1.586622e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -15866344.000000 Penalty: 3802.535889
	Iteration 33Q: 3 clusters Score -1.586634e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -15866493.000000 Penalty: 3802.535889
	Iteration 34Q: 3 clusters Score -1.586649e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -15866584.000000 Penalty: 3802.535889
	Iteration 35Q: 3 clusters Score -1.586658e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93405 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -15866560.000000 Penalty: 3802.535889
	Iteration 36Q: 3 clusters Score -1.586656e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -15866674.000000 Penalty: 3802.535889
	Iteration 37Q: 3 clusters Score -1.586667e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -15866674.000000 Penalty: 3802.535889
	Iteration 38Q: 3 clusters Score -1.586667e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -15866690.000000 Penalty: 3802.535889
	Iteration 39Q: 3 clusters Score -1.586669e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -15867016.000000 Penalty: 3802.535889
	Iteration 40F: 3 clusters Score -1.586702e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -15867014.000000 Penalty: 3802.535889
	Iteration 41Q: 3 clusters Score -1.586701e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -15867010.000000 Penalty: 3802.535889
	Iteration 42Q: 3 clusters Score -1.586701e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -15866963.000000 Penalty: 3802.535889
	Iteration 43Q: 3 clusters Score -1.586696e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -15866888.000000 Penalty: 3802.535889
	Iteration 44Q: 3 clusters Score -1.586689e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -15866875.000000 Penalty: 3802.535889
	Iteration 45Q: 3 clusters Score -1.586688e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -15866928.000000 Penalty: 3802.535889
	Iteration 46Q: 3 clusters Score -1.586693e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -15866948.000000 Penalty: 3802.535889
	Iteration 47Q: 3 clusters Score -1.586695e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -15866914.000000 Penalty: 3802.535889
	Iteration 48Q: 3 clusters Score -1.586691e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -15866935.000000 Penalty: 3802.535889
	Iteration 49Q: 3 clusters Score -1.586694e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -15866855.000000 Penalty: 3802.535889
	Iteration 50Q: 3 clusters Score -1.586686e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -15866817.000000 Penalty: 3802.535889
	Iteration 51Q: 3 clusters Score -1.586682e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -15866767.000000 Penalty: 3802.535889
	Iteration 52Q: 3 clusters Score -1.586677e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -15866800.000000 Penalty: 3802.535889
	Iteration 53Q: 3 clusters Score -1.58668e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -15866799.000000 Penalty: 3802.535889
	Iteration 54Q: 3 clusters Score -1.58668e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -15866793.000000 Penalty: 3802.535889
	Iteration 55Q: 3 clusters Score -1.586679e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -15866780.000000 Penalty: 3802.535889
	Iteration 56Q: 3 clusters Score -1.586678e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -15866783.000000 Penalty: 3802.535889
	Iteration 57Q: 3 clusters Score -1.586678e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -15866807.000000 Penalty: 3802.535889
	Iteration 58Q: 3 clusters Score -1.586681e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -15866880.000000 Penalty: 3802.535889
	Iteration 59Q: 3 clusters Score -1.586688e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -15866966.000000 Penalty: 3802.535889
	Iteration 60F: 3 clusters Score -1.586697e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -15866913.000000 Penalty: 3802.535889
	Iteration 61Q: 3 clusters Score -1.586691e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -15866926.000000 Penalty: 3802.535889
	Iteration 62Q: 3 clusters Score -1.586693e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -15866990.000000 Penalty: 3802.535889
	Iteration 63Q: 3 clusters Score -1.586699e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -15866978.000000 Penalty: 3802.535889
	Iteration 64Q: 3 clusters Score -1.586698e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -15867031.000000 Penalty: 3802.535889
	Iteration 65Q: 3 clusters Score -1.586703e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -15867154.000000 Penalty: 3802.535889
	Iteration 66Q: 3 clusters Score -1.586715e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -15867206.000000 Penalty: 3802.535889
	Iteration 67Q: 3 clusters Score -1.586721e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -15867283.000000 Penalty: 3802.535889
	Iteration 68Q: 3 clusters Score -1.586728e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -15867356.000000 Penalty: 3802.535889
	Iteration 69Q: 3 clusters Score -1.586736e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -15867499.000000 Penalty: 3802.535889
	Iteration 70Q: 3 clusters Score -1.58675e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -15867564.000000 Penalty: 3802.535889
	Iteration 71Q: 3 clusters Score -1.586756e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -15867735.000000 Penalty: 3802.535889
	Iteration 72Q: 3 clusters Score -1.586774e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -15867910.000000 Penalty: 3802.535889
	Iteration 73Q: 3 clusters Score -1.586791e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -15867929.000000 Penalty: 3802.535889
	Iteration 74Q: 3 clusters Score -1.586793e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -15868073.000000 Penalty: 3802.535889
	Iteration 75Q: 3 clusters Score -1.586807e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -15868207.000000 Penalty: 3802.535889
	Iteration 76Q: 3 clusters Score -1.586821e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -15868459.000000 Penalty: 3802.535889
	Iteration 77Q: 3 clusters Score -1.586846e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -15868646.000000 Penalty: 3802.535889
	Iteration 78Q: 3 clusters Score -1.586865e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -15868916.000000 Penalty: 3802.535889
	Iteration 79Q: 3 clusters Score -1.586892e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -15869091.000000 Penalty: 3802.535889
	Iteration 80F: 3 clusters Score -1.586909e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -15869336.000000 Penalty: 3802.535889
	Iteration 81Q: 3 clusters Score -1.586934e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -15869588.000000 Penalty: 3802.535889
	Iteration 82Q: 3 clusters Score -1.586959e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -15869936.000000 Penalty: 3802.535889
	Iteration 83Q: 3 clusters Score -1.586994e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -15870097.000000 Penalty: 3802.535889
	Iteration 84Q: 3 clusters Score -1.58701e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -15870167.000000 Penalty: 3802.535889
	Iteration 85Q: 3 clusters Score -1.587017e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -15870188.000000 Penalty: 3802.535889
	Iteration 86Q: 3 clusters Score -1.587019e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -15870111.000000 Penalty: 3802.535889
	Iteration 87Q: 3 clusters Score -1.587011e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -15869985.000000 Penalty: 3802.535889
	Iteration 88Q: 3 clusters Score -1.586998e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -15869965.000000 Penalty: 3802.535889
	Iteration 89Q: 3 clusters Score -1.586996e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -15869824.000000 Penalty: 3802.535889
	Iteration 90Q: 3 clusters Score -1.586982e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -15869690.000000 Penalty: 3802.535889
	Iteration 91Q: 3 clusters Score -1.586969e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -15869471.000000 Penalty: 3802.535889
	Iteration 92Q: 3 clusters Score -1.586947e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -15869331.000000 Penalty: 3802.535889
	Iteration 93Q: 3 clusters Score -1.586933e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -15869183.000000 Penalty: 3802.535889
	Iteration 94Q: 3 clusters Score -1.586918e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -15869068.000000 Penalty: 3802.535889
	Iteration 95Q: 3 clusters Score -1.586907e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -15868920.000000 Penalty: 3802.535889
	Iteration 96Q: 3 clusters Score -1.586892e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -15868825.000000 Penalty: 3802.535889
	Iteration 97Q: 3 clusters Score -1.586882e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -15868693.000000 Penalty: 3802.535889
	Iteration 98Q: 3 clusters Score -1.586869e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -15868562.000000 Penalty: 3802.535889
	Iteration 99Q: 3 clusters Score -1.586856e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -15868522.000000 Penalty: 3802.535889
	Iteration 100F: 3 clusters Score -1.586852e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -15868391.000000 Penalty: 3802.535889
	Iteration 101Q: 3 clusters Score -1.586839e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -15868278.000000 Penalty: 3802.535889
	Iteration 102Q: 3 clusters Score -1.586828e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -15868160.000000 Penalty: 3802.535889
	Iteration 103Q: 3 clusters Score -1.586816e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -15868078.000000 Penalty: 3802.535889
	Iteration 104Q: 3 clusters Score -1.586808e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -15868009.000000 Penalty: 3802.535889
	Iteration 105Q: 3 clusters Score -1.586801e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -15867929.000000 Penalty: 3802.535889
	Iteration 106Q: 3 clusters Score -1.586793e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -15867876.000000 Penalty: 3802.535889
	Iteration 107Q: 3 clusters Score -1.586788e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -15867829.000000 Penalty: 3802.535889
	Iteration 108Q: 3 clusters Score -1.586783e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -15867796.000000 Penalty: 3802.535889
	Iteration 109Q: 3 clusters Score -1.58678e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -15867722.000000 Penalty: 3802.535889
	Iteration 110Q: 3 clusters Score -1.586772e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -15867769.000000 Penalty: 3802.535889
	Iteration 111Q: 3 clusters Score -1.586777e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -15867717.000000 Penalty: 3802.535889
	Iteration 112Q: 3 clusters Score -1.586772e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -15867687.000000 Penalty: 3802.535889
	Iteration 113Q: 3 clusters Score -1.586769e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -15867667.000000 Penalty: 3802.535889
	Iteration 114Q: 3 clusters Score -1.586767e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -15867634.000000 Penalty: 3802.535889
	Iteration 115Q: 3 clusters Score -1.586763e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -15867614.000000 Penalty: 3802.535889
	Iteration 116Q: 3 clusters Score -1.586761e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -15867594.000000 Penalty: 3802.535889
	Iteration 117Q: 3 clusters Score -1.586759e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -15867600.000000 Penalty: 3802.535889
	Iteration 118Q: 3 clusters Score -1.58676e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -15867622.000000 Penalty: 3802.535889
	Iteration 119Q: 3 clusters Score -1.586762e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -15867588.000000 Penalty: 3802.535889
	Iteration 120F: 3 clusters Score -1.586759e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -15867584.000000 Penalty: 3802.535889
	Iteration 121Q: 3 clusters Score -1.586758e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -15867559.000000 Penalty: 3802.535889
	Iteration 122Q: 3 clusters Score -1.586756e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -15867561.000000 Penalty: 3802.535889
	Iteration 123Q: 3 clusters Score -1.586756e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -15867554.000000 Penalty: 3802.535889
	Iteration 124Q: 3 clusters Score -1.586755e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
Score: -15867567.000000 Penalty: 3802.535889
	Iteration 125Q: 3 clusters Score -1.586757e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -15867600.000000 Penalty: 3802.535889
	Iteration 126Q: 3 clusters Score -1.58676e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -15867641.000000 Penalty: 3802.535889
	Iteration 127Q: 3 clusters Score -1.586764e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -15867653.000000 Penalty: 3802.535889
	Iteration 128Q: 3 clusters Score -1.586765e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -15867677.000000 Penalty: 3802.535889
	Iteration 129Q: 3 clusters Score -1.586768e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -15867714.000000 Penalty: 3802.535889
	Iteration 130Q: 3 clusters Score -1.586771e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -15867751.000000 Penalty: 3802.535889
	Iteration 131Q: 3 clusters Score -1.586775e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -15867774.000000 Penalty: 3802.535889
	Iteration 132Q: 3 clusters Score -1.586777e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -15867809.000000 Penalty: 3802.535889
	Iteration 133Q: 3 clusters Score -1.586781e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -15867866.000000 Penalty: 3802.535889
	Iteration 134Q: 3 clusters Score -1.586787e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -15867888.000000 Penalty: 3802.535889
	Iteration 135Q: 3 clusters Score -1.586789e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -15867961.000000 Penalty: 3802.535889
	Iteration 136Q: 3 clusters Score -1.586796e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -15868054.000000 Penalty: 3802.535889
	Iteration 137Q: 3 clusters Score -1.586805e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -15868154.000000 Penalty: 3802.535889
	Iteration 138Q: 3 clusters Score -1.586815e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -15868156.000000 Penalty: 3802.535889
	Iteration 139Q: 3 clusters Score -1.586816e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -15868196.000000 Penalty: 3802.535889
	Iteration 140F: 3 clusters Score -1.58682e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -15868227.000000 Penalty: 3802.535889
	Iteration 141Q: 3 clusters Score -1.586823e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -15868259.000000 Penalty: 3802.535889
	Iteration 142Q: 3 clusters Score -1.586826e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -15868303.000000 Penalty: 3802.535889
	Iteration 143Q: 3 clusters Score -1.58683e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -15868367.000000 Penalty: 3802.535889
	Iteration 144Q: 3 clusters Score -1.586837e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -15868449.000000 Penalty: 3802.535889
	Iteration 145Q: 3 clusters Score -1.586845e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -15868509.000000 Penalty: 3802.535889
	Iteration 146Q: 3 clusters Score -1.586851e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -15868584.000000 Penalty: 3802.535889
	Iteration 147Q: 3 clusters Score -1.586858e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -15868642.000000 Penalty: 3802.535889
	Iteration 148Q: 3 clusters Score -1.586864e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -15868687.000000 Penalty: 3802.535889
	Iteration 149Q: 3 clusters Score -1.586869e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -15868695.000000 Penalty: 3802.535889
	Iteration 150Q: 3 clusters Score -1.58687e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -15868732.000000 Penalty: 3802.535889
	Iteration 151Q: 3 clusters Score -1.586873e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -15868758.000000 Penalty: 3802.535889
	Iteration 152Q: 3 clusters Score -1.586876e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -15868783.000000 Penalty: 3802.535889
	Iteration 153Q: 3 clusters Score -1.586878e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -15868837.000000 Penalty: 3802.535889
	Iteration 154Q: 3 clusters Score -1.586884e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -15868925.000000 Penalty: 3802.535889
	Iteration 155Q: 3 clusters Score -1.586892e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -15868995.000000 Penalty: 3802.535889
	Iteration 156Q: 3 clusters Score -1.5869e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -15869047.000000 Penalty: 3802.535889
	Iteration 157Q: 3 clusters Score -1.586905e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -15869064.000000 Penalty: 3802.535889
	Iteration 158Q: 3 clusters Score -1.586906e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -15869065.000000 Penalty: 3802.535889
	Iteration 159Q: 3 clusters Score -1.586906e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -15869086.000000 Penalty: 3802.535889
	Iteration 160F: 3 clusters Score -1.586909e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -15869102.000000 Penalty: 3802.535889
	Iteration 161Q: 3 clusters Score -1.58691e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -15869140.000000 Penalty: 3802.535889
	Iteration 162Q: 3 clusters Score -1.586914e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -15869176.000000 Penalty: 3802.535889
	Iteration 163Q: 3 clusters Score -1.586918e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -15869196.000000 Penalty: 3802.535889
	Iteration 164Q: 3 clusters Score -1.58692e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -15869213.000000 Penalty: 3802.535889
	Iteration 165Q: 3 clusters Score -1.586921e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -15869267.000000 Penalty: 3802.535889
	Iteration 166Q: 3 clusters Score -1.586927e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -15869272.000000 Penalty: 3802.535889
	Iteration 167Q: 3 clusters Score -1.586927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -15869274.000000 Penalty: 3802.535889
	Iteration 168Q: 3 clusters Score -1.586927e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -15869267.000000 Penalty: 3802.535889
	Iteration 169Q: 3 clusters Score -1.586927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -15869272.000000 Penalty: 3802.535889
	Iteration 170Q: 3 clusters Score -1.586927e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -15869291.000000 Penalty: 3802.535889
	Iteration 171Q: 3 clusters Score -1.586929e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -15869277.000000 Penalty: 3802.535889
	Iteration 172Q: 3 clusters Score -1.586928e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -15869303.000000 Penalty: 3802.535889
	Iteration 173Q: 3 clusters Score -1.58693e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -15869323.000000 Penalty: 3802.535889
	Iteration 174Q: 3 clusters Score -1.586932e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -15869300.000000 Penalty: 3802.535889
	Iteration 175Q: 3 clusters Score -1.58693e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -15869323.000000 Penalty: 3802.535889
	Iteration 176Q: 3 clusters Score -1.586932e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -15869338.000000 Penalty: 3802.535889
	Iteration 177Q: 3 clusters Score -1.586934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -15869364.000000 Penalty: 3802.535889
	Iteration 178Q: 3 clusters Score -1.586936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -15869373.000000 Penalty: 3802.535889
	Iteration 179Q: 3 clusters Score -1.586937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -15869384.000000 Penalty: 3802.535889
	Iteration 180F: 3 clusters Score -1.586938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -15869380.000000 Penalty: 3802.535889
	Iteration 181Q: 3 clusters Score -1.586938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -15869390.000000 Penalty: 3802.535889
	Iteration 182Q: 3 clusters Score -1.586939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -15869393.000000 Penalty: 3802.535889
	Iteration 183Q: 3 clusters Score -1.586939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -15869386.000000 Penalty: 3802.535889
	Iteration 184Q: 3 clusters Score -1.586939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -15869379.000000 Penalty: 3802.535889
	Iteration 185Q: 3 clusters Score -1.586938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -15869384.000000 Penalty: 3802.535889
	Iteration 186Q: 3 clusters Score -1.586938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -15869378.000000 Penalty: 3802.535889
	Iteration 187Q: 3 clusters Score -1.586938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -15869378.000000 Penalty: 3802.535889
	Iteration 188Q: 3 clusters Score -1.586938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -15869383.000000 Penalty: 3802.535889
	Iteration 189Q: 3 clusters Score -1.586938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -15869385.000000 Penalty: 3802.535889
	Iteration 190Q: 3 clusters Score -1.586938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -15869385.000000 Penalty: 3802.535889
	Iteration 191Q: 3 clusters Score -1.586938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -15869385.000000 Penalty: 3802.535889
	Iteration 192F: 3 clusters Score -1.586938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -36598.488281 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -36598.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35722.199219 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -35722.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35840.949219 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -35840.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35899.347656 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -35899.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35935.628906 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -35935.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35946.800781 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -35946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35958.660156 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -35958.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35964.789062 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -35964.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35985.410156 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -35985.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36003.367188 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -36003.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36010.957031 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -36010.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36016.800781 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -36016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36025.003906 Penalty: 1898.208496
	Iteration 11Q: 3 clusters Score -36025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36026.925781 Penalty: 1898.208496
	Iteration 12Q: 3 clusters Score -36026.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36026.925781 Penalty: 1898.208496
	Iteration 13F: 3 clusters Score -36026.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -124744.500000 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -124744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -123245.679688 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -123245.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -123528.867188 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -123528.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123637.617188 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -123637.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -123699.406250 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -123699.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123732.796875 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -123732.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123764.085938 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -123764.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -123800.898438 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -123800.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -123836.906250 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -123836.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -123866.921875 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -123866.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123892.289062 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -123892.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123911.820312 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -123911.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123926.203125 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -123926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123927.937500 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -123927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -123930.812500 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -123930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -123932.289062 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -123932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -123932.796875 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -123932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -123933.679688 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -123933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -123934.632812 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -123934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123935.914062 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -123935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123941.039062 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -123941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -123944.234375 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -123944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123945.437500 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -123945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123945.437500 Penalty: 2268.826904
	Iteration 22F: 3 clusters Score -123945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Entering Unmasked Estep 
Score: -8131974.000000 Penalty: 1792.049194
	Iteration 0F: 2 clusters Score -8131974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -8091538.000000 Penalty: 3584.098389
	Iteration 0F: 3 clusters Score -8091538 nChanged 29179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -8108562.500000 Penalty: 3584.098389
	Iteration 1F: 3 clusters Score -8108562 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -8109418.500000 Penalty: 3584.098389
	Iteration 2Q: 3 clusters Score -8109418 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -8110670.000000 Penalty: 3584.098389
	Iteration 3Q: 3 clusters Score -8110670 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -8112290.500000 Penalty: 3584.098389
	Iteration 4F: 3 clusters Score -8112290 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -8114318.000000 Penalty: 3584.098389
	Iteration 5F: 3 clusters Score -8114318 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -8116685.500000 Penalty: 3584.098389
	Iteration 6F: 3 clusters Score -8116686 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -8119030.000000 Penalty: 3584.098389
	Iteration 7F: 3 clusters Score -8119030 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -8121180.500000 Penalty: 3584.098389
	Iteration 8F: 3 clusters Score -8121180 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -8123232.500000 Penalty: 3584.098389
	Iteration 9Q: 3 clusters Score -8123232 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -8125170.000000 Penalty: 3584.098389
	Iteration 10Q: 3 clusters Score -8125170 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -8126979.000000 Penalty: 3584.098389
	Iteration 11Q: 3 clusters Score -8126979 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8128401.000000 Penalty: 3584.098389
	Iteration 12Q: 3 clusters Score -8128401 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8129384.500000 Penalty: 3584.098389
	Iteration 13Q: 3 clusters Score -8129384 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8129918.500000 Penalty: 3584.098389
	Iteration 14Q: 3 clusters Score -8129918 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8130241.500000 Penalty: 3584.098389
	Iteration 15Q: 3 clusters Score -8130242 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8130404.500000 Penalty: 3584.098389
	Iteration 16Q: 3 clusters Score -8130404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8130494.000000 Penalty: 3584.098389
	Iteration 17Q: 3 clusters Score -8130494 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8130581.500000 Penalty: 3584.098389
	Iteration 18Q: 3 clusters Score -8130582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8130620.500000 Penalty: 3584.098389
	Iteration 19Q: 3 clusters Score -8130620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8130643.000000 Penalty: 3584.098389
	Iteration 20F: 3 clusters Score -8130643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8130649.500000 Penalty: 3584.098389
	Iteration 21Q: 3 clusters Score -8130650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8130659.000000 Penalty: 3584.098389
	Iteration 22Q: 3 clusters Score -8130659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8130669.000000 Penalty: 3584.098389
	Iteration 23Q: 3 clusters Score -8130669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8130675.500000 Penalty: 3584.098389
	Iteration 24Q: 3 clusters Score -8130676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8130672.500000 Penalty: 3584.098389
	Iteration 25Q: 3 clusters Score -8130672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8130677.500000 Penalty: 3584.098389
	Iteration 26Q: 3 clusters Score -8130678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8130696.000000 Penalty: 3584.098389
	Iteration 27Q: 3 clusters Score -8130696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8130711.500000 Penalty: 3584.098389
	Iteration 28Q: 3 clusters Score -8130712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8130705.000000 Penalty: 3584.098389
	Iteration 29Q: 3 clusters Score -8130705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8130704.000000 Penalty: 3584.098389
	Iteration 30Q: 3 clusters Score -8130704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8130712.500000 Penalty: 3584.098389
	Iteration 31Q: 3 clusters Score -8130712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8130713.000000 Penalty: 3584.098389
	Iteration 32Q: 3 clusters Score -8130713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8130716.500000 Penalty: 3584.098389
	Iteration 33Q: 3 clusters Score -8130716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8130723.000000 Penalty: 3584.098389
	Iteration 34Q: 3 clusters Score -8130723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8130733.000000 Penalty: 3584.098389
	Iteration 35Q: 3 clusters Score -8130733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8130736.500000 Penalty: 3584.098389
	Iteration 36Q: 3 clusters Score -8130736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8130737.500000 Penalty: 3584.098389
	Iteration 37Q: 3 clusters Score -8130738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8130744.500000 Penalty: 3584.098389
	Iteration 38Q: 3 clusters Score -8130744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8130743.000000 Penalty: 3584.098389
	Iteration 39Q: 3 clusters Score -8130743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8130745.000000 Penalty: 3584.098389
	Iteration 40F: 3 clusters Score -8130745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8130749.500000 Penalty: 3584.098389
	Iteration 41Q: 3 clusters Score -8130750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8130746.000000 Penalty: 3584.098389
	Iteration 42Q: 3 clusters Score -8130746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8130748.500000 Penalty: 3584.098389
	Iteration 43Q: 3 clusters Score -8130748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8130752.500000 Penalty: 3584.098389
	Iteration 44Q: 3 clusters Score -8130752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8130747.000000 Penalty: 3584.098389
	Iteration 45Q: 3 clusters Score -8130747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8130748.500000 Penalty: 3584.098389
	Iteration 46Q: 3 clusters Score -8130748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8130749.000000 Penalty: 3584.098389
	Iteration 47Q: 3 clusters Score -8130749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8130748.000000 Penalty: 3584.098389
	Iteration 48Q: 3 clusters Score -8130748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8130753.000000 Penalty: 3584.098389
	Iteration 49Q: 3 clusters Score -8130753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8130762.500000 Penalty: 3584.098389
	Iteration 50Q: 3 clusters Score -8130762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8130764.000000 Penalty: 3584.098389
	Iteration 51Q: 3 clusters Score -8130764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8130764.500000 Penalty: 3584.098389
	Iteration 52Q: 3 clusters Score -8130764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8130766.000000 Penalty: 3584.098389
	Iteration 53Q: 3 clusters Score -8130766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8130764.000000 Penalty: 3584.098389
	Iteration 54Q: 3 clusters Score -8130764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8130764.000000 Penalty: 3584.098389
	Iteration 55F: 3 clusters Score -8130764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Entering Unmasked Estep 
Score: -2315244.500000 Penalty: 1587.729248
	Iteration 0F: 2 clusters Score -2315244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2303298.750000 Penalty: 3175.458496
	Iteration 0F: 3 clusters Score -2303299 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2307557.750000 Penalty: 3175.458496
	Iteration 1F: 3 clusters Score -2307558 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2307862.000000 Penalty: 3175.458496
	Iteration 2Q: 3 clusters Score -2307862 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2308181.500000 Penalty: 3175.458496
	Iteration 3Q: 3 clusters Score -2308182 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2308544.250000 Penalty: 3175.458496
	Iteration 4Q: 3 clusters Score -2308544 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2309067.250000 Penalty: 3175.458496
	Iteration 5F: 3 clusters Score -2309067 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2309875.250000 Penalty: 3175.458496
	Iteration 6F: 3 clusters Score -2309875 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2310893.750000 Penalty: 3175.458496
	Iteration 7F: 3 clusters Score -2310894 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2311971.750000 Penalty: 3175.458496
	Iteration 8F: 3 clusters Score -2311972 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2312742.750000 Penalty: 3175.458496
	Iteration 9Q: 3 clusters Score -2312743 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2313251.250000 Penalty: 3175.458496
	Iteration 10Q: 3 clusters Score -2313251 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2313532.750000 Penalty: 3175.458496
	Iteration 11Q: 3 clusters Score -2313533 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2313687.750000 Penalty: 3175.458496
	Iteration 12Q: 3 clusters Score -2313688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2313761.500000 Penalty: 3175.458496
	Iteration 13Q: 3 clusters Score -2313762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2313806.750000 Penalty: 3175.458496
	Iteration 14Q: 3 clusters Score -2313807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2313824.000000 Penalty: 3175.458496
	Iteration 15Q: 3 clusters Score -2313824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2313836.000000 Penalty: 3175.458496
	Iteration 16Q: 3 clusters Score -2313836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2313841.750000 Penalty: 3175.458496
	Iteration 17Q: 3 clusters Score -2313842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2313843.500000 Penalty: 3175.458496
	Iteration 18Q: 3 clusters Score -2313844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2313846.750000 Penalty: 3175.458496
	Iteration 19Q: 3 clusters Score -2313847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2313846.250000 Penalty: 3175.458496
	Iteration 20F: 3 clusters Score -2313846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2313852.250000 Penalty: 3175.458496
	Iteration 21Q: 3 clusters Score -2313852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2313853.000000 Penalty: 3175.458496
	Iteration 22Q: 3 clusters Score -2313853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2313859.500000 Penalty: 3175.458496
	Iteration 23Q: 3 clusters Score -2313860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2313859.750000 Penalty: 3175.458496
	Iteration 24Q: 3 clusters Score -2313860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2313865.250000 Penalty: 3175.458496
	Iteration 25Q: 3 clusters Score -2313865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2313865.250000 Penalty: 3175.458496
	Iteration 26F: 3 clusters Score -2313865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Entering Unmasked Estep 
Score: -2535623.000000 Penalty: 1601.911133
	Iteration 0F: 2 clusters Score -2535623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2522688.750000 Penalty: 3203.822266
	Iteration 0F: 3 clusters Score -2522689 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2527193.750000 Penalty: 3203.822266
	Iteration 1F: 3 clusters Score -2527194 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2527454.000000 Penalty: 3203.822266
	Iteration 2Q: 3 clusters Score -2527454 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2527661.250000 Penalty: 3203.822266
	Iteration 3Q: 3 clusters Score -2527661 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2527861.250000 Penalty: 3203.822266
	Iteration 4Q: 3 clusters Score -2527861 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2528111.000000 Penalty: 3203.822266
	Iteration 5Q: 3 clusters Score -2528111 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2528381.250000 Penalty: 3203.822266
	Iteration 6Q: 3 clusters Score -2528381 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2528762.750000 Penalty: 3203.822266
	Iteration 7Q: 3 clusters Score -2528763 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2529304.500000 Penalty: 3203.822266
	Iteration 8Q: 3 clusters Score -2529304 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2530006.250000 Penalty: 3203.822266
	Iteration 9F: 3 clusters Score -2530006 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2530787.500000 Penalty: 3203.822266
	Iteration 10F: 3 clusters Score -2530788 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2531475.250000 Penalty: 3203.822266
	Iteration 11Q: 3 clusters Score -2531475 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2531984.500000 Penalty: 3203.822266
	Iteration 12Q: 3 clusters Score -2531984 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2532351.500000 Penalty: 3203.822266
	Iteration 13Q: 3 clusters Score -2532352 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2532680.250000 Penalty: 3203.822266
	Iteration 14Q: 3 clusters Score -2532680 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2532950.750000 Penalty: 3203.822266
	Iteration 15Q: 3 clusters Score -2532951 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2533225.500000 Penalty: 3203.822266
	Iteration 16Q: 3 clusters Score -2533226 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2533454.250000 Penalty: 3203.822266
	Iteration 17Q: 3 clusters Score -2533454 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2533597.000000 Penalty: 3203.822266
	Iteration 18Q: 3 clusters Score -2533597 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2533695.000000 Penalty: 3203.822266
	Iteration 19Q: 3 clusters Score -2533695 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2533756.750000 Penalty: 3203.822266
	Iteration 20F: 3 clusters Score -2533757 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2533790.000000 Penalty: 3203.822266
	Iteration 21Q: 3 clusters Score -2533790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2533814.250000 Penalty: 3203.822266
	Iteration 22Q: 3 clusters Score -2533814 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2533839.000000 Penalty: 3203.822266
	Iteration 23Q: 3 clusters Score -2533839 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2533855.000000 Penalty: 3203.822266
	Iteration 24Q: 3 clusters Score -2533855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2533865.250000 Penalty: 3203.822266
	Iteration 25Q: 3 clusters Score -2533865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2533872.500000 Penalty: 3203.822266
	Iteration 26Q: 3 clusters Score -2533872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2533879.750000 Penalty: 3203.822266
	Iteration 27Q: 3 clusters Score -2533880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2533881.500000 Penalty: 3203.822266
	Iteration 28Q: 3 clusters Score -2533882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2533884.500000 Penalty: 3203.822266
	Iteration 29Q: 3 clusters Score -2533884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2533889.000000 Penalty: 3203.822266
	Iteration 30Q: 3 clusters Score -2533889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2533892.250000 Penalty: 3203.822266
	Iteration 31Q: 3 clusters Score -2533892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2533897.750000 Penalty: 3203.822266
	Iteration 32Q: 3 clusters Score -2533898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2533902.500000 Penalty: 3203.822266
	Iteration 33Q: 3 clusters Score -2533902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2533907.250000 Penalty: 3203.822266
	Iteration 34Q: 3 clusters Score -2533907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2533916.000000 Penalty: 3203.822266
	Iteration 35Q: 3 clusters Score -2533916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2533923.000000 Penalty: 3203.822266
	Iteration 36Q: 3 clusters Score -2533923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2533933.000000 Penalty: 3203.822266
	Iteration 37Q: 3 clusters Score -2533933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2533933.500000 Penalty: 3203.822266
	Iteration 38Q: 3 clusters Score -2533934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2533943.750000 Penalty: 3203.822266
	Iteration 39Q: 3 clusters Score -2533944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2533952.000000 Penalty: 3203.822266
	Iteration 40F: 3 clusters Score -2533952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2533955.500000 Penalty: 3203.822266
	Iteration 41Q: 3 clusters Score -2533956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2533958.000000 Penalty: 3203.822266
	Iteration 42Q: 3 clusters Score -2533958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2533963.000000 Penalty: 3203.822266
	Iteration 43Q: 3 clusters Score -2533963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2533962.750000 Penalty: 3203.822266
	Iteration 44Q: 3 clusters Score -2533963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2533965.250000 Penalty: 3203.822266
	Iteration 45Q: 3 clusters Score -2533965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2533960.000000 Penalty: 3203.822266
	Iteration 46Q: 3 clusters Score -2533960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2533960.500000 Penalty: 3203.822266
	Iteration 47Q: 3 clusters Score -2533960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2533962.500000 Penalty: 3203.822266
	Iteration 48Q: 3 clusters Score -2533962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2533958.000000 Penalty: 3203.822266
	Iteration 49Q: 3 clusters Score -2533958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2533961.750000 Penalty: 3203.822266
	Iteration 50Q: 3 clusters Score -2533962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2533960.750000 Penalty: 3203.822266
	Iteration 51Q: 3 clusters Score -2533961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2533968.750000 Penalty: 3203.822266
	Iteration 52Q: 3 clusters Score -2533969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2533973.000000 Penalty: 3203.822266
	Iteration 53Q: 3 clusters Score -2533973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2533969.250000 Penalty: 3203.822266
	Iteration 54Q: 3 clusters Score -2533969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2533967.250000 Penalty: 3203.822266
	Iteration 55Q: 3 clusters Score -2533967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2533970.000000 Penalty: 3203.822266
	Iteration 56Q: 3 clusters Score -2533970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2533967.000000 Penalty: 3203.822266
	Iteration 57Q: 3 clusters Score -2533967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2533969.500000 Penalty: 3203.822266
	Iteration 58Q: 3 clusters Score -2533970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2533970.000000 Penalty: 3203.822266
	Iteration 59Q: 3 clusters Score -2533970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2533970.000000 Penalty: 3203.822266
	Iteration 60F: 3 clusters Score -2533970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2533972.500000 Penalty: 3203.822266
	Iteration 61Q: 3 clusters Score -2533972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2533974.250000 Penalty: 3203.822266
	Iteration 62Q: 3 clusters Score -2533974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2533973.750000 Penalty: 3203.822266
	Iteration 63Q: 3 clusters Score -2533974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2533973.250000 Penalty: 3203.822266
	Iteration 64Q: 3 clusters Score -2533973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2533973.250000 Penalty: 3203.822266
	Iteration 65F: 3 clusters Score -2533973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -1678175.750000 Penalty: 1535.610107
	Iteration 0F: 2 clusters Score -1678176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1669367.000000 Penalty: 3071.220215
	Iteration 0F: 3 clusters Score -1669367 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1672186.375000 Penalty: 3071.220215
	Iteration 1F: 3 clusters Score -1672186 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1672407.500000 Penalty: 3071.220215
	Iteration 2F: 3 clusters Score -1672408 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1672593.875000 Penalty: 3071.220215
	Iteration 3Q: 3 clusters Score -1672594 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1672772.000000 Penalty: 3071.220215
	Iteration 4Q: 3 clusters Score -1672772 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1672958.250000 Penalty: 3071.220215
	Iteration 5Q: 3 clusters Score -1672958 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1673169.250000 Penalty: 3071.220215
	Iteration 6Q: 3 clusters Score -1673169 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1673414.375000 Penalty: 3071.220215
	Iteration 7Q: 3 clusters Score -1673414 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1673764.625000 Penalty: 3071.220215
	Iteration 8Q: 3 clusters Score -1673765 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1674240.500000 Penalty: 3071.220215
	Iteration 9F: 3 clusters Score -1674240 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1674802.250000 Penalty: 3071.220215
	Iteration 10F: 3 clusters Score -1674802 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1675328.375000 Penalty: 3071.220215
	Iteration 11F: 3 clusters Score -1675328 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1675774.000000 Penalty: 3071.220215
	Iteration 12Q: 3 clusters Score -1675774 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1676160.250000 Penalty: 3071.220215
	Iteration 13Q: 3 clusters Score -1676160 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1676426.625000 Penalty: 3071.220215
	Iteration 14Q: 3 clusters Score -1676427 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1676581.250000 Penalty: 3071.220215
	Iteration 15Q: 3 clusters Score -1676581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1676670.500000 Penalty: 3071.220215
	Iteration 16Q: 3 clusters Score -1676670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1676716.500000 Penalty: 3071.220215
	Iteration 17Q: 3 clusters Score -1676716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1676750.375000 Penalty: 3071.220215
	Iteration 18Q: 3 clusters Score -1676750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1676771.375000 Penalty: 3071.220215
	Iteration 19Q: 3 clusters Score -1676771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1676785.500000 Penalty: 3071.220215
	Iteration 20F: 3 clusters Score -1676786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1676794.125000 Penalty: 3071.220215
	Iteration 21Q: 3 clusters Score -1676794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1676803.250000 Penalty: 3071.220215
	Iteration 22Q: 3 clusters Score -1676803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1676806.750000 Penalty: 3071.220215
	Iteration 23Q: 3 clusters Score -1676807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1676808.000000 Penalty: 3071.220215
	Iteration 24Q: 3 clusters Score -1676808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1676816.000000 Penalty: 3071.220215
	Iteration 25Q: 3 clusters Score -1676816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1676822.375000 Penalty: 3071.220215
	Iteration 26Q: 3 clusters Score -1676822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1676824.125000 Penalty: 3071.220215
	Iteration 27Q: 3 clusters Score -1676824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1676825.250000 Penalty: 3071.220215
	Iteration 28Q: 3 clusters Score -1676825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1676825.250000 Penalty: 3071.220215
	Iteration 29F: 3 clusters Score -1676825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -245398.406250 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -245398.4 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 985 members 
Entering Unmasked Estep 
Score: -243314.906250 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -243314.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -243735.656250 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -243735.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -243831.421875 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -243831.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -243890.187500 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -243890.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -243928.015625 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -243928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -243953.187500 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -243953.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -243965.968750 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -243966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -243980.625000 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -243980.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -243991.750000 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -243991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -243999.453125 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -243999.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -244005.890625 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -244005.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -244012.343750 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -244012.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -244019.328125 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -244019.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -244025.031250 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -244025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -244029.968750 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -244030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -244037.203125 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -244037.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -244040.375000 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -244040.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -244042.796875 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -244042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -244044.203125 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -244044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -244045.250000 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -244045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -244048.062500 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -244048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -244050.531250 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -244050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -244052.015625 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -244052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -244052.484375 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -244052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244053.218750 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -244053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -244053.234375 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -244053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -244054.078125 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -244054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -244054.437500 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -244054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -244055.015625 Penalty: 2466.862793
	Iteration 28Q: 3 clusters Score -244055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -244055.140625 Penalty: 2466.862793
	Iteration 29Q: 3 clusters Score -244055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -244055.140625 Penalty: 2466.862793
	Iteration 30F: 3 clusters Score -244055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -329697.562500 Penalty: 1281.793457
	Iteration 0F: 2 clusters Score -329697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -327228.468750 Penalty: 2563.586914
	Iteration 0F: 3 clusters Score -327228.5 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -327794.968750 Penalty: 2563.586914
	Iteration 1F: 3 clusters Score -327795 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -327918.187500 Penalty: 2563.586914
	Iteration 2F: 3 clusters Score -327918.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -328007.062500 Penalty: 2563.586914
	Iteration 3F: 3 clusters Score -328007.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -328073.625000 Penalty: 2563.586914
	Iteration 4Q: 3 clusters Score -328073.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -328127.281250 Penalty: 2563.586914
	Iteration 5Q: 3 clusters Score -328127.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -328181.656250 Penalty: 2563.586914
	Iteration 6Q: 3 clusters Score -328181.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -328234.843750 Penalty: 2563.586914
	Iteration 7Q: 3 clusters Score -328234.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -328278.656250 Penalty: 2563.586914
	Iteration 8Q: 3 clusters Score -328278.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -328324.750000 Penalty: 2563.586914
	Iteration 9Q: 3 clusters Score -328324.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -328359.625000 Penalty: 2563.586914
	Iteration 10Q: 3 clusters Score -328359.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -328399.156250 Penalty: 2563.586914
	Iteration 11Q: 3 clusters Score -328399.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -328440.062500 Penalty: 2563.586914
	Iteration 12Q: 3 clusters Score -328440.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -328465.843750 Penalty: 2563.586914
	Iteration 13Q: 3 clusters Score -328465.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -328489.718750 Penalty: 2563.586914
	Iteration 14Q: 3 clusters Score -328489.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -328504.187500 Penalty: 2563.586914
	Iteration 15Q: 3 clusters Score -328504.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -328517.625000 Penalty: 2563.586914
	Iteration 16Q: 3 clusters Score -328517.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -328528.750000 Penalty: 2563.586914
	Iteration 17Q: 3 clusters Score -328528.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -328545.906250 Penalty: 2563.586914
	Iteration 18Q: 3 clusters Score -328545.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -328557.281250 Penalty: 2563.586914
	Iteration 19Q: 3 clusters Score -328557.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -328562.593750 Penalty: 2563.586914
	Iteration 20F: 3 clusters Score -328562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -328572.375000 Penalty: 2563.586914
	Iteration 21Q: 3 clusters Score -328572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -328578.593750 Penalty: 2563.586914
	Iteration 22Q: 3 clusters Score -328578.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -328583.906250 Penalty: 2563.586914
	Iteration 23Q: 3 clusters Score -328583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -328588.687500 Penalty: 2563.586914
	Iteration 24Q: 3 clusters Score -328588.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -328592.343750 Penalty: 2563.586914
	Iteration 25Q: 3 clusters Score -328592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -328594.625000 Penalty: 2563.586914
	Iteration 26Q: 3 clusters Score -328594.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -328602.625000 Penalty: 2563.586914
	Iteration 27Q: 3 clusters Score -328602.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -328611.250000 Penalty: 2563.586914
	Iteration 28Q: 3 clusters Score -328611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -328619.750000 Penalty: 2563.586914
	Iteration 29Q: 3 clusters Score -328619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -328628.000000 Penalty: 2563.586914
	Iteration 30Q: 3 clusters Score -328628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -328633.375000 Penalty: 2563.586914
	Iteration 31Q: 3 clusters Score -328633.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -328638.218750 Penalty: 2563.586914
	Iteration 32Q: 3 clusters Score -328638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -328639.031250 Penalty: 2563.586914
	Iteration 33Q: 3 clusters Score -328639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -328639.468750 Penalty: 2563.586914
	Iteration 34Q: 3 clusters Score -328639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -328639.875000 Penalty: 2563.586914
	Iteration 35Q: 3 clusters Score -328639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -328641.218750 Penalty: 2563.586914
	Iteration 36Q: 3 clusters Score -328641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -328641.781250 Penalty: 2563.586914
	Iteration 37Q: 3 clusters Score -328641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -328641.781250 Penalty: 2563.586914
	Iteration 38F: 3 clusters Score -328641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Entering Unmasked Estep 
Score: -2201885.250000 Penalty: 1579.546387
	Iteration 0F: 2 clusters Score -2201885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2190448.500000 Penalty: 3159.092773
	Iteration 0F: 3 clusters Score -2190448 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2194433.000000 Penalty: 3159.092773
	Iteration 1F: 3 clusters Score -2194433 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2194700.500000 Penalty: 3159.092773
	Iteration 2Q: 3 clusters Score -2194700 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2194931.000000 Penalty: 3159.092773
	Iteration 3Q: 3 clusters Score -2194931 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2195107.750000 Penalty: 3159.092773
	Iteration 4Q: 3 clusters Score -2195108 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2195256.500000 Penalty: 3159.092773
	Iteration 5Q: 3 clusters Score -2195256 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2195403.250000 Penalty: 3159.092773
	Iteration 6Q: 3 clusters Score -2195403 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2195545.000000 Penalty: 3159.092773
	Iteration 7Q: 3 clusters Score -2195545 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2195727.750000 Penalty: 3159.092773
	Iteration 8Q: 3 clusters Score -2195728 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2195994.000000 Penalty: 3159.092773
	Iteration 9Q: 3 clusters Score -2195994 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2196387.750000 Penalty: 3159.092773
	Iteration 10Q: 3 clusters Score -2196388 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2197000.250000 Penalty: 3159.092773
	Iteration 11F: 3 clusters Score -2197000 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2197790.750000 Penalty: 3159.092773
	Iteration 12F: 3 clusters Score -2197791 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2198590.500000 Penalty: 3159.092773
	Iteration 13F: 3 clusters Score -2198590 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2199290.500000 Penalty: 3159.092773
	Iteration 14Q: 3 clusters Score -2199290 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2199766.000000 Penalty: 3159.092773
	Iteration 15Q: 3 clusters Score -2199766 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2200052.500000 Penalty: 3159.092773
	Iteration 16Q: 3 clusters Score -2200052 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2200236.000000 Penalty: 3159.092773
	Iteration 17Q: 3 clusters Score -2200236 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2200345.750000 Penalty: 3159.092773
	Iteration 18Q: 3 clusters Score -2200346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2200415.500000 Penalty: 3159.092773
	Iteration 19Q: 3 clusters Score -2200416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2200466.750000 Penalty: 3159.092773
	Iteration 20F: 3 clusters Score -2200467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2200492.250000 Penalty: 3159.092773
	Iteration 21Q: 3 clusters Score -2200492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2200511.500000 Penalty: 3159.092773
	Iteration 22Q: 3 clusters Score -2200512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2200521.250000 Penalty: 3159.092773
	Iteration 23Q: 3 clusters Score -2200521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2200534.000000 Penalty: 3159.092773
	Iteration 24Q: 3 clusters Score -2200534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2200538.500000 Penalty: 3159.092773
	Iteration 25Q: 3 clusters Score -2200538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2200550.250000 Penalty: 3159.092773
	Iteration 26Q: 3 clusters Score -2200550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2200556.250000 Penalty: 3159.092773
	Iteration 27Q: 3 clusters Score -2200556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2200562.250000 Penalty: 3159.092773
	Iteration 28Q: 3 clusters Score -2200562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2200565.500000 Penalty: 3159.092773
	Iteration 29Q: 3 clusters Score -2200566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2200567.500000 Penalty: 3159.092773
	Iteration 30Q: 3 clusters Score -2200568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2200570.250000 Penalty: 3159.092773
	Iteration 31Q: 3 clusters Score -2200570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2200569.750000 Penalty: 3159.092773
	Iteration 32Q: 3 clusters Score -2200570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2200569.750000 Penalty: 3159.092773
	Iteration 33F: 3 clusters Score -2200570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -300863.625000 Penalty: 1256.723633
	Iteration 0F: 2 clusters Score -300863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -298614.968750 Penalty: 2513.447266
	Iteration 0F: 3 clusters Score -298615 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -299077.656250 Penalty: 2513.447266
	Iteration 1F: 3 clusters Score -299077.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -299160.593750 Penalty: 2513.447266
	Iteration 2F: 3 clusters Score -299160.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -299218.625000 Penalty: 2513.447266
	Iteration 3Q: 3 clusters Score -299218.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -299245.906250 Penalty: 2513.447266
	Iteration 4Q: 3 clusters Score -299245.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -299269.968750 Penalty: 2513.447266
	Iteration 5Q: 3 clusters Score -299270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -299289.156250 Penalty: 2513.447266
	Iteration 6Q: 3 clusters Score -299289.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -299303.593750 Penalty: 2513.447266
	Iteration 7Q: 3 clusters Score -299303.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -299317.468750 Penalty: 2513.447266
	Iteration 8Q: 3 clusters Score -299317.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -299330.812500 Penalty: 2513.447266
	Iteration 9Q: 3 clusters Score -299330.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -299334.625000 Penalty: 2513.447266
	Iteration 10Q: 3 clusters Score -299334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -299337.625000 Penalty: 2513.447266
	Iteration 11Q: 3 clusters Score -299337.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -299339.750000 Penalty: 2513.447266
	Iteration 12Q: 3 clusters Score -299339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -299341.500000 Penalty: 2513.447266
	Iteration 13Q: 3 clusters Score -299341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -299343.468750 Penalty: 2513.447266
	Iteration 14Q: 3 clusters Score -299343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -299344.656250 Penalty: 2513.447266
	Iteration 15Q: 3 clusters Score -299344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -299345.093750 Penalty: 2513.447266
	Iteration 16Q: 3 clusters Score -299345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -299345.781250 Penalty: 2513.447266
	Iteration 17Q: 3 clusters Score -299345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -299346.031250 Penalty: 2513.447266
	Iteration 18Q: 3 clusters Score -299346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -299346.031250 Penalty: 2513.447266
	Iteration 19F: 3 clusters Score -299346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -981238.375000 Penalty: 1455.281250
	Iteration 0F: 2 clusters Score -981238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -975524.125000 Penalty: 2910.562500
	Iteration 0F: 3 clusters Score -975524.1 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -977225.062500 Penalty: 2910.562500
	Iteration 1F: 3 clusters Score -977225.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -977441.375000 Penalty: 2910.562500
	Iteration 2F: 3 clusters Score -977441.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -977587.875000 Penalty: 2910.562500
	Iteration 3Q: 3 clusters Score -977587.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -977720.125000 Penalty: 2910.562500
	Iteration 4Q: 3 clusters Score -977720.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -977850.625000 Penalty: 2910.562500
	Iteration 5Q: 3 clusters Score -977850.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -977993.375000 Penalty: 2910.562500
	Iteration 6Q: 3 clusters Score -977993.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -978139.562500 Penalty: 2910.562500
	Iteration 7Q: 3 clusters Score -978139.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -978301.562500 Penalty: 2910.562500
	Iteration 8Q: 3 clusters Score -978301.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -978479.875000 Penalty: 2910.562500
	Iteration 9Q: 3 clusters Score -978479.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -978720.812500 Penalty: 2910.562500
	Iteration 10Q: 3 clusters Score -978720.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -978975.875000 Penalty: 2910.562500
	Iteration 11Q: 3 clusters Score -978975.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -979276.187500 Penalty: 2910.562500
	Iteration 12Q: 3 clusters Score -979276.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -979534.187500 Penalty: 2910.562500
	Iteration 13Q: 3 clusters Score -979534.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -979697.750000 Penalty: 2910.562500
	Iteration 14Q: 3 clusters Score -979697.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -979818.125000 Penalty: 2910.562500
	Iteration 15Q: 3 clusters Score -979818.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -979883.062500 Penalty: 2910.562500
	Iteration 16Q: 3 clusters Score -979883.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -979924.375000 Penalty: 2910.562500
	Iteration 17Q: 3 clusters Score -979924.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -979956.625000 Penalty: 2910.562500
	Iteration 18Q: 3 clusters Score -979956.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -979978.562500 Penalty: 2910.562500
	Iteration 19Q: 3 clusters Score -979978.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -979994.812500 Penalty: 2910.562500
	Iteration 20F: 3 clusters Score -979994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -980006.875000 Penalty: 2910.562500
	Iteration 21Q: 3 clusters Score -980006.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -980016.250000 Penalty: 2910.562500
	Iteration 22Q: 3 clusters Score -980016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -980024.625000 Penalty: 2910.562500
	Iteration 23Q: 3 clusters Score -980024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -980026.750000 Penalty: 2910.562500
	Iteration 24Q: 3 clusters Score -980026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -980028.750000 Penalty: 2910.562500
	Iteration 25Q: 3 clusters Score -980028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -980030.562500 Penalty: 2910.562500
	Iteration 26Q: 3 clusters Score -980030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -980033.125000 Penalty: 2910.562500
	Iteration 27Q: 3 clusters Score -980033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -980038.937500 Penalty: 2910.562500
	Iteration 28Q: 3 clusters Score -980038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -980041.250000 Penalty: 2910.562500
	Iteration 29Q: 3 clusters Score -980041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -980043.250000 Penalty: 2910.562500
	Iteration 30Q: 3 clusters Score -980043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -980043.250000 Penalty: 2910.562500
	Iteration 31F: 3 clusters Score -980043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29534 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7525 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120585 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 19109 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938456.000000 Penalty: 50487.875000
Iteration 279Q: 25 clusters Score -5.393846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15189 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29534 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7522 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120602 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17513 members 
Mstep: Class 18 contains 19116 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938464.000000 Penalty: 50487.875000
Iteration 280F: 25 clusters Score -5.393846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15165 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 29538 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7520 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120618 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17513 members 
Mstep: Class 18 contains 19122 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938464.000000 Penalty: 50487.875000
Iteration 281Q: 25 clusters Score -5.393846e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15145 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29539 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120632 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17513 members 
Mstep: Class 18 contains 19128 members 
Mstep: Class 19 contains 12708 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938440.000000 Penalty: 50487.875000
Iteration 282Q: 25 clusters Score -5.393844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12231 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15126 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29540 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7520 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120641 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 19135 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938424.000000 Penalty: 50487.875000
Iteration 283Q: 25 clusters Score -5.393842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15113 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29541 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7520 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120642 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19147 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 7754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938448.000000 Penalty: 50487.875000
Iteration 284Q: 25 clusters Score -5.393845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15095 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29543 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7520 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120648 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19156 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938484.000000 Penalty: 50487.875000
Iteration 285Q: 25 clusters Score -5.393848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15078 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29543 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120655 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19165 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938496.000000 Penalty: 50487.875000
Iteration 286Q: 25 clusters Score -5.39385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15065 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29543 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120661 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19170 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938500.000000 Penalty: 50487.875000
Iteration 287Q: 25 clusters Score -5.39385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15053 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29543 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120666 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19176 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938492.000000 Penalty: 50487.875000
Iteration 288Q: 25 clusters Score -5.393849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15041 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29544 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120666 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19186 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938504.000000 Penalty: 50487.875000
Iteration 289Q: 25 clusters Score -5.39385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15034 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29545 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120663 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19195 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938472.000000 Penalty: 50487.875000
Iteration 290Q: 25 clusters Score -5.393847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15027 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29547 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120665 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19198 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938444.000000 Penalty: 50487.875000
Iteration 291Q: 25 clusters Score -5.393844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15018 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29548 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120667 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19205 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 7763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938416.000000 Penalty: 50487.875000
Iteration 292Q: 25 clusters Score -5.393842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15008 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120675 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19205 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 7764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938396.000000 Penalty: 50487.875000
Iteration 293Q: 25 clusters Score -5.39384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15003 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120675 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19206 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938400.000000 Penalty: 50487.875000
Iteration 294Q: 25 clusters Score -5.39384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15003 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120670 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19210 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 7770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938420.000000 Penalty: 50487.875000
Iteration 295Q: 25 clusters Score -5.393842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 15000 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120673 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19212 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938456.000000 Penalty: 50487.875000
Iteration 296Q: 25 clusters Score -5.393846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 14999 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120673 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19213 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938440.000000 Penalty: 50487.875000
Iteration 297Q: 25 clusters Score -5.393844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 14998 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120674 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19213 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938440.000000 Penalty: 50487.875000
Iteration 298Q: 25 clusters Score -5.393844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 14997 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120675 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19213 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938440.000000 Penalty: 50487.875000
Iteration 299Q: 25 clusters Score -5.393844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 14996 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 54767 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 120676 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 61574 members 
Mstep: Class 17 contains 17510 members 
Mstep: Class 18 contains 19213 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 2665 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938424.000000 Penalty: 50487.875000
Iteration 300F: 25 clusters Score -5.393842e+07 nChanged 0
Entering ConstructFrom: 
Score: -53938424.000000 Penalty: 50487.875000
Entering ConstructFrom: 
Trying to split cluster 1 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -85550.820312 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -85550.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84301.890625 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -84301.89 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84515.796875 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -84515.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84582.375000 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -84582.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84609.578125 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -84609.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84621.515625 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -84621.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84631.789062 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -84631.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84638.179688 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -84638.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84642.046875 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -84642.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -84646.843750 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -84646.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84651.546875 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -84651.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84654.140625 Penalty: 2148.476074
	Iteration 10Q: 3 clusters Score -84654.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84655.304688 Penalty: 2148.476074
	Iteration 11Q: 3 clusters Score -84655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -84657.773438 Penalty: 2148.476074
	Iteration 12Q: 3 clusters Score -84657.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -84669.734375 Penalty: 2148.476074
	Iteration 13Q: 3 clusters Score -84669.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -84693.906250 Penalty: 2148.476074
	Iteration 14Q: 3 clusters Score -84693.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84702.765625 Penalty: 2148.476074
	Iteration 15Q: 3 clusters Score -84702.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84707.101562 Penalty: 2148.476074
	Iteration 16Q: 3 clusters Score -84707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84714.343750 Penalty: 2148.476074
	Iteration 17Q: 3 clusters Score -84714.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84726.382812 Penalty: 2148.476074
	Iteration 18Q: 3 clusters Score -84726.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84733.312500 Penalty: 2148.476074
	Iteration 19Q: 3 clusters Score -84733.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84735.539062 Penalty: 2148.476074
	Iteration 20F: 3 clusters Score -84735.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84737.000000 Penalty: 2148.476074
	Iteration 21Q: 3 clusters Score -84737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84737.929688 Penalty: 2148.476074
	Iteration 22Q: 3 clusters Score -84737.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84740.476562 Penalty: 2148.476074
	Iteration 23Q: 3 clusters Score -84740.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84746.867188 Penalty: 2148.476074
	Iteration 24Q: 3 clusters Score -84746.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84754.656250 Penalty: 2148.476074
	Iteration 25Q: 3 clusters Score -84754.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84757.367188 Penalty: 2148.476074
	Iteration 26Q: 3 clusters Score -84757.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84759.093750 Penalty: 2148.476074
	Iteration 27Q: 3 clusters Score -84759.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84760.320312 Penalty: 2148.476074
	Iteration 28Q: 3 clusters Score -84760.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84761.140625 Penalty: 2148.476074
	Iteration 29Q: 3 clusters Score -84761.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84761.140625 Penalty: 2148.476074
	Iteration 30F: 3 clusters Score -84761.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Entering Unmasked Estep 
Score: -1536726.125000 Penalty: 1529.419312
	Iteration 0F: 2 clusters Score -1536726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1528184.750000 Penalty: 3058.838623
	Iteration 0F: 3 clusters Score -1528185 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1530918.125000 Penalty: 3058.838623
	Iteration 1F: 3 clusters Score -1530918 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1531162.125000 Penalty: 3058.838623
	Iteration 2F: 3 clusters Score -1531162 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1531368.375000 Penalty: 3058.838623
	Iteration 3Q: 3 clusters Score -1531368 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1531565.125000 Penalty: 3058.838623
	Iteration 4Q: 3 clusters Score -1531565 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1531765.375000 Penalty: 3058.838623
	Iteration 5Q: 3 clusters Score -1531765 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1532030.125000 Penalty: 3058.838623
	Iteration 6Q: 3 clusters Score -1532030 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1532339.375000 Penalty: 3058.838623
	Iteration 7Q: 3 clusters Score -1532339 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1532717.250000 Penalty: 3058.838623
	Iteration 8Q: 3 clusters Score -1532717 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1533203.125000 Penalty: 3058.838623
	Iteration 9F: 3 clusters Score -1533203 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1533738.875000 Penalty: 3058.838623
	Iteration 10F: 3 clusters Score -1533739 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1534231.125000 Penalty: 3058.838623
	Iteration 11Q: 3 clusters Score -1534231 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1534635.875000 Penalty: 3058.838623
	Iteration 12Q: 3 clusters Score -1534636 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1534923.750000 Penalty: 3058.838623
	Iteration 13Q: 3 clusters Score -1534924 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1535080.750000 Penalty: 3058.838623
	Iteration 14Q: 3 clusters Score -1535081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1535169.250000 Penalty: 3058.838623
	Iteration 15Q: 3 clusters Score -1535169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1535231.625000 Penalty: 3058.838623
	Iteration 16Q: 3 clusters Score -1535232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1535270.500000 Penalty: 3058.838623
	Iteration 17Q: 3 clusters Score -1535270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1535295.500000 Penalty: 3058.838623
	Iteration 18Q: 3 clusters Score -1535296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1535324.250000 Penalty: 3058.838623
	Iteration 19Q: 3 clusters Score -1535324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1535336.000000 Penalty: 3058.838623
	Iteration 20F: 3 clusters Score -1535336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1535351.500000 Penalty: 3058.838623
	Iteration 21Q: 3 clusters Score -1535352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1535364.125000 Penalty: 3058.838623
	Iteration 22Q: 3 clusters Score -1535364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1535369.000000 Penalty: 3058.838623
	Iteration 23Q: 3 clusters Score -1535369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1535378.875000 Penalty: 3058.838623
	Iteration 24Q: 3 clusters Score -1535379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1535391.750000 Penalty: 3058.838623
	Iteration 25Q: 3 clusters Score -1535392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1535396.125000 Penalty: 3058.838623
	Iteration 26Q: 3 clusters Score -1535396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1535400.625000 Penalty: 3058.838623
	Iteration 27Q: 3 clusters Score -1535401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1535400.625000 Penalty: 3058.838623
	Iteration 28Q: 3 clusters Score -1535401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1535400.500000 Penalty: 3058.838623
	Iteration 29Q: 3 clusters Score -1535400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1535400.500000 Penalty: 3058.838623
	Iteration 30F: 3 clusters Score -1535400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -133741.578125 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -133741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132226.828125 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -132226.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132460.843750 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -132460.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132541.015625 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -132541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -132600.093750 Penalty: 2273.028320
	Iteration 3Q: 3 clusters Score -132600.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132636.625000 Penalty: 2273.028320
	Iteration 4Q: 3 clusters Score -132636.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132659.718750 Penalty: 2273.028320
	Iteration 5Q: 3 clusters Score -132659.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132685.937500 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -132685.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132713.843750 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -132713.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -132747.312500 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -132747.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -132779.406250 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -132779.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -132811.093750 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -132811.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -132835.546875 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -132835.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -132864.562500 Penalty: 2273.028320
	Iteration 12Q: 3 clusters Score -132864.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -132893.109375 Penalty: 2273.028320
	Iteration 13Q: 3 clusters Score -132893.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132925.625000 Penalty: 2273.028320
	Iteration 14Q: 3 clusters Score -132925.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -132948.593750 Penalty: 2273.028320
	Iteration 15Q: 3 clusters Score -132948.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132970.234375 Penalty: 2273.028320
	Iteration 16Q: 3 clusters Score -132970.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132994.718750 Penalty: 2273.028320
	Iteration 17Q: 3 clusters Score -132994.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -133023.187500 Penalty: 2273.028320
	Iteration 18Q: 3 clusters Score -133023.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -133040.984375 Penalty: 2273.028320
	Iteration 19Q: 3 clusters Score -133041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -133058.781250 Penalty: 2273.028320
	Iteration 20F: 3 clusters Score -133058.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133074.203125 Penalty: 2273.028320
	Iteration 21Q: 3 clusters Score -133074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -133079.640625 Penalty: 2273.028320
	Iteration 22Q: 3 clusters Score -133079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133085.406250 Penalty: 2273.028320
	Iteration 23Q: 3 clusters Score -133085.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133092.046875 Penalty: 2273.028320
	Iteration 24Q: 3 clusters Score -133092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -133098.437500 Penalty: 2273.028320
	Iteration 25Q: 3 clusters Score -133098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -133100.843750 Penalty: 2273.028320
	Iteration 26Q: 3 clusters Score -133100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -133107.421875 Penalty: 2273.028320
	Iteration 27Q: 3 clusters Score -133107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -133117.093750 Penalty: 2273.028320
	Iteration 28Q: 3 clusters Score -133117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133122.765625 Penalty: 2273.028320
	Iteration 29Q: 3 clusters Score -133122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133130.343750 Penalty: 2273.028320
	Iteration 30Q: 3 clusters Score -133130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133135.093750 Penalty: 2273.028320
	Iteration 31Q: 3 clusters Score -133135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133140.921875 Penalty: 2273.028320
	Iteration 32Q: 3 clusters Score -133140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -133145.609375 Penalty: 2273.028320
	Iteration 33Q: 3 clusters Score -133145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -133148.921875 Penalty: 2273.028320
	Iteration 34Q: 3 clusters Score -133148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133152.843750 Penalty: 2273.028320
	Iteration 35Q: 3 clusters Score -133152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -133156.140625 Penalty: 2273.028320
	Iteration 36Q: 3 clusters Score -133156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133164.578125 Penalty: 2273.028320
	Iteration 37Q: 3 clusters Score -133164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -133172.484375 Penalty: 2273.028320
	Iteration 38Q: 3 clusters Score -133172.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133175.953125 Penalty: 2273.028320
	Iteration 39Q: 3 clusters Score -133176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -133177.625000 Penalty: 2273.028320
	Iteration 40F: 3 clusters Score -133177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -208319.406250 Penalty: 1212.982910
	Iteration 0F: 2 clusters Score -208319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -206514.937500 Penalty: 2425.965820
	Iteration 0F: 3 clusters Score -206514.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -207254.421875 Penalty: 2425.965820
	Iteration 1F: 3 clusters Score -207254.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -207545.515625 Penalty: 2425.965820
	Iteration 2F: 3 clusters Score -207545.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -207770.921875 Penalty: 2425.965820
	Iteration 3F: 3 clusters Score -207770.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -207945.203125 Penalty: 2425.965820
	Iteration 4F: 3 clusters Score -207945.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -208056.468750 Penalty: 2425.965820
	Iteration 5Q: 3 clusters Score -208056.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -208138.031250 Penalty: 2425.965820
	Iteration 6Q: 3 clusters Score -208138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -208174.625000 Penalty: 2425.965820
	Iteration 7Q: 3 clusters Score -208174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -208188.593750 Penalty: 2425.965820
	Iteration 8Q: 3 clusters Score -208188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -208195.484375 Penalty: 2425.965820
	Iteration 9Q: 3 clusters Score -208195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -208195.500000 Penalty: 2425.965820
	Iteration 10Q: 3 clusters Score -208195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -208195.500000 Penalty: 2425.965820
	Iteration 11F: 3 clusters Score -208195.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Entering Unmasked Estep 
Score: -1964471.875000 Penalty: 1562.525024
	Iteration 0F: 2 clusters Score -1964472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1953923.625000 Penalty: 3125.050049
	Iteration 0F: 3 clusters Score -1953924 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1957569.125000 Penalty: 3125.050049
	Iteration 1F: 3 clusters Score -1957569 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1957931.000000 Penalty: 3125.050049
	Iteration 2F: 3 clusters Score -1957931 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1958331.500000 Penalty: 3125.050049
	Iteration 3F: 3 clusters Score -1958332 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1958901.875000 Penalty: 3125.050049
	Iteration 4F: 3 clusters Score -1958902 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1959551.875000 Penalty: 3125.050049
	Iteration 5F: 3 clusters Score -1959552 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1960172.375000 Penalty: 3125.050049
	Iteration 6F: 3 clusters Score -1960172 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1960801.500000 Penalty: 3125.050049
	Iteration 7F: 3 clusters Score -1960802 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1961411.875000 Penalty: 3125.050049
	Iteration 8F: 3 clusters Score -1961412 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1961961.500000 Penalty: 3125.050049
	Iteration 9Q: 3 clusters Score -1961962 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1962315.625000 Penalty: 3125.050049
	Iteration 10Q: 3 clusters Score -1962316 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1962499.000000 Penalty: 3125.050049
	Iteration 11Q: 3 clusters Score -1962499 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1962599.750000 Penalty: 3125.050049
	Iteration 12Q: 3 clusters Score -1962600 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1962642.125000 Penalty: 3125.050049
	Iteration 13Q: 3 clusters Score -1962642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1962677.250000 Penalty: 3125.050049
	Iteration 14Q: 3 clusters Score -1962677 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1962702.875000 Penalty: 3125.050049
	Iteration 15Q: 3 clusters Score -1962703 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1962722.750000 Penalty: 3125.050049
	Iteration 16Q: 3 clusters Score -1962723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1962732.125000 Penalty: 3125.050049
	Iteration 17Q: 3 clusters Score -1962732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1962751.000000 Penalty: 3125.050049
	Iteration 18Q: 3 clusters Score -1962751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1962764.625000 Penalty: 3125.050049
	Iteration 19Q: 3 clusters Score -1962765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1962773.750000 Penalty: 3125.050049
	Iteration 20F: 3 clusters Score -1962774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1962780.500000 Penalty: 3125.050049
	Iteration 21Q: 3 clusters Score -1962780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1962794.250000 Penalty: 3125.050049
	Iteration 22Q: 3 clusters Score -1962794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1962804.875000 Penalty: 3125.050049
	Iteration 23Q: 3 clusters Score -1962805 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1962818.250000 Penalty: 3125.050049
	Iteration 24Q: 3 clusters Score -1962818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1962828.750000 Penalty: 3125.050049
	Iteration 25Q: 3 clusters Score -1962829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1962844.000000 Penalty: 3125.050049
	Iteration 26Q: 3 clusters Score -1962844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1962848.500000 Penalty: 3125.050049
	Iteration 27Q: 3 clusters Score -1962848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1962861.250000 Penalty: 3125.050049
	Iteration 28Q: 3 clusters Score -1962861 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1962870.250000 Penalty: 3125.050049
	Iteration 29Q: 3 clusters Score -1962870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1962883.625000 Penalty: 3125.050049
	Iteration 30Q: 3 clusters Score -1962884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1962887.625000 Penalty: 3125.050049
	Iteration 31Q: 3 clusters Score -1962888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1962896.625000 Penalty: 3125.050049
	Iteration 32Q: 3 clusters Score -1962897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1962912.875000 Penalty: 3125.050049
	Iteration 33Q: 3 clusters Score -1962913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1962925.000000 Penalty: 3125.050049
	Iteration 34Q: 3 clusters Score -1962925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1962930.125000 Penalty: 3125.050049
	Iteration 35Q: 3 clusters Score -1962930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1962931.000000 Penalty: 3125.050049
	Iteration 36Q: 3 clusters Score -1962931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1962943.125000 Penalty: 3125.050049
	Iteration 37Q: 3 clusters Score -1962943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1962942.625000 Penalty: 3125.050049
	Iteration 38Q: 3 clusters Score -1962943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1962954.875000 Penalty: 3125.050049
	Iteration 39Q: 3 clusters Score -1962955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1962963.375000 Penalty: 3125.050049
	Iteration 40F: 3 clusters Score -1962963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1962965.625000 Penalty: 3125.050049
	Iteration 41Q: 3 clusters Score -1962966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1962968.250000 Penalty: 3125.050049
	Iteration 42Q: 3 clusters Score -1962968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1962975.750000 Penalty: 3125.050049
	Iteration 43Q: 3 clusters Score -1962976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1962983.375000 Penalty: 3125.050049
	Iteration 44Q: 3 clusters Score -1962983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1962990.875000 Penalty: 3125.050049
	Iteration 45Q: 3 clusters Score -1962991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1962997.375000 Penalty: 3125.050049
	Iteration 46Q: 3 clusters Score -1962997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1963008.625000 Penalty: 3125.050049
	Iteration 47Q: 3 clusters Score -1963009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1963017.750000 Penalty: 3125.050049
	Iteration 48Q: 3 clusters Score -1963018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1963037.000000 Penalty: 3125.050049
	Iteration 49Q: 3 clusters Score -1963037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1963052.375000 Penalty: 3125.050049
	Iteration 50Q: 3 clusters Score -1963052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1963070.125000 Penalty: 3125.050049
	Iteration 51Q: 3 clusters Score -1963070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1963092.750000 Penalty: 3125.050049
	Iteration 52Q: 3 clusters Score -1963093 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1963108.500000 Penalty: 3125.050049
	Iteration 53Q: 3 clusters Score -1963108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1963121.250000 Penalty: 3125.050049
	Iteration 54Q: 3 clusters Score -1963121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1963127.250000 Penalty: 3125.050049
	Iteration 55Q: 3 clusters Score -1963127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1963134.625000 Penalty: 3125.050049
	Iteration 56Q: 3 clusters Score -1963135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1963147.125000 Penalty: 3125.050049
	Iteration 57Q: 3 clusters Score -1963147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1963164.750000 Penalty: 3125.050049
	Iteration 58Q: 3 clusters Score -1963165 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1963180.500000 Penalty: 3125.050049
	Iteration 59Q: 3 clusters Score -1963180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1963187.625000 Penalty: 3125.050049
	Iteration 60F: 3 clusters Score -1963188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1963196.625000 Penalty: 3125.050049
	Iteration 61Q: 3 clusters Score -1963197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1963205.625000 Penalty: 3125.050049
	Iteration 62Q: 3 clusters Score -1963206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1963217.500000 Penalty: 3125.050049
	Iteration 63Q: 3 clusters Score -1963218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1963230.125000 Penalty: 3125.050049
	Iteration 64Q: 3 clusters Score -1963230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1963237.375000 Penalty: 3125.050049
	Iteration 65Q: 3 clusters Score -1963237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1963243.000000 Penalty: 3125.050049
	Iteration 66Q: 3 clusters Score -1963243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1963254.125000 Penalty: 3125.050049
	Iteration 67Q: 3 clusters Score -1963254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1963263.250000 Penalty: 3125.050049
	Iteration 68Q: 3 clusters Score -1963263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1963283.125000 Penalty: 3125.050049
	Iteration 69Q: 3 clusters Score -1963283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1963323.000000 Penalty: 3125.050049
	Iteration 70Q: 3 clusters Score -1963323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1963378.125000 Penalty: 3125.050049
	Iteration 71Q: 3 clusters Score -1963378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1963443.500000 Penalty: 3125.050049
	Iteration 72Q: 3 clusters Score -1963444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1963477.625000 Penalty: 3125.050049
	Iteration 73Q: 3 clusters Score -1963478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1963520.250000 Penalty: 3125.050049
	Iteration 74Q: 3 clusters Score -1963520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1963553.875000 Penalty: 3125.050049
	Iteration 75Q: 3 clusters Score -1963554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1963575.000000 Penalty: 3125.050049
	Iteration 76Q: 3 clusters Score -1963575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1963594.125000 Penalty: 3125.050049
	Iteration 77Q: 3 clusters Score -1963594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1963601.625000 Penalty: 3125.050049
	Iteration 78Q: 3 clusters Score -1963602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1963606.875000 Penalty: 3125.050049
	Iteration 79Q: 3 clusters Score -1963607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1963610.625000 Penalty: 3125.050049
	Iteration 80F: 3 clusters Score -1963611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1963609.000000 Penalty: 3125.050049
	Iteration 81Q: 3 clusters Score -1963609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1963616.000000 Penalty: 3125.050049
	Iteration 82Q: 3 clusters Score -1963616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1963615.125000 Penalty: 3125.050049
	Iteration 83Q: 3 clusters Score -1963615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1963618.750000 Penalty: 3125.050049
	Iteration 84Q: 3 clusters Score -1963619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1963619.375000 Penalty: 3125.050049
	Iteration 85Q: 3 clusters Score -1963619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1963626.500000 Penalty: 3125.050049
	Iteration 86Q: 3 clusters Score -1963626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1963628.500000 Penalty: 3125.050049
	Iteration 87Q: 3 clusters Score -1963628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1963631.875000 Penalty: 3125.050049
	Iteration 88Q: 3 clusters Score -1963632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1963631.750000 Penalty: 3125.050049
	Iteration 89Q: 3 clusters Score -1963632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1963636.000000 Penalty: 3125.050049
	Iteration 90Q: 3 clusters Score -1963636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1963634.875000 Penalty: 3125.050049
	Iteration 91Q: 3 clusters Score -1963635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1963637.875000 Penalty: 3125.050049
	Iteration 92Q: 3 clusters Score -1963638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1963638.500000 Penalty: 3125.050049
	Iteration 93Q: 3 clusters Score -1963638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1963639.375000 Penalty: 3125.050049
	Iteration 94Q: 3 clusters Score -1963639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1963638.250000 Penalty: 3125.050049
	Iteration 95Q: 3 clusters Score -1963638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1963640.625000 Penalty: 3125.050049
	Iteration 96Q: 3 clusters Score -1963641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1963642.500000 Penalty: 3125.050049
	Iteration 97Q: 3 clusters Score -1963642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1963643.375000 Penalty: 3125.050049
	Iteration 98Q: 3 clusters Score -1963643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1963643.625000 Penalty: 3125.050049
	Iteration 99Q: 3 clusters Score -1963644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1963646.250000 Penalty: 3125.050049
	Iteration 100F: 3 clusters Score -1963646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1963648.000000 Penalty: 3125.050049
	Iteration 101Q: 3 clusters Score -1963648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1963645.000000 Penalty: 3125.050049
	Iteration 102Q: 3 clusters Score -1963645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1963647.500000 Penalty: 3125.050049
	Iteration 103Q: 3 clusters Score -1963648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1963646.625000 Penalty: 3125.050049
	Iteration 104Q: 3 clusters Score -1963647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1963647.000000 Penalty: 3125.050049
	Iteration 105Q: 3 clusters Score -1963647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1963648.125000 Penalty: 3125.050049
	Iteration 106Q: 3 clusters Score -1963648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1963647.875000 Penalty: 3125.050049
	Iteration 107Q: 3 clusters Score -1963648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1963649.250000 Penalty: 3125.050049
	Iteration 108Q: 3 clusters Score -1963649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1963650.000000 Penalty: 3125.050049
	Iteration 109Q: 3 clusters Score -1963650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1963650.000000 Penalty: 3125.050049
	Iteration 110F: 3 clusters Score -1963650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Entering Unmasked Estep 
Score: -2753674.750000 Penalty: 1615.791504
	Iteration 0F: 2 clusters Score -2753675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2739474.500000 Penalty: 3231.583008
	Iteration 0F: 3 clusters Score -2739474 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2744676.500000 Penalty: 3231.583008
	Iteration 1F: 3 clusters Score -2744676 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2745003.750000 Penalty: 3231.583008
	Iteration 2Q: 3 clusters Score -2745004 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2745248.750000 Penalty: 3231.583008
	Iteration 3Q: 3 clusters Score -2745249 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2745512.000000 Penalty: 3231.583008
	Iteration 4Q: 3 clusters Score -2745512 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2745769.500000 Penalty: 3231.583008
	Iteration 5Q: 3 clusters Score -2745770 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2746080.750000 Penalty: 3231.583008
	Iteration 6Q: 3 clusters Score -2746081 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2746486.250000 Penalty: 3231.583008
	Iteration 7Q: 3 clusters Score -2746486 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2746986.000000 Penalty: 3231.583008
	Iteration 8Q: 3 clusters Score -2746986 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2747692.750000 Penalty: 3231.583008
	Iteration 9F: 3 clusters Score -2747693 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2748592.250000 Penalty: 3231.583008
	Iteration 10F: 3 clusters Score -2748592 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2749613.000000 Penalty: 3231.583008
	Iteration 11F: 3 clusters Score -2749613 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2750516.750000 Penalty: 3231.583008
	Iteration 12F: 3 clusters Score -2750517 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2751245.000000 Penalty: 3231.583008
	Iteration 13Q: 3 clusters Score -2751245 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2751691.000000 Penalty: 3231.583008
	Iteration 14Q: 3 clusters Score -2751691 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2751942.000000 Penalty: 3231.583008
	Iteration 15Q: 3 clusters Score -2751942 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2752075.250000 Penalty: 3231.583008
	Iteration 16Q: 3 clusters Score -2752075 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2752157.750000 Penalty: 3231.583008
	Iteration 17Q: 3 clusters Score -2752158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2752198.250000 Penalty: 3231.583008
	Iteration 18Q: 3 clusters Score -2752198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2752222.750000 Penalty: 3231.583008
	Iteration 19Q: 3 clusters Score -2752223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2752248.500000 Penalty: 3231.583008
	Iteration 20F: 3 clusters Score -2752248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2752267.500000 Penalty: 3231.583008
	Iteration 21Q: 3 clusters Score -2752268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2752287.250000 Penalty: 3231.583008
	Iteration 22Q: 3 clusters Score -2752287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2752300.000000 Penalty: 3231.583008
	Iteration 23Q: 3 clusters Score -2752300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2752308.500000 Penalty: 3231.583008
	Iteration 24Q: 3 clusters Score -2752308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2752316.250000 Penalty: 3231.583008
	Iteration 25Q: 3 clusters Score -2752316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2752321.000000 Penalty: 3231.583008
	Iteration 26Q: 3 clusters Score -2752321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2752324.750000 Penalty: 3231.583008
	Iteration 27Q: 3 clusters Score -2752325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2752326.000000 Penalty: 3231.583008
	Iteration 28Q: 3 clusters Score -2752326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2752327.500000 Penalty: 3231.583008
	Iteration 29Q: 3 clusters Score -2752328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2752325.750000 Penalty: 3231.583008
	Iteration 30Q: 3 clusters Score -2752326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2752325.750000 Penalty: 3231.583008
	Iteration 31F: 3 clusters Score -2752326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1146709.875000 Penalty: 1480.118042
	Iteration 0F: 2 clusters Score -1146710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1140181.000000 Penalty: 2960.236084
	Iteration 0F: 3 clusters Score -1140181 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1142294.625000 Penalty: 2960.236084
	Iteration 1F: 3 clusters Score -1142295 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1142484.625000 Penalty: 2960.236084
	Iteration 2F: 3 clusters Score -1142485 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1142637.250000 Penalty: 2960.236084
	Iteration 3Q: 3 clusters Score -1142637 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1142797.875000 Penalty: 2960.236084
	Iteration 4Q: 3 clusters Score -1142798 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1142975.250000 Penalty: 2960.236084
	Iteration 5Q: 3 clusters Score -1142975 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1143148.250000 Penalty: 2960.236084
	Iteration 6Q: 3 clusters Score -1143148 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1143329.500000 Penalty: 2960.236084
	Iteration 7Q: 3 clusters Score -1143330 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1143541.125000 Penalty: 2960.236084
	Iteration 8Q: 3 clusters Score -1143541 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1143788.375000 Penalty: 2960.236084
	Iteration 9Q: 3 clusters Score -1143788 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1144067.500000 Penalty: 2960.236084
	Iteration 10Q: 3 clusters Score -1144068 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1144373.875000 Penalty: 2960.236084
	Iteration 11Q: 3 clusters Score -1144374 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1144676.625000 Penalty: 2960.236084
	Iteration 12Q: 3 clusters Score -1144677 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1144903.750000 Penalty: 2960.236084
	Iteration 13Q: 3 clusters Score -1144904 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1145084.375000 Penalty: 2960.236084
	Iteration 14Q: 3 clusters Score -1145084 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1145206.875000 Penalty: 2960.236084
	Iteration 15Q: 3 clusters Score -1145207 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1145283.625000 Penalty: 2960.236084
	Iteration 16Q: 3 clusters Score -1145284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1145331.000000 Penalty: 2960.236084
	Iteration 17Q: 3 clusters Score -1145331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1145363.500000 Penalty: 2960.236084
	Iteration 18Q: 3 clusters Score -1145364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1145383.375000 Penalty: 2960.236084
	Iteration 19Q: 3 clusters Score -1145383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1145399.000000 Penalty: 2960.236084
	Iteration 20F: 3 clusters Score -1145399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1145408.625000 Penalty: 2960.236084
	Iteration 21Q: 3 clusters Score -1145409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1145414.875000 Penalty: 2960.236084
	Iteration 22Q: 3 clusters Score -1145415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1145417.875000 Penalty: 2960.236084
	Iteration 23Q: 3 clusters Score -1145418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1145420.625000 Penalty: 2960.236084
	Iteration 24Q: 3 clusters Score -1145421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1145422.250000 Penalty: 2960.236084
	Iteration 25Q: 3 clusters Score -1145422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1145424.000000 Penalty: 2960.236084
	Iteration 26Q: 3 clusters Score -1145424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1145424.375000 Penalty: 2960.236084
	Iteration 27Q: 3 clusters Score -1145424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1145425.625000 Penalty: 2960.236084
	Iteration 28Q: 3 clusters Score -1145426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1145425.625000 Penalty: 2960.236084
	Iteration 29F: 3 clusters Score -1145426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Entering Unmasked Estep 
Score: -7208733.000000 Penalty: 1773.011963
	Iteration 0F: 2 clusters Score -7208733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -7172236.000000 Penalty: 3546.023926
	Iteration 0F: 3 clusters Score -7172236 nChanged 25680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -7186573.000000 Penalty: 3546.023926
	Iteration 1F: 3 clusters Score -7186573 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -7187021.500000 Penalty: 3546.023926
	Iteration 2Q: 3 clusters Score -7187022 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -7187385.000000 Penalty: 3546.023926
	Iteration 3Q: 3 clusters Score -7187385 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -7187819.500000 Penalty: 3546.023926
	Iteration 4Q: 3 clusters Score -7187820 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -7188375.000000 Penalty: 3546.023926
	Iteration 5Q: 3 clusters Score -7188375 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7189065.500000 Penalty: 3546.023926
	Iteration 6Q: 3 clusters Score -7189066 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -7190266.500000 Penalty: 3546.023926
	Iteration 7Q: 3 clusters Score -7190266 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -7192031.500000 Penalty: 3546.023926
	Iteration 8Q: 3 clusters Score -7192032 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -7194365.000000 Penalty: 3546.023926
	Iteration 9F: 3 clusters Score -7194365 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -7196528.000000 Penalty: 3546.023926
	Iteration 10F: 3 clusters Score -7196528 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -7197974.000000 Penalty: 3546.023926
	Iteration 11Q: 3 clusters Score -7197974 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -7198734.000000 Penalty: 3546.023926
	Iteration 12Q: 3 clusters Score -7198734 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7199109.500000 Penalty: 3546.023926
	Iteration 13Q: 3 clusters Score -7199110 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -7199395.500000 Penalty: 3546.023926
	Iteration 14Q: 3 clusters Score -7199396 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -7199687.000000 Penalty: 3546.023926
	Iteration 15Q: 3 clusters Score -7199687 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -7199994.000000 Penalty: 3546.023926
	Iteration 16Q: 3 clusters Score -7199994 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -7200361.000000 Penalty: 3546.023926
	Iteration 17Q: 3 clusters Score -7200361 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -7200725.000000 Penalty: 3546.023926
	Iteration 18Q: 3 clusters Score -7200725 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -7201096.000000 Penalty: 3546.023926
	Iteration 19Q: 3 clusters Score -7201096 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -7201558.500000 Penalty: 3546.023926
	Iteration 20F: 3 clusters Score -7201558 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -7202068.500000 Penalty: 3546.023926
	Iteration 21Q: 3 clusters Score -7202068 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -7202603.000000 Penalty: 3546.023926
	Iteration 22Q: 3 clusters Score -7202603 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -7203184.500000 Penalty: 3546.023926
	Iteration 23Q: 3 clusters Score -7203184 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -7203814.500000 Penalty: 3546.023926
	Iteration 24Q: 3 clusters Score -7203814 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -7204446.500000 Penalty: 3546.023926
	Iteration 25Q: 3 clusters Score -7204446 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -7205014.500000 Penalty: 3546.023926
	Iteration 26Q: 3 clusters Score -7205014 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -7205521.500000 Penalty: 3546.023926
	Iteration 27Q: 3 clusters Score -7205522 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -7205943.000000 Penalty: 3546.023926
	Iteration 28Q: 3 clusters Score -7205943 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -7206332.000000 Penalty: 3546.023926
	Iteration 29Q: 3 clusters Score -7206332 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -7206595.000000 Penalty: 3546.023926
	Iteration 30Q: 3 clusters Score -7206595 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -7206756.500000 Penalty: 3546.023926
	Iteration 31Q: 3 clusters Score -7206756 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7206866.000000 Penalty: 3546.023926
	Iteration 32Q: 3 clusters Score -7206866 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7206942.500000 Penalty: 3546.023926
	Iteration 33Q: 3 clusters Score -7206942 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -7207009.000000 Penalty: 3546.023926
	Iteration 34Q: 3 clusters Score -7207009 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -7207035.000000 Penalty: 3546.023926
	Iteration 35Q: 3 clusters Score -7207035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -7207061.500000 Penalty: 3546.023926
	Iteration 36Q: 3 clusters Score -7207062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -7207094.000000 Penalty: 3546.023926
	Iteration 37Q: 3 clusters Score -7207094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -7207109.500000 Penalty: 3546.023926
	Iteration 38Q: 3 clusters Score -7207110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -7207121.500000 Penalty: 3546.023926
	Iteration 39Q: 3 clusters Score -7207122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -7207132.500000 Penalty: 3546.023926
	Iteration 40F: 3 clusters Score -7207132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -7207143.500000 Penalty: 3546.023926
	Iteration 41Q: 3 clusters Score -7207144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -7207143.000000 Penalty: 3546.023926
	Iteration 42Q: 3 clusters Score -7207143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -7207158.500000 Penalty: 3546.023926
	Iteration 43Q: 3 clusters Score -7207158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -7207156.000000 Penalty: 3546.023926
	Iteration 44Q: 3 clusters Score -7207156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -7207170.000000 Penalty: 3546.023926
	Iteration 45Q: 3 clusters Score -7207170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -7207171.500000 Penalty: 3546.023926
	Iteration 46Q: 3 clusters Score -7207172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -7207171.500000 Penalty: 3546.023926
	Iteration 47Q: 3 clusters Score -7207172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -7207172.500000 Penalty: 3546.023926
	Iteration 48Q: 3 clusters Score -7207172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -7207179.500000 Penalty: 3546.023926
	Iteration 49Q: 3 clusters Score -7207180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -7207179.500000 Penalty: 3546.023926
	Iteration 50F: 3 clusters Score -7207180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Entering Unmasked Estep 
Score: -3889226.250000 Penalty: 1672.743286
	Iteration 0F: 2 clusters Score -3889226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3869371.500000 Penalty: 3345.486572
	Iteration 0F: 3 clusters Score -3869372 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3877064.000000 Penalty: 3345.486572
	Iteration 1F: 3 clusters Score -3877064 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3877553.000000 Penalty: 3345.486572
	Iteration 2Q: 3 clusters Score -3877553 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3878093.750000 Penalty: 3345.486572
	Iteration 3Q: 3 clusters Score -3878094 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3878730.250000 Penalty: 3345.486572
	Iteration 4Q: 3 clusters Score -3878730 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3879604.250000 Penalty: 3345.486572
	Iteration 5Q: 3 clusters Score -3879604 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3880885.000000 Penalty: 3345.486572
	Iteration 6F: 3 clusters Score -3880885 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3882439.750000 Penalty: 3345.486572
	Iteration 7F: 3 clusters Score -3882440 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3883725.000000 Penalty: 3345.486572
	Iteration 8F: 3 clusters Score -3883725 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3884449.750000 Penalty: 3345.486572
	Iteration 9Q: 3 clusters Score -3884450 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3884837.000000 Penalty: 3345.486572
	Iteration 10Q: 3 clusters Score -3884837 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3885067.500000 Penalty: 3345.486572
	Iteration 11Q: 3 clusters Score -3885068 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3885224.250000 Penalty: 3345.486572
	Iteration 12Q: 3 clusters Score -3885224 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3885335.500000 Penalty: 3345.486572
	Iteration 13Q: 3 clusters Score -3885336 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3885431.250000 Penalty: 3345.486572
	Iteration 14Q: 3 clusters Score -3885431 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3885523.250000 Penalty: 3345.486572
	Iteration 15Q: 3 clusters Score -3885523 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3885588.750000 Penalty: 3345.486572
	Iteration 16Q: 3 clusters Score -3885589 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3885622.500000 Penalty: 3345.486572
	Iteration 17Q: 3 clusters Score -3885622 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3885652.000000 Penalty: 3345.486572
	Iteration 18Q: 3 clusters Score -3885652 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3885700.250000 Penalty: 3345.486572
	Iteration 19Q: 3 clusters Score -3885700 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3885708.000000 Penalty: 3345.486572
	Iteration 20F: 3 clusters Score -3885708 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3885731.250000 Penalty: 3345.486572
	Iteration 21Q: 3 clusters Score -3885731 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3885743.000000 Penalty: 3345.486572
	Iteration 22Q: 3 clusters Score -3885743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3885756.000000 Penalty: 3345.486572
	Iteration 23Q: 3 clusters Score -3885756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3885760.000000 Penalty: 3345.486572
	Iteration 24Q: 3 clusters Score -3885760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3885768.250000 Penalty: 3345.486572
	Iteration 25Q: 3 clusters Score -3885768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3885769.500000 Penalty: 3345.486572
	Iteration 26Q: 3 clusters Score -3885770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3885769.750000 Penalty: 3345.486572
	Iteration 27Q: 3 clusters Score -3885770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3885772.250000 Penalty: 3345.486572
	Iteration 28Q: 3 clusters Score -3885772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3885780.750000 Penalty: 3345.486572
	Iteration 29Q: 3 clusters Score -3885781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3885791.500000 Penalty: 3345.486572
	Iteration 30Q: 3 clusters Score -3885792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3885788.500000 Penalty: 3345.486572
	Iteration 31Q: 3 clusters Score -3885788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3885788.000000 Penalty: 3345.486572
	Iteration 32Q: 3 clusters Score -3885788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3885807.250000 Penalty: 3345.486572
	Iteration 33Q: 3 clusters Score -3885807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3885801.250000 Penalty: 3345.486572
	Iteration 34Q: 3 clusters Score -3885801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3885802.500000 Penalty: 3345.486572
	Iteration 35Q: 3 clusters Score -3885802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3885799.250000 Penalty: 3345.486572
	Iteration 36Q: 3 clusters Score -3885799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3885808.250000 Penalty: 3345.486572
	Iteration 37Q: 3 clusters Score -3885808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3885806.250000 Penalty: 3345.486572
	Iteration 38Q: 3 clusters Score -3885806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3885809.250000 Penalty: 3345.486572
	Iteration 39Q: 3 clusters Score -3885809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3885808.000000 Penalty: 3345.486572
	Iteration 40F: 3 clusters Score -3885808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3885814.000000 Penalty: 3345.486572
	Iteration 41Q: 3 clusters Score -3885814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3885814.500000 Penalty: 3345.486572
	Iteration 42Q: 3 clusters Score -3885814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3885809.000000 Penalty: 3345.486572
	Iteration 43Q: 3 clusters Score -3885809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3885808.750000 Penalty: 3345.486572
	Iteration 44Q: 3 clusters Score -3885809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3885806.750000 Penalty: 3345.486572
	Iteration 45Q: 3 clusters Score -3885807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3885808.250000 Penalty: 3345.486572
	Iteration 46Q: 3 clusters Score -3885808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3885809.750000 Penalty: 3345.486572
	Iteration 47Q: 3 clusters Score -3885810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3885808.750000 Penalty: 3345.486572
	Iteration 48Q: 3 clusters Score -3885809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3885814.250000 Penalty: 3345.486572
	Iteration 49Q: 3 clusters Score -3885814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3885815.250000 Penalty: 3345.486572
	Iteration 50Q: 3 clusters Score -3885815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3885817.500000 Penalty: 3345.486572
	Iteration 51Q: 3 clusters Score -3885818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3885812.500000 Penalty: 3345.486572
	Iteration 52Q: 3 clusters Score -3885812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3885810.000000 Penalty: 3345.486572
	Iteration 53Q: 3 clusters Score -3885810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3885810.750000 Penalty: 3345.486572
	Iteration 54Q: 3 clusters Score -3885811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3885808.500000 Penalty: 3345.486572
	Iteration 55Q: 3 clusters Score -3885808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3885809.250000 Penalty: 3345.486572
	Iteration 56Q: 3 clusters Score -3885809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3885809.250000 Penalty: 3345.486572
	Iteration 57F: 3 clusters Score -3885809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -237833.296875 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -237833.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -235833.625000 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -235833.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -236228.828125 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -236228.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -236322.312500 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -236322.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -236375.312500 Penalty: 2432.967041
	Iteration 3Q: 3 clusters Score -236375.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -236406.453125 Penalty: 2432.967041
	Iteration 4Q: 3 clusters Score -236406.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -236433.484375 Penalty: 2432.967041
	Iteration 5Q: 3 clusters Score -236433.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -236455.562500 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -236455.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -236473.531250 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -236473.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -236478.953125 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -236479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -236485.687500 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -236485.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -236498.265625 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -236498.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -236509.609375 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -236509.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -236516.265625 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -236516.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -236522.000000 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -236522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -236529.812500 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -236529.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -236539.390625 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -236539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -236546.625000 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -236546.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -236553.968750 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -236554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -236559.687500 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -236559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -236562.234375 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -236562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -236563.500000 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -236563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -236563.812500 Penalty: 2432.967041
	Iteration 21Q: 3 clusters Score -236563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -236565.046875 Penalty: 2432.967041
	Iteration 22Q: 3 clusters Score -236565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -236565.796875 Penalty: 2432.967041
	Iteration 23Q: 3 clusters Score -236565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -236565.796875 Penalty: 2432.967041
	Iteration 24F: 3 clusters Score -236565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Entering Unmasked Estep 
Score: -989185.500000 Penalty: 1450.343018
	Iteration 0F: 2 clusters Score -989185.5 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 3816 members 
Entering Unmasked Estep 
Score: -983640.250000 Penalty: 2900.686035
	Iteration 0F: 3 clusters Score -983640.2 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -985326.500000 Penalty: 2900.686035
	Iteration 1F: 3 clusters Score -985326.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -985552.437500 Penalty: 2900.686035
	Iteration 2F: 3 clusters Score -985552.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -985768.875000 Penalty: 2900.686035
	Iteration 3F: 3 clusters Score -985768.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -985982.500000 Penalty: 2900.686035
	Iteration 4F: 3 clusters Score -985982.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -986210.937500 Penalty: 2900.686035
	Iteration 5Q: 3 clusters Score -986210.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -986437.687500 Penalty: 2900.686035
	Iteration 6F: 3 clusters Score -986437.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -986648.250000 Penalty: 2900.686035
	Iteration 7Q: 3 clusters Score -986648.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -986852.687500 Penalty: 2900.686035
	Iteration 8Q: 3 clusters Score -986852.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -987052.750000 Penalty: 2900.686035
	Iteration 9Q: 3 clusters Score -987052.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -987251.125000 Penalty: 2900.686035
	Iteration 10Q: 3 clusters Score -987251.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -987418.500000 Penalty: 2900.686035
	Iteration 11Q: 3 clusters Score -987418.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -987562.125000 Penalty: 2900.686035
	Iteration 12Q: 3 clusters Score -987562.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -987672.937500 Penalty: 2900.686035
	Iteration 13Q: 3 clusters Score -987672.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -987756.687500 Penalty: 2900.686035
	Iteration 14Q: 3 clusters Score -987756.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -987815.187500 Penalty: 2900.686035
	Iteration 15Q: 3 clusters Score -987815.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -987869.750000 Penalty: 2900.686035
	Iteration 16Q: 3 clusters Score -987869.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -987888.062500 Penalty: 2900.686035
	Iteration 17Q: 3 clusters Score -987888.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -987902.875000 Penalty: 2900.686035
	Iteration 18Q: 3 clusters Score -987902.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -987917.937500 Penalty: 2900.686035
	Iteration 19Q: 3 clusters Score -987917.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -987928.687500 Penalty: 2900.686035
	Iteration 20F: 3 clusters Score -987928.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -987937.187500 Penalty: 2900.686035
	Iteration 21Q: 3 clusters Score -987937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -987943.812500 Penalty: 2900.686035
	Iteration 22Q: 3 clusters Score -987943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -987946.312500 Penalty: 2900.686035
	Iteration 23Q: 3 clusters Score -987946.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -987951.187500 Penalty: 2900.686035
	Iteration 24Q: 3 clusters Score -987951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -987952.125000 Penalty: 2900.686035
	Iteration 25Q: 3 clusters Score -987952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -987952.125000 Penalty: 2900.686035
	Iteration 26F: 3 clusters Score -987952.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -20678.951172 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -20678.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19939.605469 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -19939.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20057.207031 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -20057.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20071.347656 Penalty: 1754.402954
	Iteration 2Q: 3 clusters Score -20071.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20079.138672 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -20079.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20084.248047 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -20084.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20086.839844 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -20086.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20086.839844 Penalty: 1754.402954
	Iteration 6F: 3 clusters Score -20086.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Entering Unmasked Estep 
Score: -15883166.000000 Penalty: 1901.390503
	Iteration 0F: 2 clusters Score -1.588317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -15817004.000000 Penalty: 3802.781006
	Iteration 0F: 3 clusters Score -1.5817e+07 nChanged 58105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -15851784.000000 Penalty: 3802.781006
	Iteration 1F: 3 clusters Score -1.585178e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -15853563.000000 Penalty: 3802.781006
	Iteration 2Q: 3 clusters Score -1.585356e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -15856328.000000 Penalty: 3802.781006
	Iteration 3F: 3 clusters Score -1.585633e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -15860113.000000 Penalty: 3802.781006
	Iteration 4F: 3 clusters Score -1.586011e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -15865413.000000 Penalty: 3802.781006
	Iteration 5F: 3 clusters Score -1.586541e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -15870698.000000 Penalty: 3802.781006
	Iteration 6F: 3 clusters Score -1.58707e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -15873393.000000 Penalty: 3802.781006
	Iteration 7F: 3 clusters Score -1.587339e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -15873976.000000 Penalty: 3802.781006
	Iteration 8Q: 3 clusters Score -1.587398e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -15873974.000000 Penalty: 3802.781006
	Iteration 9Q: 3 clusters Score -1.587397e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -15874001.000000 Penalty: 3802.781006
	Iteration 10Q: 3 clusters Score -1.5874e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -15874058.000000 Penalty: 3802.781006
	Iteration 11Q: 3 clusters Score -1.587406e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -15874078.000000 Penalty: 3802.781006
	Iteration 12Q: 3 clusters Score -1.587408e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -15874015.000000 Penalty: 3802.781006
	Iteration 13Q: 3 clusters Score -1.587402e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -15873996.000000 Penalty: 3802.781006
	Iteration 14Q: 3 clusters Score -1.5874e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -15873939.000000 Penalty: 3802.781006
	Iteration 15Q: 3 clusters Score -1.587394e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -15874092.000000 Penalty: 3802.781006
	Iteration 16Q: 3 clusters Score -1.587409e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -15874285.000000 Penalty: 3802.781006
	Iteration 17Q: 3 clusters Score -1.587428e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -15874409.000000 Penalty: 3802.781006
	Iteration 18Q: 3 clusters Score -1.587441e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -15874469.000000 Penalty: 3802.781006
	Iteration 19Q: 3 clusters Score -1.587447e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -15874342.000000 Penalty: 3802.781006
	Iteration 20F: 3 clusters Score -1.587434e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -15874296.000000 Penalty: 3802.781006
	Iteration 21Q: 3 clusters Score -1.58743e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -15874170.000000 Penalty: 3802.781006
	Iteration 22Q: 3 clusters Score -1.587417e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -15874144.000000 Penalty: 3802.781006
	Iteration 23Q: 3 clusters Score -1.587414e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -15874193.000000 Penalty: 3802.781006
	Iteration 24Q: 3 clusters Score -1.587419e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
Score: -15874229.000000 Penalty: 3802.781006
	Iteration 25Q: 3 clusters Score -1.587423e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -15874197.000000 Penalty: 3802.781006
	Iteration 26Q: 3 clusters Score -1.58742e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -15874173.000000 Penalty: 3802.781006
	Iteration 27Q: 3 clusters Score -1.587417e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 69689 members 
Entering Unmasked Estep 
Score: -15874121.000000 Penalty: 3802.781006
	Iteration 28Q: 3 clusters Score -1.587412e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -15874116.000000 Penalty: 3802.781006
	Iteration 29Q: 3 clusters Score -1.587412e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -15874177.000000 Penalty: 3802.781006
	Iteration 30Q: 3 clusters Score -1.587418e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -15874212.000000 Penalty: 3802.781006
	Iteration 31Q: 3 clusters Score -1.587421e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -15874124.000000 Penalty: 3802.781006
	Iteration 32Q: 3 clusters Score -1.587412e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -15874118.000000 Penalty: 3802.781006
	Iteration 33Q: 3 clusters Score -1.587412e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -15874069.000000 Penalty: 3802.781006
	Iteration 34Q: 3 clusters Score -1.587407e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -15874116.000000 Penalty: 3802.781006
	Iteration 35Q: 3 clusters Score -1.587412e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -15874161.000000 Penalty: 3802.781006
	Iteration 36Q: 3 clusters Score -1.587416e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -15874271.000000 Penalty: 3802.781006
	Iteration 37Q: 3 clusters Score -1.587427e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -15874228.000000 Penalty: 3802.781006
	Iteration 38Q: 3 clusters Score -1.587423e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -15874303.000000 Penalty: 3802.781006
	Iteration 39Q: 3 clusters Score -1.58743e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -15874422.000000 Penalty: 3802.781006
	Iteration 40F: 3 clusters Score -1.587442e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -15874436.000000 Penalty: 3802.781006
	Iteration 41Q: 3 clusters Score -1.587444e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -15874500.000000 Penalty: 3802.781006
	Iteration 42Q: 3 clusters Score -1.58745e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -15874544.000000 Penalty: 3802.781006
	Iteration 43Q: 3 clusters Score -1.587454e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -15874624.000000 Penalty: 3802.781006
	Iteration 44Q: 3 clusters Score -1.587462e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -15874680.000000 Penalty: 3802.781006
	Iteration 45Q: 3 clusters Score -1.587468e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -15874738.000000 Penalty: 3802.781006
	Iteration 46Q: 3 clusters Score -1.587474e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -15874793.000000 Penalty: 3802.781006
	Iteration 47Q: 3 clusters Score -1.587479e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -15874816.000000 Penalty: 3802.781006
	Iteration 48Q: 3 clusters Score -1.587482e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -15874796.000000 Penalty: 3802.781006
	Iteration 49Q: 3 clusters Score -1.58748e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -15874934.000000 Penalty: 3802.781006
	Iteration 50Q: 3 clusters Score -1.587493e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -15875009.000000 Penalty: 3802.781006
	Iteration 51Q: 3 clusters Score -1.587501e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -15875063.000000 Penalty: 3802.781006
	Iteration 52Q: 3 clusters Score -1.587506e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -15875078.000000 Penalty: 3802.781006
	Iteration 53Q: 3 clusters Score -1.587508e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -15875138.000000 Penalty: 3802.781006
	Iteration 54Q: 3 clusters Score -1.587514e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -15875116.000000 Penalty: 3802.781006
	Iteration 55Q: 3 clusters Score -1.587512e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -15875191.000000 Penalty: 3802.781006
	Iteration 56Q: 3 clusters Score -1.587519e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -15875268.000000 Penalty: 3802.781006
	Iteration 57Q: 3 clusters Score -1.587527e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -15875353.000000 Penalty: 3802.781006
	Iteration 58Q: 3 clusters Score -1.587535e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -15875412.000000 Penalty: 3802.781006
	Iteration 59Q: 3 clusters Score -1.587541e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -15875440.000000 Penalty: 3802.781006
	Iteration 60F: 3 clusters Score -1.587544e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -15875558.000000 Penalty: 3802.781006
	Iteration 61Q: 3 clusters Score -1.587556e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -15875628.000000 Penalty: 3802.781006
	Iteration 62Q: 3 clusters Score -1.587563e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -15875610.000000 Penalty: 3802.781006
	Iteration 63Q: 3 clusters Score -1.587561e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -15875718.000000 Penalty: 3802.781006
	Iteration 64Q: 3 clusters Score -1.587572e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -15875905.000000 Penalty: 3802.781006
	Iteration 65Q: 3 clusters Score -1.58759e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -15875981.000000 Penalty: 3802.781006
	Iteration 66Q: 3 clusters Score -1.587598e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -15876092.000000 Penalty: 3802.781006
	Iteration 67Q: 3 clusters Score -1.587609e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -15876248.000000 Penalty: 3802.781006
	Iteration 68Q: 3 clusters Score -1.587625e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -15876402.000000 Penalty: 3802.781006
	Iteration 69Q: 3 clusters Score -1.58764e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -15876609.000000 Penalty: 3802.781006
	Iteration 70Q: 3 clusters Score -1.587661e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -15876827.000000 Penalty: 3802.781006
	Iteration 71Q: 3 clusters Score -1.587683e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -15876949.000000 Penalty: 3802.781006
	Iteration 72Q: 3 clusters Score -1.587695e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -15877103.000000 Penalty: 3802.781006
	Iteration 73Q: 3 clusters Score -1.58771e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -15877268.000000 Penalty: 3802.781006
	Iteration 74Q: 3 clusters Score -1.587727e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -15877521.000000 Penalty: 3802.781006
	Iteration 75Q: 3 clusters Score -1.587752e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -15877635.000000 Penalty: 3802.781006
	Iteration 76Q: 3 clusters Score -1.587764e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -15877785.000000 Penalty: 3802.781006
	Iteration 77Q: 3 clusters Score -1.587778e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -15878012.000000 Penalty: 3802.781006
	Iteration 78Q: 3 clusters Score -1.587801e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -15878120.000000 Penalty: 3802.781006
	Iteration 79Q: 3 clusters Score -1.587812e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -15878284.000000 Penalty: 3802.781006
	Iteration 80F: 3 clusters Score -1.587828e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -15878384.000000 Penalty: 3802.781006
	Iteration 81Q: 3 clusters Score -1.587838e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -15878551.000000 Penalty: 3802.781006
	Iteration 82Q: 3 clusters Score -1.587855e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -15878650.000000 Penalty: 3802.781006
	Iteration 83Q: 3 clusters Score -1.587865e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -15878762.000000 Penalty: 3802.781006
	Iteration 84Q: 3 clusters Score -1.587876e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -15878843.000000 Penalty: 3802.781006
	Iteration 85Q: 3 clusters Score -1.587884e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -15878949.000000 Penalty: 3802.781006
	Iteration 86Q: 3 clusters Score -1.587895e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -15879053.000000 Penalty: 3802.781006
	Iteration 87Q: 3 clusters Score -1.587905e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -15879173.000000 Penalty: 3802.781006
	Iteration 88Q: 3 clusters Score -1.587917e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -15879257.000000 Penalty: 3802.781006
	Iteration 89Q: 3 clusters Score -1.587926e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -15879313.000000 Penalty: 3802.781006
	Iteration 90Q: 3 clusters Score -1.587931e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -15879371.000000 Penalty: 3802.781006
	Iteration 91Q: 3 clusters Score -1.587937e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -15879389.000000 Penalty: 3802.781006
	Iteration 92Q: 3 clusters Score -1.587939e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -15879454.000000 Penalty: 3802.781006
	Iteration 93Q: 3 clusters Score -1.587945e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -15879511.000000 Penalty: 3802.781006
	Iteration 94Q: 3 clusters Score -1.587951e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -15879601.000000 Penalty: 3802.781006
	Iteration 95Q: 3 clusters Score -1.58796e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -15879614.000000 Penalty: 3802.781006
	Iteration 96Q: 3 clusters Score -1.587961e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -15879613.000000 Penalty: 3802.781006
	Iteration 97Q: 3 clusters Score -1.587961e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -15879666.000000 Penalty: 3802.781006
	Iteration 98Q: 3 clusters Score -1.587967e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -15879672.000000 Penalty: 3802.781006
	Iteration 99Q: 3 clusters Score -1.587967e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -15879668.000000 Penalty: 3802.781006
	Iteration 100F: 3 clusters Score -1.587967e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -15879721.000000 Penalty: 3802.781006
	Iteration 101Q: 3 clusters Score -1.587972e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -15879753.000000 Penalty: 3802.781006
	Iteration 102Q: 3 clusters Score -1.587975e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -15879791.000000 Penalty: 3802.781006
	Iteration 103Q: 3 clusters Score -1.587979e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -15879810.000000 Penalty: 3802.781006
	Iteration 104Q: 3 clusters Score -1.587981e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -15879840.000000 Penalty: 3802.781006
	Iteration 105Q: 3 clusters Score -1.587984e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -15879857.000000 Penalty: 3802.781006
	Iteration 106Q: 3 clusters Score -1.587986e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -15879852.000000 Penalty: 3802.781006
	Iteration 107Q: 3 clusters Score -1.587985e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -15879871.000000 Penalty: 3802.781006
	Iteration 108Q: 3 clusters Score -1.587987e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -15879857.000000 Penalty: 3802.781006
	Iteration 109Q: 3 clusters Score -1.587986e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -15879855.000000 Penalty: 3802.781006
	Iteration 110Q: 3 clusters Score -1.587986e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -15879851.000000 Penalty: 3802.781006
	Iteration 111Q: 3 clusters Score -1.587985e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -15879857.000000 Penalty: 3802.781006
	Iteration 112Q: 3 clusters Score -1.587986e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -15879870.000000 Penalty: 3802.781006
	Iteration 113Q: 3 clusters Score -1.587987e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -15879902.000000 Penalty: 3802.781006
	Iteration 114Q: 3 clusters Score -1.58799e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -15879902.000000 Penalty: 3802.781006
	Iteration 115Q: 3 clusters Score -1.58799e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -15879896.000000 Penalty: 3802.781006
	Iteration 116Q: 3 clusters Score -1.58799e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -15879881.000000 Penalty: 3802.781006
	Iteration 117Q: 3 clusters Score -1.587988e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -15879885.000000 Penalty: 3802.781006
	Iteration 118Q: 3 clusters Score -1.587988e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -15879901.000000 Penalty: 3802.781006
	Iteration 119Q: 3 clusters Score -1.58799e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -15879928.000000 Penalty: 3802.781006
	Iteration 120F: 3 clusters Score -1.587993e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -15879928.000000 Penalty: 3802.781006
	Iteration 121Q: 3 clusters Score -1.587993e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -15879921.000000 Penalty: 3802.781006
	Iteration 122Q: 3 clusters Score -1.587992e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -15879927.000000 Penalty: 3802.781006
	Iteration 123Q: 3 clusters Score -1.587993e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -15879916.000000 Penalty: 3802.781006
	Iteration 124Q: 3 clusters Score -1.587992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -15879939.000000 Penalty: 3802.781006
	Iteration 125Q: 3 clusters Score -1.587994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -15879936.000000 Penalty: 3802.781006
	Iteration 126Q: 3 clusters Score -1.587994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -15879943.000000 Penalty: 3802.781006
	Iteration 127Q: 3 clusters Score -1.587994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -15879953.000000 Penalty: 3802.781006
	Iteration 128Q: 3 clusters Score -1.587995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -15879935.000000 Penalty: 3802.781006
	Iteration 129Q: 3 clusters Score -1.587994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -15879945.000000 Penalty: 3802.781006
	Iteration 130Q: 3 clusters Score -1.587994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -15879937.000000 Penalty: 3802.781006
	Iteration 131Q: 3 clusters Score -1.587994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -15879950.000000 Penalty: 3802.781006
	Iteration 132Q: 3 clusters Score -1.587995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -15879942.000000 Penalty: 3802.781006
	Iteration 133Q: 3 clusters Score -1.587994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -15879928.000000 Penalty: 3802.781006
	Iteration 134Q: 3 clusters Score -1.587993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -15879919.000000 Penalty: 3802.781006
	Iteration 135Q: 3 clusters Score -1.587992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -15879929.000000 Penalty: 3802.781006
	Iteration 136Q: 3 clusters Score -1.587993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -15879930.000000 Penalty: 3802.781006
	Iteration 137Q: 3 clusters Score -1.587993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -15879924.000000 Penalty: 3802.781006
	Iteration 138Q: 3 clusters Score -1.587992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -15879923.000000 Penalty: 3802.781006
	Iteration 139Q: 3 clusters Score -1.587992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -15879939.000000 Penalty: 3802.781006
	Iteration 140F: 3 clusters Score -1.587994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -15879956.000000 Penalty: 3802.781006
	Iteration 141Q: 3 clusters Score -1.587996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -15879959.000000 Penalty: 3802.781006
	Iteration 142Q: 3 clusters Score -1.587996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -15879955.000000 Penalty: 3802.781006
	Iteration 143Q: 3 clusters Score -1.587996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -15879957.000000 Penalty: 3802.781006
	Iteration 144Q: 3 clusters Score -1.587996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -15879958.000000 Penalty: 3802.781006
	Iteration 145Q: 3 clusters Score -1.587996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -15879960.000000 Penalty: 3802.781006
	Iteration 146Q: 3 clusters Score -1.587996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -15879946.000000 Penalty: 3802.781006
	Iteration 147Q: 3 clusters Score -1.587995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -15879936.000000 Penalty: 3802.781006
	Iteration 148Q: 3 clusters Score -1.587994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -15879936.000000 Penalty: 3802.781006
	Iteration 149Q: 3 clusters Score -1.587994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -15879959.000000 Penalty: 3802.781006
	Iteration 150Q: 3 clusters Score -1.587996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -15879962.000000 Penalty: 3802.781006
	Iteration 151Q: 3 clusters Score -1.587996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -15879971.000000 Penalty: 3802.781006
	Iteration 152Q: 3 clusters Score -1.587997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -15879971.000000 Penalty: 3802.781006
	Iteration 153Q: 3 clusters Score -1.587997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -15879976.000000 Penalty: 3802.781006
	Iteration 154Q: 3 clusters Score -1.587998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -15879972.000000 Penalty: 3802.781006
	Iteration 155Q: 3 clusters Score -1.587997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -15879968.000000 Penalty: 3802.781006
	Iteration 156Q: 3 clusters Score -1.587997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -15879964.000000 Penalty: 3802.781006
	Iteration 157Q: 3 clusters Score -1.587996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -15879964.000000 Penalty: 3802.781006
	Iteration 158F: 3 clusters Score -1.587996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -36598.488281 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -36598.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35742.835938 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -35742.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35920.585938 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -35920.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35988.390625 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -35988.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36002.738281 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36002.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36011.375000 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -36011.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36021.125000 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36021.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36025.230469 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -36025.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36029.476562 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -36029.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36034.238281 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -36034.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36044.648438 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -36044.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36057.648438 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -36057.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36066.343750 Penalty: 1898.208496
	Iteration 11Q: 3 clusters Score -36066.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36070.625000 Penalty: 1898.208496
	Iteration 12Q: 3 clusters Score -36070.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36073.558594 Penalty: 1898.208496
	Iteration 13Q: 3 clusters Score -36073.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36078.335938 Penalty: 1898.208496
	Iteration 14Q: 3 clusters Score -36078.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36091.722656 Penalty: 1898.208496
	Iteration 15Q: 3 clusters Score -36091.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36117.167969 Penalty: 1898.208496
	Iteration 16Q: 3 clusters Score -36117.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36152.675781 Penalty: 1898.208496
	Iteration 17Q: 3 clusters Score -36152.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36159.589844 Penalty: 1898.208496
	Iteration 18Q: 3 clusters Score -36159.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36159.589844 Penalty: 1898.208496
	Iteration 19F: 3 clusters Score -36159.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -124744.500000 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -124744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -123265.484375 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -123265.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -123583.585938 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -123583.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123719.406250 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -123719.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123806.539062 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -123806.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123866.593750 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -123866.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123915.218750 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -123915.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123951.093750 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -123951.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -123970.585938 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -123970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -123978.640625 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -123978.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -123984.960938 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -123985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123992.773438 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -123992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -123999.296875 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -123999.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -124001.148438 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -124001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -124005.093750 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -124005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -124008.703125 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -124008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -124011.085938 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -124011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -124015.500000 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -124015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -124020.812500 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -124020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -124029.890625 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -124029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -124033.710938 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -124033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -124034.421875 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -124034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Entering Unmasked Estep 
Score: -8131974.000000 Penalty: 1792.049194
	Iteration 0F: 2 clusters Score -8131974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -8091604.500000 Penalty: 3584.098389
	Iteration 0F: 3 clusters Score -8091604 nChanged 28931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -8108054.000000 Penalty: 3584.098389
	Iteration 1F: 3 clusters Score -8108054 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -8108832.500000 Penalty: 3584.098389
	Iteration 2Q: 3 clusters Score -8108832 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -8110096.500000 Penalty: 3584.098389
	Iteration 3Q: 3 clusters Score -8110096 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -8112364.000000 Penalty: 3584.098389
	Iteration 4F: 3 clusters Score -8112364 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -8116226.500000 Penalty: 3584.098389
	Iteration 5F: 3 clusters Score -8116226 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -8121259.500000 Penalty: 3584.098389
	Iteration 6F: 3 clusters Score -8121260 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -8125958.500000 Penalty: 3584.098389
	Iteration 7F: 3 clusters Score -8125958 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8128518.000000 Penalty: 3584.098389
	Iteration 8Q: 3 clusters Score -8128518 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8129625.500000 Penalty: 3584.098389
	Iteration 9Q: 3 clusters Score -8129626 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8130101.000000 Penalty: 3584.098389
	Iteration 10Q: 3 clusters Score -8130101 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8130292.000000 Penalty: 3584.098389
	Iteration 11Q: 3 clusters Score -8130292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8130402.000000 Penalty: 3584.098389
	Iteration 12Q: 3 clusters Score -8130402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8130467.500000 Penalty: 3584.098389
	Iteration 13Q: 3 clusters Score -8130468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8130493.000000 Penalty: 3584.098389
	Iteration 14Q: 3 clusters Score -8130493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8130508.000000 Penalty: 3584.098389
	Iteration 15Q: 3 clusters Score -8130508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8130520.500000 Penalty: 3584.098389
	Iteration 16Q: 3 clusters Score -8130520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8130522.500000 Penalty: 3584.098389
	Iteration 17Q: 3 clusters Score -8130522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8130529.000000 Penalty: 3584.098389
	Iteration 18Q: 3 clusters Score -8130529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8130544.500000 Penalty: 3584.098389
	Iteration 19Q: 3 clusters Score -8130544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8130556.000000 Penalty: 3584.098389
	Iteration 20F: 3 clusters Score -8130556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8130562.500000 Penalty: 3584.098389
	Iteration 21Q: 3 clusters Score -8130562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8130574.000000 Penalty: 3584.098389
	Iteration 22Q: 3 clusters Score -8130574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8130574.000000 Penalty: 3584.098389
	Iteration 23Q: 3 clusters Score -8130574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8130575.000000 Penalty: 3584.098389
	Iteration 24Q: 3 clusters Score -8130575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8130578.500000 Penalty: 3584.098389
	Iteration 25Q: 3 clusters Score -8130578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8130578.500000 Penalty: 3584.098389
	Iteration 26F: 3 clusters Score -8130578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Entering Unmasked Estep 
Score: -2314980.500000 Penalty: 1587.710815
	Iteration 0F: 2 clusters Score -2314980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2303024.250000 Penalty: 3175.421631
	Iteration 0F: 3 clusters Score -2303024 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2307157.500000 Penalty: 3175.421631
	Iteration 1F: 3 clusters Score -2307158 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2307401.750000 Penalty: 3175.421631
	Iteration 2Q: 3 clusters Score -2307402 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2307623.000000 Penalty: 3175.421631
	Iteration 3Q: 3 clusters Score -2307623 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2307827.500000 Penalty: 3175.421631
	Iteration 4Q: 3 clusters Score -2307828 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2308013.750000 Penalty: 3175.421631
	Iteration 5Q: 3 clusters Score -2308014 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2308206.750000 Penalty: 3175.421631
	Iteration 6Q: 3 clusters Score -2308207 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2308420.000000 Penalty: 3175.421631
	Iteration 7Q: 3 clusters Score -2308420 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2308642.500000 Penalty: 3175.421631
	Iteration 8Q: 3 clusters Score -2308642 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2308913.000000 Penalty: 3175.421631
	Iteration 9Q: 3 clusters Score -2308913 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2309200.500000 Penalty: 3175.421631
	Iteration 10Q: 3 clusters Score -2309200 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2309522.750000 Penalty: 3175.421631
	Iteration 11Q: 3 clusters Score -2309523 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2309872.750000 Penalty: 3175.421631
	Iteration 12Q: 3 clusters Score -2309873 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2310182.250000 Penalty: 3175.421631
	Iteration 13Q: 3 clusters Score -2310182 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2310474.750000 Penalty: 3175.421631
	Iteration 14Q: 3 clusters Score -2310475 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2310707.250000 Penalty: 3175.421631
	Iteration 15Q: 3 clusters Score -2310707 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2310889.250000 Penalty: 3175.421631
	Iteration 16Q: 3 clusters Score -2310889 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2311013.000000 Penalty: 3175.421631
	Iteration 17Q: 3 clusters Score -2311013 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2311112.500000 Penalty: 3175.421631
	Iteration 18Q: 3 clusters Score -2311112 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2311173.250000 Penalty: 3175.421631
	Iteration 19Q: 3 clusters Score -2311173 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2311223.250000 Penalty: 3175.421631
	Iteration 20F: 3 clusters Score -2311223 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2311258.250000 Penalty: 3175.421631
	Iteration 21Q: 3 clusters Score -2311258 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2311301.250000 Penalty: 3175.421631
	Iteration 22Q: 3 clusters Score -2311301 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2311322.500000 Penalty: 3175.421631
	Iteration 23Q: 3 clusters Score -2311322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2311358.500000 Penalty: 3175.421631
	Iteration 24Q: 3 clusters Score -2311358 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2311390.500000 Penalty: 3175.421631
	Iteration 25Q: 3 clusters Score -2311390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2311418.500000 Penalty: 3175.421631
	Iteration 26Q: 3 clusters Score -2311418 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2311466.250000 Penalty: 3175.421631
	Iteration 27Q: 3 clusters Score -2311466 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2311500.750000 Penalty: 3175.421631
	Iteration 28Q: 3 clusters Score -2311501 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2311525.750000 Penalty: 3175.421631
	Iteration 29Q: 3 clusters Score -2311526 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2311553.000000 Penalty: 3175.421631
	Iteration 30Q: 3 clusters Score -2311553 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2311584.750000 Penalty: 3175.421631
	Iteration 31Q: 3 clusters Score -2311585 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2311608.750000 Penalty: 3175.421631
	Iteration 32Q: 3 clusters Score -2311609 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2311636.750000 Penalty: 3175.421631
	Iteration 33Q: 3 clusters Score -2311637 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2311674.250000 Penalty: 3175.421631
	Iteration 34Q: 3 clusters Score -2311674 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2311718.500000 Penalty: 3175.421631
	Iteration 35Q: 3 clusters Score -2311718 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2311759.000000 Penalty: 3175.421631
	Iteration 36Q: 3 clusters Score -2311759 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2311795.000000 Penalty: 3175.421631
	Iteration 37Q: 3 clusters Score -2311795 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2311834.000000 Penalty: 3175.421631
	Iteration 38Q: 3 clusters Score -2311834 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2311865.000000 Penalty: 3175.421631
	Iteration 39Q: 3 clusters Score -2311865 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2311913.250000 Penalty: 3175.421631
	Iteration 40F: 3 clusters Score -2311913 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2311962.250000 Penalty: 3175.421631
	Iteration 41Q: 3 clusters Score -2311962 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2312009.500000 Penalty: 3175.421631
	Iteration 42Q: 3 clusters Score -2312010 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2312057.500000 Penalty: 3175.421631
	Iteration 43Q: 3 clusters Score -2312058 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2312089.000000 Penalty: 3175.421631
	Iteration 44Q: 3 clusters Score -2312089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2312124.000000 Penalty: 3175.421631
	Iteration 45Q: 3 clusters Score -2312124 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2312156.000000 Penalty: 3175.421631
	Iteration 46Q: 3 clusters Score -2312156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2312191.500000 Penalty: 3175.421631
	Iteration 47Q: 3 clusters Score -2312192 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2312222.250000 Penalty: 3175.421631
	Iteration 48Q: 3 clusters Score -2312222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2312238.750000 Penalty: 3175.421631
	Iteration 49Q: 3 clusters Score -2312239 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2312263.750000 Penalty: 3175.421631
	Iteration 50Q: 3 clusters Score -2312264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2312281.750000 Penalty: 3175.421631
	Iteration 51Q: 3 clusters Score -2312282 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2312308.000000 Penalty: 3175.421631
	Iteration 52Q: 3 clusters Score -2312308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2312336.000000 Penalty: 3175.421631
	Iteration 53Q: 3 clusters Score -2312336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2312365.750000 Penalty: 3175.421631
	Iteration 54Q: 3 clusters Score -2312366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2312398.750000 Penalty: 3175.421631
	Iteration 55Q: 3 clusters Score -2312399 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2312435.250000 Penalty: 3175.421631
	Iteration 56Q: 3 clusters Score -2312435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2312465.250000 Penalty: 3175.421631
	Iteration 57Q: 3 clusters Score -2312465 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2312519.500000 Penalty: 3175.421631
	Iteration 58Q: 3 clusters Score -2312520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2312570.750000 Penalty: 3175.421631
	Iteration 59Q: 3 clusters Score -2312571 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2312618.000000 Penalty: 3175.421631
	Iteration 60F: 3 clusters Score -2312618 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2312683.750000 Penalty: 3175.421631
	Iteration 61Q: 3 clusters Score -2312684 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2312746.250000 Penalty: 3175.421631
	Iteration 62Q: 3 clusters Score -2312746 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2312809.750000 Penalty: 3175.421631
	Iteration 63Q: 3 clusters Score -2312810 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2312882.250000 Penalty: 3175.421631
	Iteration 64Q: 3 clusters Score -2312882 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2312946.250000 Penalty: 3175.421631
	Iteration 65Q: 3 clusters Score -2312946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2313008.000000 Penalty: 3175.421631
	Iteration 66Q: 3 clusters Score -2313008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2313059.000000 Penalty: 3175.421631
	Iteration 67Q: 3 clusters Score -2313059 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2313109.750000 Penalty: 3175.421631
	Iteration 68Q: 3 clusters Score -2313110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2313153.000000 Penalty: 3175.421631
	Iteration 69Q: 3 clusters Score -2313153 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2313195.000000 Penalty: 3175.421631
	Iteration 70Q: 3 clusters Score -2313195 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2313228.250000 Penalty: 3175.421631
	Iteration 71Q: 3 clusters Score -2313228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2313255.750000 Penalty: 3175.421631
	Iteration 72Q: 3 clusters Score -2313256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2313285.750000 Penalty: 3175.421631
	Iteration 73Q: 3 clusters Score -2313286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2313325.750000 Penalty: 3175.421631
	Iteration 74Q: 3 clusters Score -2313326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2313360.750000 Penalty: 3175.421631
	Iteration 75Q: 3 clusters Score -2313361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2313389.500000 Penalty: 3175.421631
	Iteration 76Q: 3 clusters Score -2313390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2313420.500000 Penalty: 3175.421631
	Iteration 77Q: 3 clusters Score -2313420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2313436.750000 Penalty: 3175.421631
	Iteration 78Q: 3 clusters Score -2313437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2313461.500000 Penalty: 3175.421631
	Iteration 79Q: 3 clusters Score -2313462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2313490.750000 Penalty: 3175.421631
	Iteration 80F: 3 clusters Score -2313491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2313512.000000 Penalty: 3175.421631
	Iteration 81Q: 3 clusters Score -2313512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2313526.250000 Penalty: 3175.421631
	Iteration 82Q: 3 clusters Score -2313526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2313546.500000 Penalty: 3175.421631
	Iteration 83Q: 3 clusters Score -2313546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2313556.250000 Penalty: 3175.421631
	Iteration 84Q: 3 clusters Score -2313556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2313565.000000 Penalty: 3175.421631
	Iteration 85Q: 3 clusters Score -2313565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2313579.000000 Penalty: 3175.421631
	Iteration 86Q: 3 clusters Score -2313579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2313589.750000 Penalty: 3175.421631
	Iteration 87Q: 3 clusters Score -2313590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2313600.500000 Penalty: 3175.421631
	Iteration 88Q: 3 clusters Score -2313600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2313614.500000 Penalty: 3175.421631
	Iteration 89Q: 3 clusters Score -2313614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2313622.750000 Penalty: 3175.421631
	Iteration 90Q: 3 clusters Score -2313623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2313636.000000 Penalty: 3175.421631
	Iteration 91Q: 3 clusters Score -2313636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2313638.250000 Penalty: 3175.421631
	Iteration 92Q: 3 clusters Score -2313638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2313638.750000 Penalty: 3175.421631
	Iteration 93Q: 3 clusters Score -2313639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2313643.750000 Penalty: 3175.421631
	Iteration 94Q: 3 clusters Score -2313644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2313644.750000 Penalty: 3175.421631
	Iteration 95Q: 3 clusters Score -2313645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2313651.500000 Penalty: 3175.421631
	Iteration 96Q: 3 clusters Score -2313652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2313653.750000 Penalty: 3175.421631
	Iteration 97Q: 3 clusters Score -2313654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2313653.500000 Penalty: 3175.421631
	Iteration 98Q: 3 clusters Score -2313654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2313653.500000 Penalty: 3175.421631
	Iteration 99F: 3 clusters Score -2313654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Entering Unmasked Estep 
Score: -2549304.750000 Penalty: 1602.793091
	Iteration 0F: 2 clusters Score -2549305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2536163.500000 Penalty: 3205.586182
	Iteration 0F: 3 clusters Score -2536164 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2540778.750000 Penalty: 3205.586182
	Iteration 1F: 3 clusters Score -2540779 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2541062.000000 Penalty: 3205.586182
	Iteration 2Q: 3 clusters Score -2541062 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2541310.500000 Penalty: 3205.586182
	Iteration 3Q: 3 clusters Score -2541310 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2541568.000000 Penalty: 3205.586182
	Iteration 4Q: 3 clusters Score -2541568 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2541895.750000 Penalty: 3205.586182
	Iteration 5Q: 3 clusters Score -2541896 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2542334.000000 Penalty: 3205.586182
	Iteration 6Q: 3 clusters Score -2542334 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2542967.750000 Penalty: 3205.586182
	Iteration 7F: 3 clusters Score -2542968 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2543900.000000 Penalty: 3205.586182
	Iteration 8F: 3 clusters Score -2543900 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2545033.000000 Penalty: 3205.586182
	Iteration 9F: 3 clusters Score -2545033 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2546102.750000 Penalty: 3205.586182
	Iteration 10F: 3 clusters Score -2546103 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2546890.000000 Penalty: 3205.586182
	Iteration 11Q: 3 clusters Score -2546890 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2547361.250000 Penalty: 3205.586182
	Iteration 12Q: 3 clusters Score -2547361 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2547602.500000 Penalty: 3205.586182
	Iteration 13Q: 3 clusters Score -2547602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2547733.750000 Penalty: 3205.586182
	Iteration 14Q: 3 clusters Score -2547734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2547815.750000 Penalty: 3205.586182
	Iteration 15Q: 3 clusters Score -2547816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2547865.250000 Penalty: 3205.586182
	Iteration 16Q: 3 clusters Score -2547865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2547888.750000 Penalty: 3205.586182
	Iteration 17Q: 3 clusters Score -2547889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2547893.000000 Penalty: 3205.586182
	Iteration 18Q: 3 clusters Score -2547893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2547905.250000 Penalty: 3205.586182
	Iteration 19Q: 3 clusters Score -2547905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2547905.250000 Penalty: 3205.586182
	Iteration 20F: 3 clusters Score -2547905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2547910.750000 Penalty: 3205.586182
	Iteration 21Q: 3 clusters Score -2547911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2547912.500000 Penalty: 3205.586182
	Iteration 22Q: 3 clusters Score -2547912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2547915.750000 Penalty: 3205.586182
	Iteration 23Q: 3 clusters Score -2547916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2547918.500000 Penalty: 3205.586182
	Iteration 24Q: 3 clusters Score -2547918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2547920.750000 Penalty: 3205.586182
	Iteration 25Q: 3 clusters Score -2547921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2547924.250000 Penalty: 3205.586182
	Iteration 26Q: 3 clusters Score -2547924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2547923.250000 Penalty: 3205.586182
	Iteration 27Q: 3 clusters Score -2547923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2547926.250000 Penalty: 3205.586182
	Iteration 28Q: 3 clusters Score -2547926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2547927.000000 Penalty: 3205.586182
	Iteration 29Q: 3 clusters Score -2547927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2547927.000000 Penalty: 3205.586182
	Iteration 30F: 3 clusters Score -2547927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -1678175.375000 Penalty: 1535.610107
	Iteration 0F: 2 clusters Score -1678175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1669319.875000 Penalty: 3071.220215
	Iteration 0F: 3 clusters Score -1669320 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1672288.125000 Penalty: 3071.220215
	Iteration 1F: 3 clusters Score -1672288 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1672538.500000 Penalty: 3071.220215
	Iteration 2F: 3 clusters Score -1672538 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1672740.125000 Penalty: 3071.220215
	Iteration 3Q: 3 clusters Score -1672740 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1672892.250000 Penalty: 3071.220215
	Iteration 4Q: 3 clusters Score -1672892 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1673020.250000 Penalty: 3071.220215
	Iteration 5Q: 3 clusters Score -1673020 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1673146.500000 Penalty: 3071.220215
	Iteration 6Q: 3 clusters Score -1673146 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1673270.250000 Penalty: 3071.220215
	Iteration 7Q: 3 clusters Score -1673270 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1673406.875000 Penalty: 3071.220215
	Iteration 8Q: 3 clusters Score -1673407 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1673600.500000 Penalty: 3071.220215
	Iteration 9Q: 3 clusters Score -1673600 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1673835.750000 Penalty: 3071.220215
	Iteration 10Q: 3 clusters Score -1673836 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1674152.625000 Penalty: 3071.220215
	Iteration 11Q: 3 clusters Score -1674153 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1674545.375000 Penalty: 3071.220215
	Iteration 12Q: 3 clusters Score -1674545 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1675009.375000 Penalty: 3071.220215
	Iteration 13F: 3 clusters Score -1675009 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1675476.250000 Penalty: 3071.220215
	Iteration 14Q: 3 clusters Score -1675476 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1675885.750000 Penalty: 3071.220215
	Iteration 15Q: 3 clusters Score -1675886 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1676220.375000 Penalty: 3071.220215
	Iteration 16Q: 3 clusters Score -1676220 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1676462.750000 Penalty: 3071.220215
	Iteration 17Q: 3 clusters Score -1676463 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1676604.250000 Penalty: 3071.220215
	Iteration 18Q: 3 clusters Score -1676604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1676668.375000 Penalty: 3071.220215
	Iteration 19Q: 3 clusters Score -1676668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1676704.875000 Penalty: 3071.220215
	Iteration 20F: 3 clusters Score -1676705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1676745.750000 Penalty: 3071.220215
	Iteration 21Q: 3 clusters Score -1676746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1676762.375000 Penalty: 3071.220215
	Iteration 22Q: 3 clusters Score -1676762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1676780.750000 Penalty: 3071.220215
	Iteration 23Q: 3 clusters Score -1676781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1676792.750000 Penalty: 3071.220215
	Iteration 24Q: 3 clusters Score -1676793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1676804.125000 Penalty: 3071.220215
	Iteration 25Q: 3 clusters Score -1676804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1676814.125000 Penalty: 3071.220215
	Iteration 26Q: 3 clusters Score -1676814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1676818.625000 Penalty: 3071.220215
	Iteration 27Q: 3 clusters Score -1676819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1676831.375000 Penalty: 3071.220215
	Iteration 28Q: 3 clusters Score -1676831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1676836.000000 Penalty: 3071.220215
	Iteration 29Q: 3 clusters Score -1676836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1676838.125000 Penalty: 3071.220215
	Iteration 30Q: 3 clusters Score -1676838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1676843.500000 Penalty: 3071.220215
	Iteration 31Q: 3 clusters Score -1676844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1676843.500000 Penalty: 3071.220215
	Iteration 32F: 3 clusters Score -1676844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -245398.406250 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -245398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243363.437500 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -243363.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -243786.828125 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -243786.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -243904.812500 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -243904.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -243977.171875 Penalty: 2466.862793
	Iteration 3F: 3 clusters Score -243977.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -244016.750000 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -244016.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -244046.921875 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -244046.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -244065.000000 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -244065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -244080.453125 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -244080.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -244092.187500 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -244092.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -244104.312500 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -244104.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -244112.796875 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -244112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -244120.515625 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -244120.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -244124.703125 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -244124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -244128.015625 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -244128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244130.531250 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -244130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -244133.687500 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -244133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -244135.421875 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -244135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -244137.484375 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -244137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -244139.921875 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -244139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -244142.390625 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -244142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -244145.171875 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -244145.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -244148.750000 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -244148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -244151.062500 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -244151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -244152.515625 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -244152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -244154.890625 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -244154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -244155.687500 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -244155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -244156.609375 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -244156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -244157.031250 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -244157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -244157.031250 Penalty: 2466.862793
	Iteration 28F: 3 clusters Score -244157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -329697.562500 Penalty: 1281.793457
	Iteration 0F: 2 clusters Score -329697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -327154.406250 Penalty: 2563.586914
	Iteration 0F: 3 clusters Score -327154.4 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -327726.718750 Penalty: 2563.586914
	Iteration 1F: 3 clusters Score -327726.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -327846.906250 Penalty: 2563.586914
	Iteration 2F: 3 clusters Score -327846.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -327948.906250 Penalty: 2563.586914
	Iteration 3F: 3 clusters Score -327948.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -328027.781250 Penalty: 2563.586914
	Iteration 4Q: 3 clusters Score -328027.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -328098.500000 Penalty: 2563.586914
	Iteration 5Q: 3 clusters Score -328098.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -328157.562500 Penalty: 2563.586914
	Iteration 6Q: 3 clusters Score -328157.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -328215.031250 Penalty: 2563.586914
	Iteration 7Q: 3 clusters Score -328215 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -328261.093750 Penalty: 2563.586914
	Iteration 8Q: 3 clusters Score -328261.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -328304.843750 Penalty: 2563.586914
	Iteration 9Q: 3 clusters Score -328304.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -328347.187500 Penalty: 2563.586914
	Iteration 10Q: 3 clusters Score -328347.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -328380.250000 Penalty: 2563.586914
	Iteration 11Q: 3 clusters Score -328380.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -328411.937500 Penalty: 2563.586914
	Iteration 12Q: 3 clusters Score -328411.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -328433.312500 Penalty: 2563.586914
	Iteration 13Q: 3 clusters Score -328433.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -328445.187500 Penalty: 2563.586914
	Iteration 14Q: 3 clusters Score -328445.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -328451.281250 Penalty: 2563.586914
	Iteration 15Q: 3 clusters Score -328451.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -328455.281250 Penalty: 2563.586914
	Iteration 16Q: 3 clusters Score -328455.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -328459.468750 Penalty: 2563.586914
	Iteration 17Q: 3 clusters Score -328459.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -328463.000000 Penalty: 2563.586914
	Iteration 18Q: 3 clusters Score -328463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -328463.937500 Penalty: 2563.586914
	Iteration 19Q: 3 clusters Score -328463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -328467.750000 Penalty: 2563.586914
	Iteration 20F: 3 clusters Score -328467.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -328472.312500 Penalty: 2563.586914
	Iteration 21Q: 3 clusters Score -328472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -328476.093750 Penalty: 2563.586914
	Iteration 22Q: 3 clusters Score -328476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -328480.812500 Penalty: 2563.586914
	Iteration 23Q: 3 clusters Score -328480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -328482.593750 Penalty: 2563.586914
	Iteration 24Q: 3 clusters Score -328482.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -328484.781250 Penalty: 2563.586914
	Iteration 25Q: 3 clusters Score -328484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -328485.531250 Penalty: 2563.586914
	Iteration 26Q: 3 clusters Score -328485.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -328486.218750 Penalty: 2563.586914
	Iteration 27Q: 3 clusters Score -328486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -328487.625000 Penalty: 2563.586914
	Iteration 28Q: 3 clusters Score -328487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -328488.125000 Penalty: 2563.586914
	Iteration 29Q: 3 clusters Score -328488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -328488.500000 Penalty: 2563.586914
	Iteration 30Q: 3 clusters Score -328488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -328489.437500 Penalty: 2563.586914
	Iteration 31Q: 3 clusters Score -328489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -328490.000000 Penalty: 2563.586914
	Iteration 32Q: 3 clusters Score -328490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -328490.281250 Penalty: 2563.586914
	Iteration 33Q: 3 clusters Score -328490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -328491.187500 Penalty: 2563.586914
	Iteration 34Q: 3 clusters Score -328491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -328492.406250 Penalty: 2563.586914
	Iteration 35Q: 3 clusters Score -328492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -328493.156250 Penalty: 2563.586914
	Iteration 36Q: 3 clusters Score -328493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -328493.656250 Penalty: 2563.586914
	Iteration 37Q: 3 clusters Score -328493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -328494.781250 Penalty: 2563.586914
	Iteration 38Q: 3 clusters Score -328494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -328494.781250 Penalty: 2563.586914
	Iteration 39F: 3 clusters Score -328494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Entering Unmasked Estep 
Score: -2201885.250000 Penalty: 1579.546387
	Iteration 0F: 2 clusters Score -2201885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2190489.500000 Penalty: 3159.092773
	Iteration 0F: 3 clusters Score -2190490 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2194503.750000 Penalty: 3159.092773
	Iteration 1F: 3 clusters Score -2194504 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2194794.750000 Penalty: 3159.092773
	Iteration 2F: 3 clusters Score -2194795 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2195057.500000 Penalty: 3159.092773
	Iteration 3Q: 3 clusters Score -2195058 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2195315.500000 Penalty: 3159.092773
	Iteration 4Q: 3 clusters Score -2195316 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2195598.250000 Penalty: 3159.092773
	Iteration 5Q: 3 clusters Score -2195598 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2195959.500000 Penalty: 3159.092773
	Iteration 6Q: 3 clusters Score -2195960 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2196415.000000 Penalty: 3159.092773
	Iteration 7F: 3 clusters Score -2196415 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2196934.000000 Penalty: 3159.092773
	Iteration 8F: 3 clusters Score -2196934 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2197520.750000 Penalty: 3159.092773
	Iteration 9F: 3 clusters Score -2197521 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2198093.250000 Penalty: 3159.092773
	Iteration 10F: 3 clusters Score -2198093 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2198615.000000 Penalty: 3159.092773
	Iteration 11Q: 3 clusters Score -2198615 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2199071.500000 Penalty: 3159.092773
	Iteration 12Q: 3 clusters Score -2199072 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2199451.750000 Penalty: 3159.092773
	Iteration 13Q: 3 clusters Score -2199452 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2199785.500000 Penalty: 3159.092773
	Iteration 14Q: 3 clusters Score -2199786 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2200002.750000 Penalty: 3159.092773
	Iteration 15Q: 3 clusters Score -2200003 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2200116.000000 Penalty: 3159.092773
	Iteration 16Q: 3 clusters Score -2200116 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2200189.500000 Penalty: 3159.092773
	Iteration 17Q: 3 clusters Score -2200190 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2200249.750000 Penalty: 3159.092773
	Iteration 18Q: 3 clusters Score -2200250 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2200295.750000 Penalty: 3159.092773
	Iteration 19Q: 3 clusters Score -2200296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2200328.250000 Penalty: 3159.092773
	Iteration 20F: 3 clusters Score -2200328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2200353.000000 Penalty: 3159.092773
	Iteration 21Q: 3 clusters Score -2200353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2200383.750000 Penalty: 3159.092773
	Iteration 22Q: 3 clusters Score -2200384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2200397.250000 Penalty: 3159.092773
	Iteration 23Q: 3 clusters Score -2200397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2200411.250000 Penalty: 3159.092773
	Iteration 24Q: 3 clusters Score -2200411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2200429.250000 Penalty: 3159.092773
	Iteration 25Q: 3 clusters Score -2200429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2200437.000000 Penalty: 3159.092773
	Iteration 26Q: 3 clusters Score -2200437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2200443.000000 Penalty: 3159.092773
	Iteration 27Q: 3 clusters Score -2200443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2200443.250000 Penalty: 3159.092773
	Iteration 28Q: 3 clusters Score -2200443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2200451.250000 Penalty: 3159.092773
	Iteration 29Q: 3 clusters Score -2200451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2200453.250000 Penalty: 3159.092773
	Iteration 30Q: 3 clusters Score -2200453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2200453.000000 Penalty: 3159.092773
	Iteration 31Q: 3 clusters Score -2200453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2200454.750000 Penalty: 3159.092773
	Iteration 32Q: 3 clusters Score -2200455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2200457.750000 Penalty: 3159.092773
	Iteration 33Q: 3 clusters Score -2200458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2200454.500000 Penalty: 3159.092773
	Iteration 34Q: 3 clusters Score -2200454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2200461.750000 Penalty: 3159.092773
	Iteration 35Q: 3 clusters Score -2200462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2200461.250000 Penalty: 3159.092773
	Iteration 36Q: 3 clusters Score -2200461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2200462.750000 Penalty: 3159.092773
	Iteration 37Q: 3 clusters Score -2200463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2200462.750000 Penalty: 3159.092773
	Iteration 38F: 3 clusters Score -2200463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -300464.875000 Penalty: 1256.510010
	Iteration 0F: 2 clusters Score -300464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -298163.187500 Penalty: 2513.020020
	Iteration 0F: 3 clusters Score -298163.2 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -298653.562500 Penalty: 2513.020020
	Iteration 1F: 3 clusters Score -298653.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -298765.218750 Penalty: 2513.020020
	Iteration 2F: 3 clusters Score -298765.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -298827.656250 Penalty: 2513.020020
	Iteration 3Q: 3 clusters Score -298827.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -298870.093750 Penalty: 2513.020020
	Iteration 4Q: 3 clusters Score -298870.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -298898.437500 Penalty: 2513.020020
	Iteration 5Q: 3 clusters Score -298898.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -298922.406250 Penalty: 2513.020020
	Iteration 6Q: 3 clusters Score -298922.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -298934.250000 Penalty: 2513.020020
	Iteration 7Q: 3 clusters Score -298934.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -298944.906250 Penalty: 2513.020020
	Iteration 8Q: 3 clusters Score -298944.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -298955.750000 Penalty: 2513.020020
	Iteration 9Q: 3 clusters Score -298955.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -298963.906250 Penalty: 2513.020020
	Iteration 10Q: 3 clusters Score -298963.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -298974.125000 Penalty: 2513.020020
	Iteration 11Q: 3 clusters Score -298974.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -298979.500000 Penalty: 2513.020020
	Iteration 12Q: 3 clusters Score -298979.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -298986.781250 Penalty: 2513.020020
	Iteration 13Q: 3 clusters Score -298986.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -298993.000000 Penalty: 2513.020020
	Iteration 14Q: 3 clusters Score -298993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -298996.250000 Penalty: 2513.020020
	Iteration 15Q: 3 clusters Score -298996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -298997.437500 Penalty: 2513.020020
	Iteration 16Q: 3 clusters Score -298997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -298997.843750 Penalty: 2513.020020
	Iteration 17Q: 3 clusters Score -298997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -298999.937500 Penalty: 2513.020020
	Iteration 18Q: 3 clusters Score -298999.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -299002.906250 Penalty: 2513.020020
	Iteration 19Q: 3 clusters Score -299002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -299005.812500 Penalty: 2513.020020
	Iteration 20F: 3 clusters Score -299005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -299006.687500 Penalty: 2513.020020
	Iteration 21Q: 3 clusters Score -299006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -299007.718750 Penalty: 2513.020020
	Iteration 22Q: 3 clusters Score -299007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -299009.406250 Penalty: 2513.020020
	Iteration 23Q: 3 clusters Score -299009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -299009.781250 Penalty: 2513.020020
	Iteration 24Q: 3 clusters Score -299009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -299009.781250 Penalty: 2513.020020
	Iteration 25F: 3 clusters Score -299009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Entering Unmasked Estep 
Score: -983352.500000 Penalty: 1455.637329
	Iteration 0F: 2 clusters Score -983352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -977592.375000 Penalty: 2911.274658
	Iteration 0F: 3 clusters Score -977592.4 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -979344.687500 Penalty: 2911.274658
	Iteration 1F: 3 clusters Score -979344.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -979539.562500 Penalty: 2911.274658
	Iteration 2F: 3 clusters Score -979539.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -979681.000000 Penalty: 2911.274658
	Iteration 3Q: 3 clusters Score -979681 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -979800.125000 Penalty: 2911.274658
	Iteration 4Q: 3 clusters Score -979800.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -979911.500000 Penalty: 2911.274658
	Iteration 5Q: 3 clusters Score -979911.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -979998.812500 Penalty: 2911.274658
	Iteration 6Q: 3 clusters Score -979998.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -980057.250000 Penalty: 2911.274658
	Iteration 7Q: 3 clusters Score -980057.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -980122.875000 Penalty: 2911.274658
	Iteration 8Q: 3 clusters Score -980122.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -980195.625000 Penalty: 2911.274658
	Iteration 9Q: 3 clusters Score -980195.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -980271.562500 Penalty: 2911.274658
	Iteration 10Q: 3 clusters Score -980271.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -980367.250000 Penalty: 2911.274658
	Iteration 11Q: 3 clusters Score -980367.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -980510.000000 Penalty: 2911.274658
	Iteration 12Q: 3 clusters Score -980510 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -980708.562500 Penalty: 2911.274658
	Iteration 13Q: 3 clusters Score -980708.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -980951.062500 Penalty: 2911.274658
	Iteration 14Q: 3 clusters Score -980951.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -981214.375000 Penalty: 2911.274658
	Iteration 15Q: 3 clusters Score -981214.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -981463.875000 Penalty: 2911.274658
	Iteration 16Q: 3 clusters Score -981463.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -981656.187500 Penalty: 2911.274658
	Iteration 17Q: 3 clusters Score -981656.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -981829.812500 Penalty: 2911.274658
	Iteration 18Q: 3 clusters Score -981829.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -981943.000000 Penalty: 2911.274658
	Iteration 19Q: 3 clusters Score -981943 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -982028.500000 Penalty: 2911.274658
	Iteration 20F: 3 clusters Score -982028.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -982090.937500 Penalty: 2911.274658
	Iteration 21Q: 3 clusters Score -982090.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -982121.812500 Penalty: 2911.274658
	Iteration 22Q: 3 clusters Score -982121.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -982136.000000 Penalty: 2911.274658
	Iteration 23Q: 3 clusters Score -982136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -982146.437500 Penalty: 2911.274658
	Iteration 24Q: 3 clusters Score -982146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -982150.562500 Penalty: 2911.274658
	Iteration 25Q: 3 clusters Score -982150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -982159.312500 Penalty: 2911.274658
	Iteration 26Q: 3 clusters Score -982159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -982164.437500 Penalty: 2911.274658
	Iteration 27Q: 3 clusters Score -982164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -982170.187500 Penalty: 2911.274658
	Iteration 28Q: 3 clusters Score -982170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -982169.937500 Penalty: 2911.274658
	Iteration 29Q: 3 clusters Score -982169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -982170.750000 Penalty: 2911.274658
	Iteration 30Q: 3 clusters Score -982170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -982171.812500 Penalty: 2911.274658
	Iteration 31Q: 3 clusters Score -982171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -982171.812500 Penalty: 2911.274658
	Iteration 32F: 3 clusters Score -982171.8 nChanged 0
25->25 Clusters: Score -53938424.000000, best is -53945088.000000

Main iterations: 1261 (time per=3786.169598ms)
Total iterations: 30930 (time per=154.360164ms)
Iterations metric 2: 837451579392.000000 (time per=5.701058ns)
Iterations metric 3: 20099371106304.000000 (time per=237.537774ps)

That took 4774.359863 seconds.
